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Poster
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Thu 16:30
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Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space
Maximilian Stölzle · Cosimo Della Santina
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Poster
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Fri 11:00
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Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
Stefan Stojanovic · Yassir Jedra · Alexandre Proutiere
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Poster
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Thu 11:00
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IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering
Ruosen Li · Ruochen Li · Barry Wang · Xinya Du
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Poster
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Multi-model Ensemble Conformal Prediction in Dynamic Environments
Erfan Hajihashemi · Yanning Shen
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Poster
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Fri 16:30
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MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models
Zichun Yu · Spandan Das · Chenyan Xiong
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Poster
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Thu 16:30
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Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach
Hao Zhang · Chenglin Li · Nuowen Kan · Ziyang Zheng · Wenrui Dai · Junni Zou · Hongkai Xiong
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Poster
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Wed 11:00
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PhyloGen: Language Model-Enhanced Phylogenetic Inference via Graph Structure Generation
ChenRui Duan · Zelin Zang · Siyuan Li · Yongjie Xu · Stan Z. Li
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Poster
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Wed 11:00
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The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
Moritz Schneider · Robert Krug · Narunas Vaskevicius · Luigi Palmieri · Joschka Boedecker
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Poster
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Wed 11:00
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BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning
Haohong Lin · Wenhao Ding · Jian Chen · Laixi Shi · Jiacheng Zhu · Bo Li · DING ZHAO
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Poster
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Wed 16:30
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Parallelizing Model-based Reinforcement Learning Over the Sequence Length
Zirui Wang · Yue DENG · Junfeng Long · Yin Zhang
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Poster
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Fri 11:00
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LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems
Pengkun Wang · Zhe Zhao · HaiBin Wen · Fanfu Wang · Binwu Wang · Qingfu Zhang · Yang Wang
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Workshop
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Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
Dennis Wei · Inkit Padhi · Soumya Ghosh · Amit Dhurandhar · Karthikeyan Natesan Ramamurthy · Maria Chang
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