Podcast Episodes

JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting

Episode 1970

🤗 Upvotes: 30 | cs.CL

Authors:
Lanxiang Hu, Zhaoxiang Feng, Yulun Wu, Haoran Yuan, Yujie Zhao, Yu-Yang Qian, Boj…

4 months ago

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GUI vs. CLI: Execution Bottlenecks in Screen-Only and Skill-Mediated Computer-Use Agents

Episode 1969

🤗 Upvotes: 26 | cs.AI

Authors:
Xiao Zhou, Siyue Zhang, Yilun Zhao, Jinbiao Wei, Tingyu Song, Arman Cohan, Chen Z…

4 months ago

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Fast LeWorldModel

Episode 1968

🤗 Upvotes: 22 | cs.LG, cs.CV, cs.RO

Authors:
Yuntian Gao, Xiangyu Xu

Title:
Fast LeWorld…

4 months ago

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EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

Episode 1967

🤗 Upvotes: 105 | cs.CL

Authors:
Jundong Xu, Qingchuan Li, Jiaying Wu, Yihuai Lan, Shuyue Stella Li, Huichi Zhou,…

4 months, 2 weeks ago

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MiniMax Sparse Attention

Episode 1966

🤗 Upvotes: 83 | cs.AI

Authors:
Xunhao Lai, Weiqi Xu, Yufeng Yang, Qiaorui Chen, Yang Xu, Lunbin Zeng, Xiaolong L…

4 months, 2 weeks ago

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SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning

Episode 1965

🤗 Upvotes: 80 | cs.CV, cs.AI

Authors:
Seokju Cho, Ryo Hachiuma, Abhishek Badki, Hang Su, Byung-Kwan Lee, Chan He…

4 months, 2 weeks ago

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InterleaveThinker: Reinforcing Agentic Interleaved Generation

Episode 1964

🤗 Upvotes: 73 | cs.CV

Authors:
Dian Zheng, Harry Lee, Manyuan Zhang, Kaituo Feng, Zoey Guo, Ray Zhang, Hongsheng…

4 months, 2 weeks ago

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FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents

Episode 1963

🤗 Upvotes: 71 | cs.CL

Authors:
Jia Deng, Yimeng Chen, Xiaoqing Xiang, Ziyang Zeng, Shuo Tang, Wayne Xin Zhao, Fe…

4 months, 2 weeks ago

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Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?

Episode 1962

🤗 Upvotes: 71 | cs.CV, cs.AI, cs.CL

Authors:
Jiaqi Tang, Jianmin Chen, Youyang Zhai, Wei Wei, Runtao Liu, Mengji…

4 months, 2 weeks ago

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MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling

Episode 1961

🤗 Upvotes: 69 | cs.LG, cs.AI, cs.CL

Authors:
Jiacheng Chen, Xinyu Zhang, Shunkai Zhang, Yanmohan Wang, Lin Li, T…

4 months, 2 weeks ago

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