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17 Results
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Workshop
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STaR: Benchmarking Spatio-Temporal Reasoning for Systematic Generalization Muhammad Irtaza Khalid · Steven Schockaert |
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Workshop
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System-2 Reasoning via Generality and Adaptation Sejin Kim · Sundong Kim |
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Workshop
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What do Learning Dynamics Reveal about Generalization in LLM Reasoning? Yijun Kang · Amrith Setlur · Dibya Ghosh · Jacob Steinhardt · Claire Tomlin · Sergey Levine · Aviral Kumar |
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Workshop
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Not All LLM Reasoners Are Created Equal Arian Hosseini · Alessandro Sordoni · Daniel Toyama · Aaron Courville · Rishabh Agarwal |
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Poster
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Wed 16:30 |
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization Boshi Wang · Xiang Yue · Yu Su · Huan Sun |
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Workshop
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On Reward Functions For Self-Improving General-Purpose Reasoning Thomas Foster · Eltayeb Ahmed · Jonathan Cook · Shalev Lifshitz · Tim Rocktäschel · Jakob Foerster |
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Workshop
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Genetic Curriculum Learning for Distribution Generalization on the Travelling Salesman Problem Michael Li · Christopher Haberland · Natasha Jaques |
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Workshop
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VURF: A General-purpose Reasoning and Self-refinement Framework for Video Understanding Ahmad Mahmood · Ashmal Vayani · Muhammad Muzammal Naseer · Salman Khan · Fahad Shahbaz Khan |
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Workshop
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Teaching Transformers Causal Reasoning through Axiomatic Training Aniket Vashishtha · Abhinav Kumar · Atharva Pandey · Abbavaram Gowtham Reddy · Vineeth N Balasubramanian · Amit Sharma |
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Workshop
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Sun 16:30 |
Alice in Wonderland: Simple Tasks Reveal Severe Generalization and Basic Reasoning Deficits in State-Of-the-Art Large Language Models Marianna Nezhurina · Lucia Cipolina Kun · Mehdi Cherti · Jenia Jitsev |
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Poster
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Fri 11:00 |
Multi-modal Situated Reasoning in 3D Scenes Xiongkun Linghu · Jiangyong Huang · Xuesong Niu · Xiaojian (Shawn) Ma · Baoxiong Jia · Siyuan Huang |
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Poster
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Fri 11:00 |
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification Zhaorui Tan · Xi Yang · Qiufeng Wang · Anh Nguyen · Kaizhu Huang |