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13 Results
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Workshop
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Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models Margaret Li |
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Poster
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Wed 14:00 |
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection Lewei Yao · Jianhua Han · Youpeng Wen · Xiaodan Liang · Dan Xu · Wei Zhang · Zhenguo Li · Chunjing XU · Hang Xu |
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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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Thu 9:00 |
Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning Elias Frantar · Dan Alistarh |
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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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Workshop
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HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing Tianlong Chen · Chengyue Gong · Daniel Diaz · Xuxi Chen · Jordan Wells · Qiang Liu · Zhangyang Wang · Andrew Ellington · Alex Dimakis · Adam Klivans |
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Poster
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SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training Yangrui Chen · Cong Xie · Meng Ma · Juncheng Gu · Yanghua Peng · Haibin Lin · Chuan Wu · Yibo Zhu |
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Poster
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Thu 9:00 |
A Fast Post-Training Pruning Framework for Transformers Woosuk Kwon · Sehoon Kim · Michael Mahoney · Joseph Hassoun · Kurt Keutzer · Amir Gholami |
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Poster
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MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training De-An Huang · Zhiding Yu · Anima Anandkumar |
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Poster
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Tue 9:00 |
A Unified Framework for Alternating Offline Model Training and Policy Learning Shentao Yang · Shujian Zhang · Yihao Feng · Mingyuan Zhou |
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Poster
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Tue 9:00 |
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training Geng Yuan · Yanyu Li · Sheng Li · Zhenglun Kong · Sergey Tulyakov · Xulong Tang · Yanzhi Wang · Jian Ren |
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Poster
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Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Ye Du · Yujun Shen · Haochen Wang · Jingjing Fei · Wei Li · Liwei Wu · Rui Zhao · Zehua Fu · Qingjie LIU |