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Workshop
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Disentangling Questions from Query Generation for Task-Adaptive Retrieval
Yoonsang Lee · Minsoo Kim · seung-won hwang
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Poster
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Fri 11:00
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Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
Siyuan Xu · Minghui Zhu
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Poster
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Thu 16:30
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Efficient Multi-task LLM Quantization and Serving for Multiple LoRA Adapters
Yifei Xia · Fangcheng Fu · Wentao Zhang · Jiawei Jiang · Bin CUI
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Poster
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Thu 11:00
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Beyond task diversity: provable representation transfer for sequential multitask linear bandits
Thang Duong · Zhi Wang · Chicheng Zhang
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Workshop
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On the Implicit Relation between Low-Rank Adaptation and Differential Privacy
Saber Malekmohammadi · Golnoosh Farnadi
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Poster
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Wed 16:30
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MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
Xingkui Zhu · Yiran Guan · Dingkang Liang · Yuchao Chen · Yuliang Liu · Xiang Bai
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Poster
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Wed 16:30
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PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding
Jincen Jiang · Qianyu Zhou · Yuhang Li · Xinkui Zhao · Meili Wang · Lizhuang Ma · Jian Chang · Jian.J Zhang · Xuequan Lu
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Poster
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Fri 16:30
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Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement
Yanyan Huang · Weiqin Zhao · Yihang Chen · Yu Fu · Lequan Yu
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Poster
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Thu 11:00
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Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
Grzegorz Rypeść · Sebastian Cygert · Tomasz Trzcinski · Bartłomiej Twardowski
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Poster
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Fri 16:30
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Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation
Daehee Lee · Minjong Yoo · Woo Kyung Kim · Wonje Choi · Honguk Woo
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Workshop
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Enhanced label noise robustness through early adaptive filtering for the self-supervised speaker verification task
Abderrahim Fathan · Xiaolin Zhu · MD JAHANGIR ALAM
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Workshop
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OPI: An Open Instruction Dataset for Adapting Large Language Models to Protein-Related Tasks
Hongwang Xiao · wenjun lin · Hui Wang · Zheng Liu · Qiwei Ye
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