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110 Results
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Poster
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Thu 14:00 |
Dungeons and Data: A Large-Scale NetHack Dataset Eric Hambro · Roberta Raileanu · Danielle Rothermel · Vegard Mella · Tim Rocktäschel · Heinrich Küttler · Naila Murray |
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Poster
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Tue 14:00 |
On the inability of Gaussian process regression to optimally learn compositional functions Matteo Giordano · Kolyan Ray · Johannes Schmidt-Hieber |
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Poster
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ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection HUIPING ZHUANG · Zhenyu Weng · Hongxin Wei · RENCHUNZI XIE · Kar-Ann Toh · Zhiping Lin |
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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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Poster
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Wed 14:00 |
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann · Romain Beaumont · Richard Vencu · Cade Gordon · Ross Wightman · Mehdi Cherti · Theo Coombes · Aarush Katta · Clayton Mullis · Mitchell Wortsman · Patrick Schramowski · Srivatsa Kundurthy · Katherine Crowson · Ludwig Schmidt · Robert Kaczmarczyk · Jenia Jitsev |
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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 |
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Panel
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Wed 10:45 |
Panel 3C-8: AMOS: A Large-Scale… & Breaking Bad: A… Yuanfeng Ji · Silvia Sellán |
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Affinity Workshop
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Model Interpretation based Sample Selection in Large-Scale Conversational Assistants Kiana Hajebi |
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Poster
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Wed 9:00 |
A Large Scale Search Dataset for Unbiased Learning to Rank Lixin Zou · Haitao Mao · Xiaokai Chu · Jiliang Tang · Wenwen Ye · Shuaiqiang Wang · Dawei Yin |
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Workshop
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Simulation-Based Parallel Training Lucas Meyer · Alejandro Ribes · Bruno Raffin |
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Poster
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Tue 14:00 |
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge Linxi Fan · Guanzhi Wang · Yunfan Jiang · Ajay Mandlekar · Yuncong Yang · Haoyi Zhu · Andrew Tang · De-An Huang · Yuke Zhu · Anima Anandkumar |
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Poster
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Tue 9:00 |
Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy Zhiqi Bu · Jialin Mao · Shiyun Xu |