Podcast Episodes

Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

Episode 2283

🤗 Upvotes: 43 | cs.CL, cs.AI

Authors:
Caiqi Zhang, Xiaochen Zhu, Chengzu Li, Yulong Chen, Dharshan Kumaran, Nige…

4 weeks, 1 day ago

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ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

Episode 2282

🤗 Upvotes: 40 | cs.SE, cs.AI

Authors:
Jeonghye Kim, Minseon Kim, Young Jin Kim, Matheus Pereira, Marc-Alexandre …

4 weeks, 1 day ago

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Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening

Episode 2281

🤗 Upvotes: 33 | cs.LG, cs.AI

Authors:
Yizhuo Li, Jianhao Yan, Yun Luo, Zhi Wang, Futing Wang, Rong-Xi Tan, Kangh…

4 weeks, 1 day ago

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ActionPiece: Rethinking Action Tokenization for Autoregressive Vision-Language-Action Models

Episode 2280

🤗 Upvotes: 32 | cs.RO, cs.AI, cs.CL, cs.CV

Authors:
Shijie Lian, Bin Yu, Zhaolong Shen, Xiaopeng Lin, Yichao Du,…

4 weeks, 1 day ago

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VC-Attention: Value Smoothing and Softmax Casting for Low-bit Attention

Episode 2279

🤗 Upvotes: 30 | cs.CV

Authors:
Xingyang Li, Dongyun Zou, Shining Zhang, Jiacheng Chen, Haocheng Xi, Lvmin Zhang,…

4 weeks, 1 day ago

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Agora: Git as Shared Memory for Collective AutoResearch

Episode 2278

🤗 Upvotes: 29 | cs.LG, cs.AI, cs.CL

Authors:
Yifan Zhang, Yunheng Zou, Shaokun Zhang, Jian Hu, Hao Zhang, Binfen…

4 weeks, 1 day ago

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EvolveTrade: Experience-Driven Policy Refinement for Self-Evolving LLM Trading Agents

Episode 2277

🤗 Upvotes: 24 | cs.AI, cs.CL

Authors:
Sehee Kim, Yumin Choi, Minki Kang, Sung Ju Hwang

Title:
…

4 weeks, 1 day ago

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Zing-0.5: Toward Playable Worlds with Real-Time Joint Action and Text Control

Episode 2276

🤗 Upvotes: 23 | cs.CV, cs.LG

Authors:
Mingyang Chen, Shengdong Chen, Xiaoxiao Fu, Bosheng Gong, Haoyuan Guo, Bow…

4 weeks, 1 day ago

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A Zeroth-Order Paradigm for LLM Preference Alignment

Episode 2275

🤗 Upvotes: 21 | cs.CL, cs.AI, cs.LG

Authors:
Peter Chen, Xi Chen, Wotao Yin, Tianyi Lin

Title:
…

4 weeks, 1 day ago

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Continual Learning Mechanisms Compose for Long-Horizon Memorization

Episode 2274

🤗 Upvotes: 271 | cs.LG

Authors:
Zheyuan Zhang, Alvin Zhang, Daniel Khashabi, Tianmin Shu

Title:
…

1 month ago

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