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76 Results
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Poster
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Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel SungYub Kim · Sihwan Park · Kyungsu Kim · Eunho Yang |
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Poster
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SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency Junfeng Guo · Yiming Li · Xun Chen · Hanqing Guo · Lichao Sun · Cong Liu |
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Oral
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Mon 1:50 |
Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes Aviral Kumar · Rishabh Agarwal · Xinyang Geng · George Tucker · Sergey Levine |
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Poster
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PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen · Xiao Wang · Soravit Changpinyo · AJ Piergiovanni · Piotr Padlewski · Daniel Salz · Sebastian Goodman · Adam Grycner · Basil Mustafa · Lucas Beyer · Alexander Kolesnikov · Joan Puigcerver · Nan Ding · Keran Rong · Hassan Akbari · Gaurav Mishra · Linting Xue · Ashish V. Thapliyal · James Bradbury · Weicheng Kuo · Mojtaba Seyedhosseini · Chao Jia · Burcu Karagol Ayan · Carlos Riquelme · Andreas Steiner · Anelia Angelova · Xiaohua Zhai · Neil Houlsby · Radu Soricut |
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Poster
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Tue 7:30 |
Compositional Semantic Parsing with Large Language Models Andrew Drozdov · Nathanael Schaerli · Ekin Akyürek · Nathan Scales · Xinying Song · Xinyun Chen · Olivier Bousquet · Denny Zhou |
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Poster
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Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam Yucheng Lu · Conglong Li · Minjia Zhang · Christopher De Sa · Yuxiong He |
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Poster
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Wed 7:30 |
Scaling Laws for a Multi-Agent Reinforcement Learning Model Oren Neumann · Claudius Gros |
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Workshop
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Wed 23:45 |
Trustworthy and Reliable Large-Scale Machine Learning Models Yu Cheng · Boxin Wang · Bo Li · Tom Goldstein · Sanmi Koyejo · Yejin Choi |
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Poster
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Wed 2:30 |
Understanding Zero-shot Adversarial Robustness for Large-Scale Models Chengzhi Mao · Scott Geng · Junfeng Yang · Xin Wang · Carl Vondrick |
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Workshop
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Thu 4:00 |
SemDeDup: Data-efficient learning at web-scale through semantic deduplication Amro Kamal · Kushal Tirumala · Daniel Simig · Surya Ganguli · Ari Morcos |
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Poster
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Mon 2:30 |
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong · Ming Ding · Wendi Zheng · Xinghan Liu · Jie Tang |
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Workshop
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Thu 8:00 |
Scaling laws for deep neural networks: driving theory and understanding through experimental insights Yasaman Bahri |