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42 Results
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Poster
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Tue 9:00 |
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training Zhan Tong · Yibing Song · Jue Wang · Limin Wang |
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Poster
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Wed 14:00 |
Sparse Winning Tickets are Data-Efficient Image Recognizers Mukund Varma T · Xuxi Chen · Zhenyu Zhang · Tianlong Chen · Subhashini Venugopalan · Zhangyang Wang |
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Workshop
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Optimal Behavior Prior: Data-Efficient Human Models for Improved Human-AI Collaboration Mesut Yang · Micah Carroll · Anca Dragan |
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Poster
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Thu 9:00 |
Data-Efficient Structured Pruning via Submodular Optimization Marwa El Halabi · Suraj Srinivas · Simon Lacoste-Julien |
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Workshop
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Fri 8:50 |
A Data-efficient Multiobjective Machine Learning Method For 3D-printed Architected Materials Design Bo Peng · Ye Wei · Yu Qin · Jiabao Dai · Liuliu Han · Yue Li · Peng Wen |
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Poster
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Wed 14:00 |
Data-Efficient Augmentation for Training Neural Networks Tian Yu Liu · Baharan Mirzasoleiman |
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Poster
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Tue 9:00 |
Masked Generative Adversarial Networks are Data-Efficient Generation Learners Jiaxing Huang · Kaiwen Cui · Dayan Guan · Aoran Xiao · Fangneng Zhan · Shijian Lu · Shengcai Liao · Eric Xing |
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Workshop
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Poly-S: Analyzing and Improving Polytropon for Data-Efficient Multi-Task Learning Lucas Page-Caccia · Edoardo Maria Ponti · Liyuan Liu · Matheus Pereira · Nicolas Le Roux · Alessandro Sordoni |
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Poster
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Tue 9:00 |
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data Allen Nie · Yannis Flet-Berliac · Deon Jordan · William Steenbergen · Emma Brunskill |
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Poster
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Thu 9:00 |
Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning Rujie Zhong · Duohan Zhang · Lukas Schäfer · Stefano Albrecht · Josiah Hanna |
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Workshop
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Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification Muhammad ElNokrashy · Badr AlKhamissi · Mona Diab |
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Poster
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Tue 9:00 |
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning Krishnateja Killamsetty · Guttu Sai Abhishek · Aakriti Lnu · Ganesh Ramakrishnan · Alexandre Evfimievski · Lucian Popa · Rishabh Iyer |