generated from HugoBlox/theme-academic-cv
-
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathpublications.bib
1391 lines (1288 loc) · 55.6 KB
/
publications.bib
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
@inproceedings{aptoula:hal-00998256,
TITLE = {{An end-member based ordering relation for the morphological description of hyperspectral images}},
AUTHOR = {Aptoula, Erchan and Courty, Nicolas and Lef{\`e}vre, S{\'e}bastien},
URL = {https://hal.science/hal-00998256},
BOOKTITLE = {{IEEE International Conference on Image Processing (ICIP)}},
ADDRESS = {Paris, France},
PAGES = {to appear},
YEAR = {2014},
MONTH = Oct,
KEYWORDS = {Index Terms-Mathematical morphology ; vector order- ing ; hyperspectral images ; end-members ; classification},
PDF = {https://hal.science/hal-00998256/file/icip2014.pdf},
HAL_ID = {hal-00998256},
HAL_VERSION = {v1},
}
@inproceedings{damodaran:hal-01320020,
TITLE = {{Unsupervised Classifier Selection Approach for Hyperspectral Image Classification}},
AUTHOR = {Damodaran, Bharath Bhushan and Courty, Nicolas and Lef{\`e}vre, S{\'e}bastien},
URL = {https://hal.science/hal-01320020},
BOOKTITLE = {{IEEE International Geosciences and Remote Sensing Symposium (IGARSS)}},
ADDRESS = {Beijing, China},
YEAR = {2016},
KEYWORDS = {Index Terms-Hyperspectral image classification ; Mul- tiple classifier system ; Classifier selection ; Classifier combi- nation ; Ensemble learning},
PDF = {https://hal.science/hal-01320020/file/igarss2016selection.pdf},
HAL_ID = {hal-01320020},
HAL_VERSION = {v1},
}
@article{damodaran:hal-01447452,
TITLE = {{ Sparse Hilbert Schmidt Independence Criterion and Surrogate-Kernel-Based Feature Selection for Hyperspectral Image Classification}},
AUTHOR = {Damodaran, Bharath Bhushan and Courty, Nicolas and Lef{\`e}vre, S{\'e}bastien},
URL = {https://hal.science/hal-01447452},
JOURNAL = {{IEEE Transactions on Geoscience and Remote Sensing}},
PUBLISHER = {{Institute of Electrical and Electronics Engineers}},
VOLUME = {55},
NUMBER = {4},
PAGES = {2385-2398},
YEAR = {2017},
MONTH = Apr,
DOI = {10.1109/TGRS.2016.2642479},
KEYWORDS = { hyperspectral image classification ; Hilbert Schmidt independence criterion (HSIC) ; LASSO ; surrogate kernel (SK). ; Band selection ; class separability measure ; feature selection ; kernel methods},
PDF = {https://hal.science/hal-01447452v2/file/HSIC-FS.pdf},
HAL_ID = {hal-01447452},
HAL_VERSION = {v2},
}
@inproceedings{damodaran:hal-01620604,
TITLE = {{Randomized Nonlinear Component Analysis for Dimensionality Reduction of Hyperspectral Images}},
AUTHOR = {Damodaran, Bharath Bhushan and Courty, Nicolas and Tavenard, Romain},
URL = {https://hal.science/hal-01620604},
BOOKTITLE = {{IGARSS 2017 - IEEE International Geoscience and Remote Sensing Symposium}},
ADDRESS = {Houston, United States},
SERIES = {International Geoscience and Remote Sensing Symposium},
PAGES = {1-4},
YEAR = {2017},
MONTH = Jul,
KEYWORDS = { Kernel approximation ; Hyperspectral image classification ; Kernel PCA ; Kernel MNF ; Nonlinear component analysis ; Random Fourier feature},
PDF = {https://hal.science/hal-01620604/file/RNLCA.pdf},
HAL_ID = {hal-01620604},
HAL_VERSION = {v1},
}
@inproceedings{huet:hal-01320024,
TITLE = {{A new penalisation term for image retrieval in clique neural networks}},
AUTHOR = {Huet, Romain and Courty, Nicolas and Lef{\`e}vre, S{\'e}bastien},
URL = {https://hal.science/hal-01320024},
BOOKTITLE = {{European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)}},
ADDRESS = {Bruges, Belgium},
YEAR = {2016},
PDF = {https://hal.science/hal-01320024/file/esann2016.pdf},
HAL_ID = {hal-01320024},
HAL_VERSION = {v1},
}
@inproceedings{burnel:hal-02447625,
TITLE = {{Generating Natural Adversarial Hyperspectral examples with a modified Wasserstein GAN}},
AUTHOR = {Burnel, Jean-Christophe and Fatras, Kilian and Courty, Nicolas},
URL = {https://hal.science/hal-02447625},
BOOKTITLE = {{C\&ESAR}},
ADDRESS = {Rennes, France},
YEAR = {2019},
MONTH = Nov,
PDF = {https://hal.science/hal-02447625/file/main.pdf},
HAL_ID = {hal-02447625},
HAL_VERSION = {v1},
}
@inproceedings{rebetez:hal-01018700,
TITLE = {{Network-based correlated correspondence for unsupervised domain adaptation of hyperspectral satellite images}},
AUTHOR = {Rebetez, Julien and Tuia, Devis and Courty, Nicolas},
URL = {https://hal.science/hal-01018700},
BOOKTITLE = {{International Conference on Pattern Recognition (ICPR 2014)}},
ADDRESS = {Stockholm, Sweden},
PAGES = {1--6},
YEAR = {2014},
MONTH = Aug,
PDF = {https://hal.science/hal-01018700/file/GM.pdf},
HAL_ID = {hal-01018700},
HAL_VERSION = {v1},
}
@unpublished{voreiter:hal-02537135,
TITLE = {{A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification}},
AUTHOR = {Voreiter, Claire and Burnel, Jean-Christophe and Lassalle, Pierre and Spigai, Marc and Hugues, Romain and Courty, Nicolas},
URL = {https://hal.science/hal-02537135},
NOTE = {working paper or preprint},
YEAR = {2020},
MONTH = Apr,
KEYWORDS = {Land Use Classification ; Cycle GAN ; Heterogeneous Domain Adaptation},
PDF = {https://hal.science/hal-02537135/file/Article.pdf},
HAL_ID = {hal-02537135},
HAL_VERSION = {v1},
}
@inproceedings{kellenberger:hal-02174328,
TITLE = {{Detecting Animals in Repeated UAV Image Acquisitions by Matching CNN Activations with Optimal Transport}},
AUTHOR = {Kellenberger, Benjamin and Marcos, Diego and Courty, Nicolas and Tuia, Devis},
URL = {https://hal.science/hal-02174328},
BOOKTITLE = {{IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium}},
ADDRESS = {Valencia, France},
PUBLISHER = {{IEEE}},
PAGES = {3643-3646},
YEAR = {2018},
MONTH = Jul,
HAL_ID = {hal-02174328},
HAL_VERSION = {v1},
}
@inproceedings{berg:hal-04250902,
TITLE = {{Joint multi-modal Self-Supervised pre-training in Remote Sensing: Application to Methane Source Classification}},
AUTHOR = {Berg, Paul and Pham, Minh-Tan and Courty, Nicolas},
URL = {https://cnrs.hal.science/hal-04250902},
NOTE = {4 pages, 1 figure. Accepted to IGARSS 2023},
BOOKTITLE = {{IGARSS}},
ADDRESS = {Passadena - CA, United States},
YEAR = {2023},
MONTH = Jul,
HAL_ID = {hal-04250902},
HAL_VERSION = {v1},
}
@inproceedings{michele:hal-04250908,
TITLE = {{SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation}},
AUTHOR = {Michele, Bjoern and Boulch, Alexandre and Puy, Gilles and Vu, Tuan-Hung and Marlet, Renaud and Courty, Nicolas},
URL = {https://cnrs.hal.science/hal-04250908},
NOTE = {Project repository: github.com/valeoai/SALUDA},
BOOKTITLE = {{3DV}},
ADDRESS = {Davos, Switzerland},
YEAR = {2024},
MONTH = Mar,
HAL_ID = {hal-04250908},
HAL_VERSION = {v1},
}
@article{berg:hal-03934160,
TITLE = {{Self-Supervised Learning for Scene Classification in Remote Sensing: Current State of the Art and Perspectives}},
AUTHOR = {Berg, Paul and Pham, Minh-Tan and Courty, Nicolas},
URL = {https://hal.science/hal-03934160},
JOURNAL = {{Remote Sensing}},
PUBLISHER = {{MDPI}},
VOLUME = {14},
NUMBER = {16},
PAGES = {3995},
YEAR = {2022},
MONTH = Aug,
DOI = {10.3390/rs14163995},
PDF = {https://hal.science/hal-03934160/file/remotesensing-14-03995-v2.pdf},
HAL_ID = {hal-03934160},
HAL_VERSION = {v1},
}
@article{wu:hal-04376133,
TITLE = {{Improving molecular representation learning with metric learning-enhanced optimal transport}},
AUTHOR = {Wu, Fang and Courty, Nicolas and Jin, Shuting and Li, Stan},
URL = {https://hal.science/hal-04376133},
JOURNAL = {{Patterns}},
PUBLISHER = {{Cell Press Elsevier}},
VOLUME = {4},
NUMBER = {4},
PAGES = {100714},
YEAR = {2023},
MONTH = Apr,
DOI = {10.1016/j.patter.2023.100714},
HAL_ID = {hal-04376133},
HAL_VERSION = {v1},
}
@misc{mifdal:hal-01438955,
TITLE = {{Hyperspectral and multispectral image fusion based on optimal transport}},
AUTHOR = {Mifdal, Jamila and Coll, Bartomeu and Courty, Nicolas and Froment, Jacques and Vedel, B{\'e}atrice},
URL = {https://hal.science/hal-01438955},
NOTE = {Poster},
HOWPUBLISHED = {{Workshop SIGMA'2016 : SIGNAL, IMAGE, GEOMETRY, MODELLING, APPROXIMATION}},
YEAR = {2016},
MONTH = Oct,
KEYWORDS = {Image Fusion ; Optimal Transport},
HAL_ID = {hal-01438955},
HAL_VERSION = {v1},
}
@article{nakhostin:hal-01377230,
TITLE = {{Joint Anomaly Detection and Spectral Unmixing for Planetary Hyperspectral Images}},
AUTHOR = {Nakhostin, Sina and Clenet, Harold and Corpetti, Thomas and Courty, Nicolas},
URL = {https://hal.science/hal-01377230},
JOURNAL = {{IEEE Transactions on Geoscience and Remote Sensing}},
PUBLISHER = {{Institute of Electrical and Electronics Engineers}},
VOLUME = {54},
NUMBER = {12},
PAGES = {6879 - 6894},
YEAR = {2016},
DOI = {10.1109/TGRS.2016.2586188},
KEYWORDS = {Planetary Hyperspectral Unmixing ; Anomaly ; Detection ; Manifold Learning ; Non-negative Matrix Factoriza- ; tion ; Overcomplete Dictionary ; Kernel based Learning},
PDF = {https://hal.science/hal-01377230/file/jurnal_IEEE_TGRS_2016.pdf},
HAL_ID = {hal-01377230},
HAL_VERSION = {v1},
}
@inproceedings{jeamart:hal-03932545,
TITLE = {{JDCOT : an Algorithm for Transfer Learning in Incomparable Domains using Optimal Transport}},
AUTHOR = {Jeamart, Marion and Bernard, Renan and Courty, Nicolas and Friguet, Chlo{\'e} and Gar{\`e}s, Val{\'e}rie},
URL = {https://hal.science/hal-03932545},
BOOKTITLE = {{53{\`e}mes Journ{\'e}es de Statistique}},
ADDRESS = {Lyon, France},
ORGANIZATION = {{Soci{\'e}t{\'e} Fran{\c c}aise de Statistique (SFdS)}},
YEAR = {2022},
MONTH = Jun,
KEYWORDS = {optimal transport ; transfer learning ; heterogeneous domain adaptation},
PDF = {https://hal.science/hal-03932545/file/JDS22_JDCOT_FRIGUET.pdf},
HAL_ID = {hal-03932545},
HAL_VERSION = {v1},
}
@inproceedings{mifdal:hal-01620601,
TITLE = {{HYPERSPECTRAL AND MULTISPECTRAL WASSERSTEIN BARYCENTER FOR IMAGE FUSION}},
AUTHOR = {Mifdal, Jamila and Coll, Bartomeu and Courty, Nicolas and Froment, Jacques and Vedel, B{\'e}atrice},
URL = {https://hal.science/hal-01620601},
BOOKTITLE = {{IGARSS 2017}},
ADDRESS = {Houston, United States},
YEAR = {2017},
MONTH = Jul,
KEYWORDS = {Optimal Transport ; Wasser- stein Barycenter ; Image Fusion},
PDF = {https://hal.science/hal-01620601/file/fusion.pdf},
HAL_ID = {hal-01620601},
HAL_VERSION = {v1},
}
@article{chapel:hal-00998258,
TITLE = {{PerTurbo manifold learning algorithm for weakly labelled hyperspectral image classification}},
AUTHOR = {Chapel, La{\"e}titia and Burger, Thomas and Courty, Nicolas and Lef{\`e}vre, S{\'e}bastien},
URL = {https://hal.science/hal-00998258},
JOURNAL = {{IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}},
PUBLISHER = {{IEEE}},
PAGES = {1070-1078},
YEAR = {2014},
DOI = {10.1109/JSTARS.2014.2304304},
KEYWORDS = {Index Terms-Classification ; remote sensing ; hyperspectral im- ages ; PerTurbo algorithm ; generative method ; manifold learning ; Support Vector Machines ; low-sized training sets},
PDF = {https://hal.science/hal-00998258/file/jstars2014.pdf},
HAL_ID = {hal-00998258},
HAL_VERSION = {v1},
}
@unpublished{damodaran:hal-02174313,
TITLE = {{Pushing the right boundaries matters! Wasserstein Adversarial Training for Label Noise}},
AUTHOR = {Damodaran, Bharath Bhushan and Fatras, Kilian and Lobry, Sylvain and Flamary, R{\'e}mi and Tuia, Devis and Courty, Nicolas},
URL = {https://hal.science/hal-02174313},
NOTE = {working paper or preprint},
YEAR = {2019},
MONTH = Jul,
HAL_ID = {hal-02174313},
HAL_VERSION = {v1},
}
@article{courty:hal-01018683,
TITLE = {{SAGA: Sparse And Geometry-Aware non-negative matrix factorization through non-linear local embedding}},
AUTHOR = {Courty, Nicolas and Gong, Xing and Vandel, Jimmy and Burger, Thomas},
URL = {https://hal.science/hal-01018683},
JOURNAL = {{Machine Learning}},
PUBLISHER = {{Springer Verlag}},
PAGES = {1--23},
YEAR = {2014},
MONTH = Sep,
PDF = {https://hal.science/hal-01018683/file/SAGA.pdf},
HAL_ID = {hal-01018683},
HAL_VERSION = {v1},
}
@inproceedings{marcos:hal-02972165,
TITLE = {{Contextual Semantic Interpretability}},
AUTHOR = {Marcos, Diego and Fong, Ruth and Lobry, Sylvain and Flamary, R{\'e}mi and Courty, Nicolas and Tuia, Devis},
URL = {https://hal.science/hal-02972165},
BOOKTITLE = {{ACCV (Asian Conference on Computer Vision)}},
ADDRESS = {Kyoto, France},
YEAR = {2020},
MONTH = Dec,
HAL_ID = {hal-02972165},
HAL_VERSION = {v1},
}
@inproceedings{painblanc:hal-03932463,
TITLE = {{MAD: Match-And-Deform for Time Series Domain Adaptation}},
AUTHOR = {Painblanc, Fran{\c c}ois and Chapel, Laetitia and Courty, Nicolas and Friguet, Chlo{\'e} and Pelletier, Charlotte and Tavenard, Romain},
URL = {https://hal.science/hal-03932463},
BOOKTITLE = {{Conf{\'e}rence sur l'Apprentissage automatique (CAp)}},
ADDRESS = {Vannes, France},
YEAR = {2022},
MONTH = Jul,
KEYWORDS = {domain adaptation ; time series ; optimal transport ; dynamic time warping.},
HAL_ID = {hal-03932463},
HAL_VERSION = {v1},
}
@article{lenaour:hal-01164455,
TITLE = {{Utilisation des relations spatiales pour la reconstruction de trajectoires de marqueurs issues de la capture de mouvement}},
AUTHOR = {Le Naour, Thibaut and Courty, Nicolas and Gibet, Sylvie},
URL = {https://hal.science/hal-01164455},
JOURNAL = {{Revue Electronique Francophone d'Informatique Graphique}},
PUBLISHER = {{Association Fran{\c c}aise d'Informatique Graphique}},
VOLUME = {8},
NUMBER = {2},
PAGES = {55-65},
YEAR = {2014},
KEYWORDS = {relations spatiales ; op{\'e}rateur Laplacien discret ; mouvement captur{\'e} ; Mots cl{\'e} : Reconstruction de trajectoires ; contraintes de distance},
HAL_ID = {hal-01164455},
HAL_VERSION = {v1},
}
@article{lacombe:hal-03374452,
TITLE = {{Learning to Generate Wasserstein Barycenters}},
AUTHOR = {Lacombe, Julien and Digne, Julie and Courty, Nicolas and Bonneel, Nicolas},
URL = {https://hal.science/hal-03374452},
NOTE = {18 pages, 16 figures, submitted to the Machine Learning journal (Springer)},
JOURNAL = {{Journal of Mathematical Imaging and Vision}},
PUBLISHER = {{Springer Verlag}},
VOLUME = {65},
PAGES = {354--370},
YEAR = {2022},
DOI = {10.1007/s10851-022-01121-y},
KEYWORDS = {Wasserstein barycenter ; Optimal Transport ; Convolutional Neural Network ; Color Transfer},
PDF = {https://hal.science/hal-03374452/file/2102.12178.pdf},
HAL_ID = {hal-03374452},
HAL_VERSION = {v1},
}
@unpublished{tran:hal-03381198,
TITLE = {{Factored couplings in multi-marginal optimal transport via difference of convex programming}},
AUTHOR = {Tran, Huy Quang and Janati, Hicham and Redko, Ievgen and Flamary, R{\'e}mi and Courty, Nicolas},
URL = {https://hal.science/hal-03381198},
NOTE = {working paper or preprint},
YEAR = {2021},
MONTH = Oct,
PDF = {https://hal.science/hal-03381198v2/file/Factored%20couplings%20in%20multi-marginal%20optimal%20transport%20via%20difference%20of%20convex%20programming.pdf},
HAL_ID = {hal-03381198},
HAL_VERSION = {v2},
}
@inproceedings{redko:hal-02082874,
TITLE = {{Optimal Transport for Multi-source Domain Adaptation under Target Shift}},
AUTHOR = {Redko, Ievgen and Courty, Nicolas and Flamary, R{\'e}mi and Tuia, Devis},
URL = {https://hal.science/hal-02082874},
BOOKTITLE = {{22nd International Conference on Artificial Intelligence and Statistics (AISTATS) 2019}},
ADDRESS = {Naha, Japan},
VOLUME = {89},
YEAR = {2019},
MONTH = Apr,
PDF = {https://hal.science/hal-02082874/file/AISTATS_jcpot.pdf},
HAL_ID = {hal-02082874},
HAL_VERSION = {v1},
}
@inproceedings{courty:hal-01018698,
TITLE = {{Domain adaptation with regularized optimal transport}},
AUTHOR = {Courty, Nicolas and Flamary, R{\'e}mi and Tuia, Devis},
URL = {https://hal.science/hal-01018698},
BOOKTITLE = {{ECML/PKDD 2014}},
ADDRESS = {Nancy, France},
SERIES = {LNCS},
PAGES = {1-16},
YEAR = {2014},
MONTH = Sep,
PDF = {https://hal.science/hal-01018698/file/paper.pdf},
HAL_ID = {hal-01018698},
HAL_VERSION = {v1},
}
@article{tuia:hal-01103078,
TITLE = {{Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutions}},
AUTHOR = {Tuia, Devis and Flamary, R{\'e}mi and Courty, Nicolas},
URL = {https://hal.science/hal-01103078},
JOURNAL = {{ISPRS Journal of Photogrammetry and Remote Sensing}},
PUBLISHER = {{Elsevier}},
VOLUME = {105},
PAGES = {1--14},
YEAR = {2015},
MONTH = Jan,
DOI = {10.1016/j.isprsjprs.2015.01.006},
KEYWORDS = {feature selection ; hierarchical feature extraction ; deep learning ; Hyperspectral imaging ; active set ; multimodal},
PDF = {https://hal.science/hal-01103078/file/ActiveSet-jisprs_final.pdf},
HAL_ID = {hal-01103078},
HAL_VERSION = {v1},
}
@inproceedings{tuia:hal-01063450,
TITLE = {{A group-lasso active set strategy for multiclass hyperspectral image classification}},
AUTHOR = {Tuia, Devis and Courty, Nicolas and Flamary, R{\'e}mi},
URL = {https://hal.science/hal-01063450},
NOTE = {Best Paper Award},
BOOKTITLE = {{Photogrammetric Computer Vision (PCV)}},
ADDRESS = {Z{\"u}rich, Switzerland},
PAGES = {1--9},
YEAR = {2014},
MONTH = Sep,
PDF = {https://hal.science/hal-01063450/file/TuiaAS-2014-pcv.pdf},
HAL_ID = {hal-01063450},
HAL_VERSION = {v1},
}
@inproceedings{nakhostin:hal-01377236,
TITLE = {{Supervised Planetary Unmixing with Optimal Transport}},
AUTHOR = {Nakhostin, Sina and Courty, Nicolas and Flamary, R{\'e}mi and Corpetti, Thomas},
URL = {https://hal.science/hal-01377236},
BOOKTITLE = {{WHISPERS 8th workshop on Hyperspectral image and Signal Processing: Evolution in Remote Sensing}},
ADDRESS = {Los Angeles, United States},
YEAR = {2016},
MONTH = Aug,
KEYWORDS = {Optimal Transport ; Spectral Unmixing ; Endmember Variability ; Wassertein Distance ; Bregman Pro-},
PDF = {https://hal.science/hal-01377236/file/whispers_2016_Sina_Nakhostin.pdf},
HAL_ID = {hal-01377236},
HAL_VERSION = {v1},
}
@inproceedings{perrot:hal-01376970,
TITLE = {{Mapping Estimation for Discrete Optimal Transport}},
AUTHOR = {Perrot, Micha{\"e}l and Courty, Nicolas and Flamary, R{\'e}mi and Habrard, Amaury},
URL = {https://hal.science/hal-01376970},
BOOKTITLE = {{Neural Information Processing System}},
ADDRESS = {Barcelone, Spain},
YEAR = {2016},
MONTH = Dec,
HAL_ID = {hal-01376970},
HAL_VERSION = {v1},
}
@inproceedings{courty:hal-01377234,
TITLE = {{Optimal Transport for Data Fusion in Remote Sensing}},
AUTHOR = {Courty, Nicolas and Flamary, R{\'e}mi and Tuia, Devis and Corpetti, Thomas},
URL = {https://hal.science/hal-01377234},
BOOKTITLE = {{IGARSS}},
ADDRESS = {Beijing, China},
YEAR = {2016},
MONTH = Jul,
KEYWORDS = {Optimal transport ; domain adaptation ; time series analysis ; change detection ; LIDAR},
PDF = {https://hal.science/hal-01377234/file/OT.pdf},
HAL_ID = {hal-01377234},
HAL_VERSION = {v1},
}
@unpublished{damodaran:hal-02174326,
TITLE = {{Data Dependent Kernel Approximation using Pseudo Random Fourier Features}},
AUTHOR = {Damodaran, Bharath Bhushan and Courty, Nicolas and Gosselin, Philippe-Henri},
URL = {https://hal.science/hal-02174326},
NOTE = {working paper or preprint},
YEAR = {2019},
MONTH = Jul,
HAL_ID = {hal-02174326},
HAL_VERSION = {v1},
}
@inproceedings{gares:hal-04329516,
TITLE = {{Optimal transport for data integration}},
AUTHOR = {Gar{\`e}s, Val{\'e}rie and Friguet, Chlo{\'e} and Courty, Nicolas},
URL = {https://hal.science/hal-04329516},
BOOKTITLE = {{54{\`e}me journ{\'e}es de la Soci{\'e}t{\'e} Fran{\c c}aise de Statistique}},
ADDRESS = {Bruxelles (BE), Belgium},
ORGANIZATION = {{SFdS}},
YEAR = {2023},
MONTH = Jul,
KEYWORDS = {Variable recoding ; Domain adaptation ; Optimal transport ; Data integration ; Int{\'e}gration des donn{\'e}es ; Appariement statistique ; Recodage des variables ; Adaptation de domaines ; Transport optimal ; Statistical matching},
PDF = {https://hal.science/hal-04329516/file/462377_GaresFriguetCourty_OTforDataIntegration_JDS23.pdf},
HAL_ID = {hal-04329516},
HAL_VERSION = {v1},
}
@inproceedings{vayer:hal-02174322,
TITLE = {{Optimal Transport for structured data with application on graphs}},
AUTHOR = {Vayer, Titouan and Chapel, Laetitia and Flamary, R{\'e}mi and Tavenard, Romain and Courty, Nicolas},
URL = {https://hal.science/hal-02174322},
BOOKTITLE = {{ICML 2019 - 36th International Conference on Machine Learning}},
ADDRESS = {Long Beach, United States},
PAGES = {1-16},
YEAR = {2019},
MONTH = Jun,
HAL_ID = {hal-02174322},
HAL_VERSION = {v1},
}
@inproceedings{fatras:hal-03264020,
TITLE = {{Unbalanced minibatch Optimal Transport; applications to Domain Adaptation}},
AUTHOR = {Fatras, Kilian and S{\'e}journ{\'e}, Thibault and Courty, Nicolas and Flamary, R{\'e}mi},
URL = {https://hal.science/hal-03264020},
BOOKTITLE = {{International Conference in machine Learning}},
ADDRESS = {online, France},
YEAR = {2021},
MONTH = Jul,
DOI = {10.48550/arXiv.2103.03606},
PDF = {https://hal.science/hal-03264020/file/2103.03606v1.pdf},
HAL_ID = {hal-03264020},
HAL_VERSION = {v1},
}
@article{lenaour:hal-02435993,
TITLE = {{Kinematics in the metric space}},
AUTHOR = {Le Naour, Thibaut and Courty, Nicolas and Gibet, Sylvie},
URL = {https://hal.science/hal-02435993},
JOURNAL = {{Computers and Graphics}},
PUBLISHER = {{Elsevier}},
VOLUME = {84},
PAGES = {13-23},
YEAR = {2019},
DOI = {10.1016/j.cag.2019.07.005},
KEYWORDS = {Kinematics ; Inverse kinematics ; Geometrical constraints ; Motion editing ; Motion retargeting ; Mesh animation},
HAL_ID = {hal-02435993},
HAL_VERSION = {v1},
}
@techreport{rakotomamonjy:hal-01217870,
TITLE = {{Generalized conditional gradient: analysis of convergence and applications}},
AUTHOR = {Rakotomamonjy, Alain and Flamary, R{\'e}mi and Courty, Nicolas},
URL = {https://hal.science/hal-01217870},
TYPE = {Research Report},
INSTITUTION = {{LITIS ; Lagrange ; IRISA}},
YEAR = {2015},
MONTH = Oct,
PDF = {https://hal.science/hal-01217870/file/paper.pdf},
HAL_ID = {hal-01217870},
HAL_VERSION = {v1},
}
@article{courty:hal-01377220,
TITLE = {{Optimal Transport for Domain Adaptation}},
AUTHOR = {Courty, Nicolas and Flamary, R{\'e}mi and Tuia, Devis and Rakotomamonjy, Alain},
URL = {https://hal.science/hal-01377220},
JOURNAL = {{IEEE Transactions on Pattern Analysis and Machine Intelligence}},
PUBLISHER = {{Institute of Electrical and Electronics Engineers}},
VOLUME = {39},
NUMBER = {9},
PAGES = {1853-1865},
YEAR = {2016},
DOI = {10.1109/tpami.2016.2615921},
PDF = {https://hal.science/hal-01377220/file/OTPAMI.pdf},
HAL_ID = {hal-01377220},
HAL_VERSION = {v1},
}
@inproceedings{flamary:hal-01103076,
TITLE = {{Optimal transport with Laplacian regularization}},
AUTHOR = {Flamary, R{\'e}mi and Courty, Nicolas and Rakotomamonjy, Alain and Tuia, Devis},
URL = {https://hal.science/hal-01103076},
BOOKTITLE = {{NIPS 2014, Workshop on Optimal Transport and Machine Learning}},
ADDRESS = {Montr{\'e}al, Canada},
YEAR = {2014},
MONTH = Dec,
PDF = {https://hal.science/hal-01103076/file/main.pdf},
HAL_ID = {hal-01103076},
HAL_VERSION = {v1},
}
@inproceedings{courty:hal-01103073,
TITLE = {{Optimal transport for Domain adaptation}},
AUTHOR = {Courty, Nicolas and Flamary, R{\'e}mi and Rakotomamonjy, Alain and Tuia, Devis},
URL = {https://hal.science/hal-01103073},
BOOKTITLE = {{NIPS 2014, Workshop on Optimal Transport and Machine Learning}},
ADDRESS = {Montr{\'e}al, Canada},
YEAR = {2014},
MONTH = Dec,
PDF = {https://hal.science/hal-01103073/file/paper_courty_OTML.pdf},
HAL_ID = {hal-01103073},
HAL_VERSION = {v1},
}
@softwareversion{genest:hal-04597071v1,
TITLE = {{Non Euclidean Sliced Optimal Transport Sampling Software}},
AUTHOR = {Genest, Baptiste and Courty, Nicolas and Coeurjolly, David},
URL = {https://hal.science/hal-04597071},
NOTE = {},
YEAR = {2024},
SWHID = {swh:1:dir:a4c74a18ecd8e9e9ad93b6991435dc83ad5226bd;origin=https://github.com/baptiste-genest/NESOTS;visit=swh:1:snp:56d5c0f212d094c22ee55ee1b5af34fc75a3956e;anchor=swh:1:rev:54d404d6d5dc3637ec2ac16a4e12bc1ebdf0eea2},
REPOSITORY = {https://github.com/baptiste-genest/NESOTS},
LICENSE = {MIT License},
HAL_ID = {hal-04597071},
HAL_VERSION = {v1},
}
@unpublished{courty:hal-01170705,
TITLE = {{Optimal Transport for Domain Adaptation}},
AUTHOR = {Courty, Nicolas and Flamary, R{\'e}mi and Tuia, Devis and Rakotomamonjy, Alain},
URL = {https://hal.science/hal-01170705},
NOTE = {working paper or preprint},
YEAR = {2016},
MONTH = Jun,
KEYWORDS = {Index Terms-Unsupervised Domain Adaptation ; Optimal Transport ; Transfer Learning ; Classification ; Visual Adaptation},
PDF = {https://hal.science/hal-01170705v2/file/OTPAMI.pdf},
HAL_ID = {hal-01170705},
HAL_VERSION = {v2},
}
@article{flamary:hal-01377528,
TITLE = {{Wasserstein Discriminant Analysis}},
AUTHOR = {Flamary, R{\'e}mi and Cuturi, Marco and Courty, Nicolas and Rakotomamonjy, Alain},
URL = {https://hal.science/hal-01377528},
JOURNAL = {{Machine Learning}},
PUBLISHER = {{Springer Verlag}},
VOLUME = {107},
NUMBER = {12},
PAGES = {1923-1945},
YEAR = {2018},
MONTH = Dec,
DOI = {10.1007/s10994-018-5717-1},
PDF = {https://hal.science/hal-01377528/file/1608.08063v1.pdf},
HAL_ID = {hal-01377528},
HAL_VERSION = {v1},
}
@unpublished{lenaour:hal-01834714,
TITLE = {{Real-time mesh animation from low dimensional positional constraints}},
AUTHOR = {Le Naour, Thibaut and Courty, Nicolas and Gibet, Sylvie},
URL = {https://hal.science/hal-01834714},
NOTE = {working paper or preprint},
YEAR = {2018},
MONTH = Jul,
KEYWORDS = {Computer Graphics ; Character Animation ; Computational Geometry and Modeling},
PDF = {https://hal.science/hal-01834714/file/LeNaour2014.pdf},
HAL_ID = {hal-01834714},
HAL_VERSION = {v1},
}
@inproceedings{damodaran:hal-01956356,
TITLE = {{DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation}},
AUTHOR = {Damodaran, Bharath Bhushan and Kellenberger, Benjamin and Flamary, Remi and Tuia, Devis and Courty, Nicolas},
URL = {https://inria.hal.science/hal-01956356},
NOTE = {European Conference on Computer Vision 2018 (ECCV-2018)},
BOOKTITLE = {{ECCV 2018 - 15th European Conference on Computer Vision}},
ADDRESS = {Munich, Germany},
PUBLISHER = {{Springer}},
SERIES = {LNCS},
VOLUME = {11208},
PAGES = {467-483},
YEAR = {2018},
MONTH = Sep,
DOI = {10.1007/978-3-030-01225-0\_28},
KEYWORDS = {Deep Domain Adaptation ; Optimal Transpo},
HAL_ID = {hal-01956356},
HAL_VERSION = {v1},
}
@article{fatras:hal-03371478,
TITLE = {{Wasserstein Adversarial Regularization for learning with label noise}},
AUTHOR = {Fatras, Kilian and Damodaran, Bharath Bhushan and Lobry, Sylvain and Flamary, Remi and Tuia, Devis and Courty, Nicolas},
URL = {https://hal.science/hal-03371478},
JOURNAL = {{IEEE Transactions on Pattern Analysis and Machine Intelligence}},
PUBLISHER = {{Institute of Electrical and Electronics Engineers}},
VOLUME = {44},
NUMBER = {10},
PAGES = {7296-7306},
YEAR = {2022},
MONTH = Oct,
DOI = {10.1109/TPAMI.2021.3094662},
HAL_ID = {hal-03371478},
HAL_VERSION = {v1},
}
@inproceedings{tran:hal-04250963,
TITLE = {{Unbalanced CO-Optimal Transport}},
AUTHOR = {Tran, Quang Huy and Janati, Hicham and Courty, Nicolas and Flamary, R{\'e}mi and Redko, Ievgen and Demetci, Pinar and Singh, Ritambhara},
URL = {https://cnrs.hal.science/hal-04250963},
NOTE = {Edit format and fix typos},
BOOKTITLE = {{AAAI}},
ADDRESS = {Washington, United States},
YEAR = {2023},
MONTH = Feb,
DOI = {10.1609/aaai.v37i8.26193},
HAL_ID = {hal-04250963},
HAL_VERSION = {v1},
}
@inproceedings{painblanc:hal-04644862,
TITLE = {{Domain Adaptation of Time Series through Optimal Transport and Temporal Alignment}},
AUTHOR = {Painblanc, Fran{\c c}ois and Chapel, La{\"e}titia and Courty, Nicolas and Friguet, Chlo{\'e} and Pelletier, Charlotte and Tavenard, Romain},
URL = {https://hal.science/hal-04644862},
BOOKTITLE = {{55i{\`e}mes Journ{\'e}es de Statistique}},
ADDRESS = {Bordeaux, France},
ORGANIZATION = {{SFdS}},
YEAR = {2024},
MONTH = May,
KEYWORDS = {domain adaptation ; time series ; optimal transport ; dynamic time warping ; adaptation de domaines ; s{\'e}ries temporelles ; Transport optimal ; dynamic time warping},
PDF = {https://hal.science/hal-04644862/file/JDS24_paper_Domain%20Adaptation%20of%20Time%20Series%20through%20Optimal.pdf},
HAL_ID = {hal-04644862},
HAL_VERSION = {v1},
}
@inproceedings{seguy:hal-01956354,
TITLE = {{Large-Scale Optimal Transport and Mapping Estimation}},
AUTHOR = {Seguy, Vivien and Damodaran, Bharath Bhushan and Flamary, Remi and Courty, Nicolas and Rolet, Antoine and Blondel, Mathieu},
URL = {https://inria.hal.science/hal-01956354},
NOTE = {15 pages, 4 figures. To appear in the Proceedings of the International Conference on Learning Representations (ICLR) 2018},
BOOKTITLE = {{ICLR 2018 - International Conference on Learning Representations}},
ADDRESS = {Vancouver, Canada},
PAGES = {1-15},
YEAR = {2018},
MONTH = Apr,
HAL_ID = {hal-01956354},
HAL_VERSION = {v1},
}
@inproceedings{courty:hal-01956306,
TITLE = {{Learning Wasserstein Embeddings}},
AUTHOR = {Courty, Nicolas and Flamary, R{\'e}mi and Ducoffe, M{\'e}lanie},
URL = {https://inria.hal.science/hal-01956306},
BOOKTITLE = {{ICLR 2018 - 6th International Conference on Learning Representations}},
ADDRESS = {Vancouver, Canada},
PAGES = {1-13},
YEAR = {2018},
MONTH = Apr,
PDF = {https://inria.hal.science/hal-01956306/file/iclr2018_main.pdf},
HAL_ID = {hal-01956306},
HAL_VERSION = {v1},
}
@article{rakotomamonjy:hal-02866979,
TITLE = {{Optimal Transport for Conditional Domain Matching and Label Shift}},
AUTHOR = {Rakotomamonjy, Alain and Flamary, R{\'e}mi and Gasso, Gilles and Alaya, M. El and Berar, Maxime and Courty, Nicolas},
URL = {https://hal.science/hal-02866979},
JOURNAL = {{Machine Learning}},
PUBLISHER = {{Springer Verlag}},
VOLUME = {111},
NUMBER = {5},
PAGES = {1651-1670},
YEAR = {2022},
MONTH = May,
DOI = {10.1007/s10994-021-06088-2},
PDF = {https://hal.science/hal-02866979v2/file/dann_targetshift_arxiv.pdf},
HAL_ID = {hal-02866979},
HAL_VERSION = {v2},
}
@proceedings{tran:hal-04390005,
TITLE = {{Unbalanced CO-Optimal Transport}},
AUTHOR = {Tran, Quang Huy and Janati, Hicham and Courty, Nicolas and Flamary, R{\'e}mi and Redko, Ievgen and Demetci, Pinar and Singh, Ritambhara},
URL = {https://hal.science/hal-04390005},
BOOKTITLE = {{Thirty-Seventh AAAI Conference on Artificial Intelligence}},
VOLUME = {37},
NUMBER = {8},
PAGES = {10006-10016},
YEAR = {2023},
MONTH = Jun,
DOI = {10.1609/aaai.v37i8.26193},
PDF = {https://hal.science/hal-04390005/file/2205.14923.pdf},
HAL_ID = {hal-04390005},
HAL_VERSION = {v1},
}
@inproceedings{redko:hal-02972087,
TITLE = {{CO-Optimal Transport}},
AUTHOR = {Redko, Ievgen and Vayer, Titouan and Flamary, R{\'e}mi and Courty, Nicolas},
URL = {https://hal.science/hal-02972087},
BOOKTITLE = {{Neural Information Processing Systems (NeurIPS)}},
ADDRESS = {Online, Canada},
YEAR = {2020},
MONTH = Dec,
HAL_ID = {hal-02972087},
HAL_VERSION = {v1},
}
@article{allain:hal-00904008,
TITLE = {{Optimal crowd editing}},
AUTHOR = {Allain, Pierre and Courty, Nicolas and Corpetti, Thomas},
URL = {https://hal.science/hal-00904008},
JOURNAL = {{Graphical Models}},
PUBLISHER = {{Elsevier}},
VOLUME = {76},
NUMBER = {1},
PAGES = {1--16},
YEAR = {2014},
MONTH = Jan,
KEYWORDS = {Crowd editing ; Crowd simulation ; Agent steering ; Control ; Adjoint methods ; Optimal control strategy},
PDF = {https://hal.science/hal-00904008/file/paper.pdf},
HAL_ID = {hal-00904008},
HAL_VERSION = {v1},
}
@inproceedings{vincentcuaz:hal-03839517,
TITLE = {{Template based Graph Neural Network with Optimal Transport Distances}},
AUTHOR = {Vincent-Cuaz, C{\'e}dric and Flamary, R{\'e}mi and Corneli, Marco and Vayer, Titouan and Courty, Nicolas},
URL = {https://hal.science/hal-03839517},
BOOKTITLE = {{NeurIPS 2022 -- 36th Conference on Neural Information Processing Systems}},
ADDRESS = {New Orleans, United States},
YEAR = {2022},
MONTH = Nov,
PDF = {https://hal.science/hal-03839517/file/FGWM.pdf},
HAL_ID = {hal-03839517},
HAL_VERSION = {v1},
}
@inproceedings{bonet:hal-04336947,
TITLE = {{Spherical Sliced-Wasserstein}},
AUTHOR = {Bonet, Cl{\'e}ment and Berg, Paul and Courty, Nicolas and Septier, Fran{\c c}ois and Drumetz, Lucas and Pham, Minh-Tan},
URL = {https://hal.science/hal-04336947},
BOOKTITLE = {{International Conference on Learning Representations (ICLR)}},
ADDRESS = {Kigali, Rwanda},
YEAR = {2023},
MONTH = May,
KEYWORDS = {Optimal Transport, Sliced-Wasserstein, Sphere, Radon Transform},
HAL_ID = {hal-04336947},
HAL_VERSION = {v1},
}
@inproceedings{mahey:hal-04250896,
TITLE = {{Fast Optimal Transport through Sliced Wasserstein Generalized Geodesics}},
AUTHOR = {Mahey, Guillaume and Chapel, Laetitia and Gasso, Gilles and Bonet, Cl{\'e}ment and Courty, Nicolas},
URL = {https://cnrs.hal.science/hal-04250896},
NOTE = {Main: 10 pages,4 Figures Tables Supplementary: 19 pages, 13 Figures ,1 Table. Sumbitted to Neurips 2023},
BOOKTITLE = {{NeurIPS}},
ADDRESS = {New Orleans, United States},
YEAR = {2023},
MONTH = Dec,
HAL_ID = {hal-04250896},
HAL_VERSION = {v1},
}
@inproceedings{lefebvre:hal-02384677,
TITLE = {{Extraction of urban vegetation with Pleiades multiangular images}},
AUTHOR = {Lefebvre, Antoine and Nabucet, Jean and Corpetti, Thomas and Courty, Nicolas and Hubert-Moy, Laurence},
URL = {https://hal.science/hal-02384677},
BOOKTITLE = {{SPIE Remote Sensing 2016}},
ADDRESS = {Edinburgh, United Kingdom},
PAGES = {100080H},
YEAR = {2016},
MONTH = Sep,
DOI = {10.1117/12.2241162},
HAL_ID = {hal-02384677},
HAL_VERSION = {v1},
}
@article{vayer:hal-02971153,
TITLE = {{Fused Gromov-Wasserstein Distance for Structured Objects}},
AUTHOR = {Vayer, Titouan and Chapel, Laetitia and Flamary, R{\'e}mi and Tavenard, Romain and Courty, Nicolas},
URL = {https://hal.science/hal-02971153},
JOURNAL = {{Algorithms}},
PUBLISHER = {{MDPI}},
VOLUME = {13},
NUMBER = {9},
PAGES = {212},
YEAR = {2020},
MONTH = Sep,
DOI = {10.3390/a13090212},
KEYWORDS = {optimal transport ; GRAPHS and Structured objects ; Wasserstein and Gromov-Wasserstein distances},
PDF = {https://hal.science/hal-02971153/file/algorithms-13-00212-v2.pdf},
HAL_ID = {hal-02971153},
HAL_VERSION = {v1},
}
@article{ackaouy:hal-02317028,
TITLE = {{Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data}},
AUTHOR = {Ackaouy, Antoine and Courty, Nicolas and Vall{\'e}e, Emmanuel and Commowick, Olivier and Barillot, Christian and Galassi, Francesca},
URL = {https://hal.science/hal-02317028},
JOURNAL = {{Frontiers in Computational Neuroscience}},
PUBLISHER = {{Frontiers}},
VOLUME = {14},
PAGES = {1-13},
YEAR = {2020},
MONTH = Mar,
DOI = {10.3389/fncom.2020.00019},
KEYWORDS = {deep learning ; Convolutional neural netword ; MS lesion segmentation ; convolutional neural networks ; optimal transport ; unsupervised domain adaptation},
PDF = {https://hal.science/hal-02317028v2/file/fncom-14-00019.pdf},
HAL_ID = {hal-02317028},
HAL_VERSION = {v2},
}
@article{damodaran:hal-02174320,
TITLE = {{An Entropic Optimal Transport loss for learning deep neural networks under label noise in remote sensing images}},
AUTHOR = {Damodaran, Bharath Bhushan and Flamary, R{\'e}mi and Seguy, Viven and Courty, Nicolas},
URL = {https://hal.science/hal-02174320},
NOTE = {Under Consideration at Computer Vision and Image Understanding},
JOURNAL = {{Computer Vision and Image Understanding}},
PUBLISHER = {{Elsevier}},
PAGES = {102863},
YEAR = {2020},
MONTH = Feb,
DOI = {10.1016/j.cviu.2019.102863},
PDF = {https://hal.science/hal-02174320/file/S1077314219301559.pdf},
HAL_ID = {hal-02174320},
HAL_VERSION = {v1},
}
@inproceedings{thual:hal-03858930,
TITLE = {{Aligning individual brains with Fused Unbalanced Gromov-Wasserstein}},
AUTHOR = {Thual, Alexis and Tran, Huy and Zemskova, Tatiana and Courty, Nicolas and Flamary, R{\'e}mi and Dehaene, Stanislas and Thirion, Bertrand},
URL = {https://hal.science/hal-03858930},
BOOKTITLE = {{NeurIPS 2022 - Conference on Neural Information Processing Systems}},
ADDRESS = {New-Orlean, France},
YEAR = {2022},
MONTH = Nov,
HAL_ID = {hal-03858930},
HAL_VERSION = {v1},
}
@inproceedings{flamary:hal-01377533,
TITLE = {{Optimal spectral transportation with application to music transcription}},
AUTHOR = {Flamary, R{\'e}mi and F{\'e}votte, C{\'e}dric and Courty, Nicolas and Emiya, Valentin},
URL = {https://hal.science/hal-01377533},
BOOKTITLE = {{Advances in Neural Information Processing Systems (NIPS)}},
ADDRESS = {Barcelona, Spain},
YEAR = {2016},
MONTH = Dec,
PDF = {https://hal.science/hal-01377533/file/nips_2016.pdf},
HAL_ID = {hal-01377533},
HAL_VERSION = {v1},
}
@unpublished{russwurm:hal-02174314,
TITLE = {{End-to-end Learning for Early Classification of Time Series}},
AUTHOR = {Russwurm, Marc and Lefevre, S{\'e}bastien and Courty, Nicolas and Emonet, R{\'e}mi and K{\"o}rner, Marco and Tavenard, Romain},
URL = {https://hal.science/hal-02174314},
NOTE = {working paper or preprint},
YEAR = {2019},
MONTH = Jul,
HAL_ID = {hal-02174314},
HAL_VERSION = {v1},
}
@article{ruwurm:hal-04023073,
TITLE = {{End-to-end learned early classification of time series for in-season crop type mapping}},
AUTHOR = {Ru{\ss}wurm, Marc and Courty, Nicolas and Emonet, R{\'e}mi and Lef{\`e}vre, S{\'e}bastien and Tuia, Devis and Tavenard, Romain},
URL = {https://hal.science/hal-04023073},
JOURNAL = {{ISPRS Journal of Photogrammetry and Remote Sensing}},
PUBLISHER = {{Elsevier}},
VOLUME = {196},
PAGES = {445-456},
YEAR = {2023},
MONTH = Feb,
DOI = {10.1016/j.isprsjprs.2022.12.016},
PDF = {https://hal.science/hal-04023073/file/1901.10681.pdf},
HAL_ID = {hal-04023073},
HAL_VERSION = {v1},
}
@unpublished{lenaour:hal-01838784,
TITLE = {{Kinematic driven by distances}},
AUTHOR = {Le Naour, Thibaut and Courty, Nicolas and Gibet, Sylvie},
URL = {https://hal.science/hal-01838784},
NOTE = {working paper or preprint},
YEAR = {2018},
MONTH = Jul,
KEYWORDS = {Character Animation ; Kinematic ; Inverse kinematic ; Motion editing ; Geometrical constraints},
PDF = {https://hal.science/hal-01838784/file/halVersion.pdf},
HAL_ID = {hal-01838784},
HAL_VERSION = {v1},
}
@unpublished{bonet:hal-03858935,
TITLE = {{Efficient Gradient Flows in Sliced-Wasserstein Space}},
AUTHOR = {Bonet, Cl{\'e}ment and Courty, Nicolas and Septier, Fran{\c c}ois and Drumetz, Lucas},
URL = {https://hal.science/hal-03858935},
NOTE = {Published in Transactions on Machine Learning Research (November 2022)},
YEAR = {2022},
MONTH = Nov,
HAL_ID = {hal-03858935},
HAL_VERSION = {v1},
}
@unpublished{vayer:hal-02174316,
TITLE = {{Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties}},
AUTHOR = {Vayer, Titouan and Chapel, Laetitia and Flamary, R{\'e}mi and Tavenard, Romain and Courty, Nicolas},
URL = {https://hal.science/hal-02174316},
NOTE = {working paper or preprint},
YEAR = {2019},
MONTH = Jul,
HAL_ID = {hal-02174316},
HAL_VERSION = {v1},
}
@inproceedings{vayer:hal-02174309,
TITLE = {{Sliced Gromov-Wasserstein}},
AUTHOR = {Vayer, Titouan and Flamary, R{\'e}mi and Tavenard, Romain and Chapel, Laetitia and Courty, Nicolas},
URL = {https://hal.science/hal-02174309},
BOOKTITLE = {{NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems}},
ADDRESS = {Vancouver, Canada},
VOLUME = {32},
YEAR = {2019},
MONTH = Dec,
HAL_ID = {hal-02174309},
HAL_VERSION = {v1},
}
@inproceedings{bonet:hal-04356781,
TITLE = {{Hyperbolic Sliced-Wasserstein via Geodesic and Horospherical Projections}},
AUTHOR = {Bonet, Cl{\'e}ment and Chapel, Laetitia and Drumetz, Lucas and Courty, Nicolas},
URL = {https://hal.science/hal-04356781},
NOTE = {Accepted at the TAG-ML 2023 ICML Workshop},
BOOKTITLE = {{TAG-ML 2023 ICML Workshop}},
ADDRESS = {Honololu, Hawaii, United States},