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62 Results
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Workshop
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RLSBench: A Large-Scale Empirical Study of Domain Adaptation Under Relaxed Label Shift Saurabh Garg · Nick Erickson · James Sharpnack · Alexander Smola · Sivaraman Balakrishnan · Zachary Lipton |
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Workshop
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Fast temporal decoding from large-scale neural recordings in monkey visual cortex Jerome Hadorn · Zuowen Wang · Bodo Rueckauer · Xing Chen · Pieter Roelfsema · Shih-Chii Liu |
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Expo Workshop
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Wed 9:30 |
PyTorch: New advances for large-scale training and performance optimizations Geeta Chauhan · Rohan Varma · Ke Wen · Taylor Robie · Andrew Gu · Anupam Bhatnagar · Bin Bao · Natalia Gimelshein · Animesh Jain · Sherlock Huang |
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Poster
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Wed 14:00 |
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling Xuanhong Chen · Kairui Feng · Naiyuan Liu · Bingbing Ni · Yifan Lu · Zhengyan Tong · Ziang Liu |
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Poster
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Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences Siwei Wang · Xinwang Liu · Suyuan Liu · Jiaqi Jin · Wenxuan Tu · Xinzhong Zhu · En Zhu |
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Expo Workshop
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Mon 7:30 |
PyTorch: New advances for large-scale training and performance optimizations Geeta Chauhan · Rohan Varma · Ke Wen · Taylor Robie · Andrew Gu · Anupam Bhatnagar · Bin Bao · Natalia Gimelshein · Animesh Jain · Sherlock Huang |
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Poster
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Tue 9:00 |
Matryoshka Representation Learning Aditya Kusupati · Gantavya Bhatt · Aniket Rege · Matthew Wallingford · Aditya Sinha · Vivek Ramanujan · William Howard-Snyder · Kaifeng Chen · Sham Kakade · Prateek Jain · Ali Farhadi |
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Workshop
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GLINKX: A Unified Framework for Large-scale Homophilous and Heterophilous Graphs Marios Papachristou · Rishab Goel · Frank Portman · Matthew Miller · Rong Jin |
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Workshop
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Fri 9:35 |
Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training Yang You |
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Poster
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Tue 14:00 |
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models Boxin Wang · Wei Ping · Chaowei Xiao · Peng Xu · Mostofa Patwary · Mohammad Shoeybi · Bo Li · Anima Anandkumar · Bryan Catanzaro |
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Poster
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Thu 9:00 |
Single-pass Streaming Lower Bounds for Multi-armed Bandits Exploration with Instance-sensitive Sample Complexity Sepehr Assadi · Chen Wang |
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Poster
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Thu 14:00 |
Large-Scale Retrieval for Reinforcement Learning Peter Humphreys · Arthur Guez · Olivier Tieleman · Laurent Sifre · Theophane Weber · Timothy Lillicrap |