Podcast Episodes

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

Episode 2173

🤗 Upvotes: 120 | cs.CL, cs.SE

Authors:
Yuling Shi, Jinghan Xu, Kelin Fu, Wenhao Zeng, Shilin He, Lei Zhang, Yue …

2 months, 1 week ago

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On-Policy Self-Distillation without Any Supervision

Episode 2172

🤗 Upvotes: 92 | cs.LG

Authors:
Yijiang Li, Bingyang Wang, Yijun Liang, Yunjie Tian, Di Fu, Nuno Vasconcelos

…

2 months, 1 week ago

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Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution

Episode 2171

🤗 Upvotes: 68 | cs.SE, cs.AI

Authors:
Anton Razzhigaev, Andrei Gritsaev, Andrei Kaznacheev, Nikita Dragunov, Rom…

2 months, 1 week ago

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Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory

Episode 2170

🤗 Upvotes: 37 | cs.AI, cs.LG

Authors:
Taeil Kim, Kangsan Kim, Sung Ju Hwang

Title:
Agent…

2 months, 1 week ago

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Motif 3: Technical Report

Episode 2169

🤗 Upvotes: 36 | cs.AI

Authors:
Junghwan Lim, Joon Son Chung, Sungmin Lee, Wai Ting Cheung, Gihun Cho, Minsu Ha, …

2 months, 1 week ago

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Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains

Episode 2168

🤗 Upvotes: 26 | cs.CV, cs.AI

Authors:
Diandian Zhang, Tingyu Song, Lin Fu, Zheyuan Yang, Yilun Zhao

…

2 months, 1 week ago

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What to Edit Next: Visually Aligned Image-Editing Follow-Up Suggestions in Conversational Systems

Episode 2167

🤗 Upvotes: 25 | cs.CV, cs.AI

Authors:
Zhijing Zhang, Jinpeng Yu, Xin Song, Bingnan Li, Chuyue Li, Changhui Du, X…

2 months, 1 week ago

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SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs

Episode 2166

🤗 Upvotes: 33 | cs.CL, cs.LG

Authors:
Kejian Zhu, Zhuoran Jin, Shangqing Tu, Hongbang Yuan, Yushi Bai, Kang Liu,…

2 months, 1 week ago

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Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

Episode 2165

🤗 Upvotes: 29 | cs.CV

Authors:
Kejian Zhu, Zhuoran Jin, Dongqi Huang, Hongbang Yuan, Yupu Hao, Kang Liu, Jun Zha…

2 months, 1 week ago

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SimWAM: A Simple World Action Model for End-to-End Autonomous Driving

Episode 2164

🤗 Upvotes: 22 | cs.CV

Authors:
Zongchuang Zhao, Xin Zhou, Tianyang Xu, Zhengyang Sun, Kaixuan Zhou, Honglin Li, …

2 months, 1 week ago

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