Stars
OpenMMLab Detection Toolbox and Benchmark
Generating Enhanced Negatives for Training Language-Based Object Detectors, CVPR2024
A detection/segmentation dataset with labels characterized by intricate and flexible expressions. "Described Object Detection: Liberating Object Detection with Flexible Expressions" (NeurIPS 2023).
Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models
[NeurIPS 2024] AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
Repository for the paper, "Exploiting Representation Curvature for Boundary Detection in Time Series" accepted at NeurIPS 2024
[ICML'24 Oral] "MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions"
Easily compute clip embeddings and build a clip retrieval system with them
Code repository for the paper - "Neural Priming for Sample-Efficient Adaptation"
This repository houses the code for the paper - "The Neglected of VLMs"
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
KDD23 - Classification of Edge-Dependent Labels of Nodes in Hypergraphs
Low rank adaptation for Vision Transformer
An open source implementation of CLIP.
[CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael C…
A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...
The official source code for "Conditional Graph Information Bottleneck for Molecular Relational Learning".
Implementation of the paper "Context Consistency Regularization for Label Sparsity in Time Series" (ICML'23)
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Test-time Prompt Tuning (TPT) for zero-shot generalization in vision-language models (NeurIPS 2022))
[AAAI-23] AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series
Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。