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29 Results
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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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Poster
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Wed 2:30 |
Efficient Edge Inference by Selective Query Anil Kag · Igor Fedorov · Aditya Gangrade · Paul Whatmough · Venkatesh Saligrama |
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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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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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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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Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation Systems Yewen Fan · Nian Si · Kun Zhang |
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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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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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BigVGAN: A Universal Neural Vocoder with Large-Scale Training Sang-gil Lee · Wei Ping · Boris Ginsburg · Bryan Catanzaro · Sungroh Yoon |