Podcast Episodes

MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization

Episode 1262

🤗 Upvotes: 92 | cs.CV

Authors:
Xiangyu Zhao, Junming Lin, Tianhao Liang, Yifan Zhou, Wenhao Chai, Yuzhe Gu, Weiy…

6 months, 3 weeks ago

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MemMamba: Rethinking Memory Patterns in State Space Model

Episode 1261

🤗 Upvotes: 56 | cs.LG, cs.AI, cs.CL

Authors:
Youjin Wang, Yangjingyi Chen, Jiahao Yan, Jiaxuan Lu, Xiao Sun

…

6 months, 3 weeks ago

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UniVideo: Unified Understanding, Generation, and Editing for Videos

Episode 1260

🤗 Upvotes: 47 | cs.CV

Authors:
Cong Wei, Quande Liu, Zixuan Ye, Qiulin Wang, Xintao Wang, Pengfei Wan, Kun Gai, …

6 months, 3 weeks ago

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From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning

Episode 1259

🤗 Upvotes: 42 | cs.AI, cs.CL

Authors:
Cheng Yang, Jiaxuan Lu, Haiyuan Wan, Junchi Yu, Feiwei Qin

Tit…

6 months, 3 weeks ago

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When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Episode 1258

🤗 Upvotes: 38 | cs.CL, cs.AI, cs.LG

Authors:
Soyeong Jeong, Taehee Jung, Sung Ju Hwang, Joo-Kyung Kim, Dongyeop …

6 months, 3 weeks ago

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Meta-Awareness Enhances Reasoning Models: Self-Alignment Reinforcement Learning

Episode 1257

🤗 Upvotes: 38 | cs.LG, cs.AI

Authors:
Yoonjeon Kim, Doohyuk Jang, Eunho Yang

Title:
Meta…

6 months, 3 weeks ago

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VideoCanvas: Unified Video Completion from Arbitrary Spatiotemporal Patches via In-Context Conditioning

Episode 1256

🤗 Upvotes: 36 | cs.CV

Authors:
Minghong Cai, Qiulin Wang, Zongli Ye, Wenze Liu, Quande Liu, Weicai Ye, Xintao Wa…

6 months, 3 weeks ago

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The Alignment Waltz: Jointly Training Agents to Collaborate for Safety

Episode 1255

🤗 Upvotes: 33 | cs.CL

Authors:
Jingyu Zhang, Haozhu Wang, Eric Michael Smith, Sid Wang, Amr Sharaf, Mahesh Pasup…

6 months, 3 weeks ago

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Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense

Episode 1254

🤗 Upvotes: 26 | cs.CL, cs.LG

Authors:
Leitian Tao, Ilia Kulikov, Swarnadeep Saha, Tianlu Wang, Jing Xu, Yixuan L…

6 months, 3 weeks ago

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Cache-to-Cache: Direct Semantic Communication Between Large Language Models

Episode 1253

🤗 Upvotes: 64 | cs.CL, cs.LG, 68T07, 68T50, I.2.7

Authors:
Tianyu Fu, Zihan Min, Hanling Zhang, Jichao Yan, Guoh…

6 months, 4 weeks ago

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