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170 Results
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Workshop
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Implicit regularization of multi-task learning and finetuning in overparameterized neural networks Jack Lindsey · Samuel Lippl |
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Poster
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Tue 7:30 |
Multi-task Learning with 3D-Aware Regularization Wei-Hong Li · Steven McDonagh · Ales Leonardis · Hakan Bilen |
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Poster
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Fri 7:30 |
Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts Ahmed Hendawy · Jan Peters · Carlo D'Eramo |
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Poster
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Thu 7:30 |
Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning Haowen Wang · Tao Sun · Congyun Jin · Yingbo Wang · Yibo Fan · Yunqi Xu · Yuliang Du · Cong Fan |
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Poster
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Thu 7:30 |
Diffusion Models for Multi-Task Generative Modeling Changyou Chen · Han Ding · Bunyamin Sisman · Yi Xu · Ouye Xie · Benjamin Yao · son tran · Belinda Zeng |
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Poster
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Fri 1:45 |
Parameter-Efficient Multi-Task Model Fusion with Partial Linearization Anke Tang · Li Shen · Yong Luo · Yibing Zhan · Han Hu · Bo Du · Yixin Chen · Dacheng Tao |
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Poster
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Tue 1:45 |
AdaMerging: Adaptive Model Merging for Multi-Task Learning Enneng Yang · Zhenyi Wang · Li Shen · Shiwei Liu · Guibing Guo · Xingwei Wang · Dacheng Tao |
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Workshop
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AdaDemo: Adaptive Online Demonstration Expansion for Multi-task Visual Policy Learning Tongzhou Mu · Yijie Guo · Jie Xu · Ankit Goyal · Hao Su · Dieter Fox · Animesh Garg |
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Poster
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Fri 7:30 |
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes Ruiquan Huang · Yuan Cheng · Jing Yang · Vincent Tan · Yingbin Liang |
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Poster
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Tue 7:30 |
Controlling Vision-Language Models for Multi-Task Image Restoration Ziwei Luo · Fredrik K. Gustafsson · Zheng Zhao · Jens Sjölund · Thomas Schön |
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Workshop
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Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? Guijin Son · Sangwon Baek · Sangdae Nam · Ilgyun Jeong · Seungone Kim |
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Poster
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Wed 1:45 |
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets Dominique Beaini · Shenyang(Andy) Huang · Joao Cunha · Zhiyi Li · Gabriela Moisescu-Pareja · Oleksandr Dymov · Samuel Maddrell-Mander · Callum McLean · Frederik Wenkel · Luis Müller · Jama Hussein Mohamud · Ali Parviz · Michael Craig · Michał Koziarski · Jiarui Lu · Zhaocheng Zhu · Cristian Gabellini · Kerstin Klaser · Josef Dean · Cas Wognum · Maciej Sypetkowski · Guillaume Rabusseau · Reihaneh Rabbany · Jian Tang · Christopher Morris · Mirco Ravanellu · Guy Wolf · Prudencio Tossou · Hadrien Mary · Therence Bois · Andrew Fitzgibbon · Blazej Banaszewski · Chad Martin · Dominic Masters |