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Workshop
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Flow-DPO: Improving LLM Mathematical Reasoning through Online Multi-Agent Learning
Yihe Deng · Paul Mineiro
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Workshop
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Sun 14:00
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Keynote: Jason Weston: Self-Training Methods for System 2 Reasoning
Jason Weston
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Poster
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Fri 11:00
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ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
Dan Zhang · Sining Zhoubian · Ziniu Hu · Yisong Yue · Yuxiao Dong · Jie Tang
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Poster
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Fri 11:00
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Improving self-training under distribution shifts via anchored confidence with theoretical guarantees
Taejong Joo · Diego Klabjan
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Poster
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Fri 11:00
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Enhancing Large Vision Language Models with Self-Training on Image Comprehension
Yihe Deng · Pan Lu · Fan Yin · Ziniu Hu · Sheng Shen · Quanquan Gu · James Zou · Kai-Wei Chang · Wei Wang
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Workshop
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Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models
Yuda Song · Hanlin Zhang · Udaya Ghai · Carson Eisenach · Sham Kakade · Dean Foster
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Affinity Event
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Self-Supervised Amharic Text-to-Speech Using Unified Encoder-Decoder Pre-Training
Rahel Mekonen Tamiru · ABEL ALEMU
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Affinity Event
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Self-Supervised Amharic Text-to-Speech Using Unified Encoder-Decoder Pre-Training
Rahel Mekonen Tamiru · ABEL ALEMU
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Workshop
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Squeezing Water from a Stone: Improving Pre-Trained Self-Supervised Embeddings Through Effective Entropy Maximization
Deep Chakraborty · Tim G. J. Rudner · Erik Learned-Miller
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Workshop
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Distributionally robust self-supervised learning for tabular data
Shantanu Ghosh · Tiankang Xie · Mikhail Kuznetsov
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Workshop
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Self-Supervised Pre-training of Spiking Neural Networks by Contrasting Events and Frames
Raghav Singhal · Jan Finkbeiner · Emre Neftci
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Poster
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Wed 11:00
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SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
Dan Zhang · Ziniu Hu · Sining Zhoubian · Zhengxiao Du · Kaiyu Yang · Zihan Wang · Yisong Yue · Yuxiao Dong · Jie Tang
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