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179 Results
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Poster
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VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely? Jiawei Jiang · Lukas Burkhalter · Fangcheng Fu · Bolin Ding · Bo Du · Anwar Hithnawi · Bo Li · Ce Zhang |
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Workshop
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Biological Neurons vs Deep Reinforcement Learning: Sample efficiency in a simulated game-world Forough Habibollahi · Moein Khajehnejad · Amitesh Gaurav · Brett J. Kagan |
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Poster
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Wed 9:00 |
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design hanxue liang · Zhiwen Fan · Rishov Sarkar · Ziyu Jiang · Tianlong Chen · Kai Zou · Yu Cheng · Cong Hao · Zhangyang Wang |
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Poster
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Wed 9:00 |
Transform Once: Efficient Operator Learning in Frequency Domain Michael Poli · Stefano Massaroli · Federico Berto · Jinkyoo Park · Tri Dao · Christopher Ré · Stefano Ermon |
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Workshop
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Efficient Few-Shot Learning Without Prompts Oren Pereg · Daniel Korat · Moshe Wasserblat · Lewis Tunstall · Unso Eun Seo Jo · Luke Bates · Nils Reimers |
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Workshop
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Fri 10:05 |
Efficient Few-Shot Learning Without Prompts Oren Pereg · Daniel Korat · Moshe Wasserblat · Lewis Tunstall · Unso Eun Seo Jo · Luke Bates · Nils Reimers |
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Workshop
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An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Yuxiang Wu · Yu Zhao · Baotian Hu · Pasquale Minervini · Pontus Lars Erik Saito Stenetorp · Sebastian Riedel |
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Poster
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Thu 14:00 |
Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning Qihua ZHOU · Song Guo · YI LIU · Jie ZHANG · Jiewei Zhang · Tao GUO · Zhenda XU · Xun Liu · Zhihao Qu |
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Poster
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Wed 14:00 |
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation Mehmet Ozgur Turkoglu · Alexander Becker · Hüseyin Anil Gündüz · Mina Rezaei · Bernd Bischl · Rodrigo Caye Daudt · Stefano D'Aronco · Jan Wegner · Konrad Schindler |
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Poster
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Learning Efficient Vision Transformers via Fine-Grained Manifold Distillation Zhiwei Hao · Jianyuan Guo · Ding Jia · Kai Han · Yehui Tang · Chao Zhang · Han Hu · Yunhe Wang |
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Poster
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Tue 9:00 |
Matryoshka Representation Learning Aditya Kusupati · Gantavya Bhatt · Aniket Rege · Matthew Wallingford · Aditya Sinha · Vivek Ramanujan · William Howard-Snyder · Kaifeng Chen · Sham Kakade · Prateek Jain · Ali Farhadi |