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32 Results
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Poster
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kNN-Diffusion: Image Generation via Large-Scale Retrieval Shelly Sheynin · Oron Ashual · Adam Polyak · Uriel Singer · Oran Gafni · Eliya Nachmani · Yaniv Taigman |
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Poster
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LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval Tao Shen · Xiubo Geng · Chongyang Tao · Can Xu · Xiaolong Huang · Binxing Jiao · Linjun Yang · Daxin Jiang |
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Poster
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HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization Zefeng Cai · Chongyang Tao · Tao Shen · Can Xu · Xiubo Geng · Xin Lin · Liang He · Daxin Jiang |
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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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Enabling Calibration In The Zero-Shot Inference of Large Vision-Language Models Will LeVine · Benjamin Pikus · Pranav Raja · Fernando Amat |
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Workshop
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Fri 6:25 |
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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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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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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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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Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems Yewen Fan · Nian Si · Kun Zhang |
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Workshop
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Thu 4:00 |
Retrieval of Soft Prompt Enhances Zero-Shot Task Generalization Seonghyeon Ye · Joel Jang · Doyoung Kim · Yongrae Jo · Minjoon Seo |
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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 |