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publications.html
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<!DOCTYPE HTML>
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<title>A3D3 Publications</title>
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<a href="index.html" class="logo"><strong>A3D3</strong></a>
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<h2>Papers</h2>
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<p>
<a href="https://github.com/mit-han-lab/torchsparse">TorchSparse: Efficient Point Cloud Inference Engine, 2022, <em>MLSys</em></a><br>
<a href="https://arxiv.org/abs/2107.11673">ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation, 2022, <em>HPCA</em></a><br>
<a href="https://arxiv.org/abs/2110.13041">Applications and Techniques for Fast Machine Learning in Science, 2021, Submitted to <em>Front. Big Data</em></a><br>
<a href="https://arxiv.org/abs/2110.07600">PointAcc: Efficient Point Cloud Accelerator, 2021, <em>MICRO</em></a><br>
<a href="https://arxiv.org/abs/2007.16100">Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution, 2020, <em>ECCV</em></a><br>
<a href="https://arxiv.org/abs/1907.03739">Point-Voxel CNN for Efficient 3D Deep Learning, 2019, <em>NeurIPS (Spotlight)</em></a><br>
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<h2>Talks</h2>
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(Upcoming)<a href="https://vast.cs.ucla.edu/events/2022-02-27/open-source-source-source-transformation-high-level-synthesis-hls">Ye et al., Tutorials on ScaleHSL, FPGA, Feb. 27, 2022</a><br>
<a href="https://physics.columbia.edu/events/hep-seminar-dr-javier-duarte-ucsd">Javier Duarte, Artificial Intelligence at the Edge of Particle Physics, HEP Seminar, Columbia University, November 17, 2021</a><br>
<a href="https://indico.cern.ch/event/1081394/#6-nsf-hdr-institute">Shih-Chieh Hsu, NSF HDR Institute: Accelerated Artificial Intelligence Algorithms for Data-Driven Discovery (A3D3), Fast ML General Meeting, October 1, 2021</a><br>
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