Podcast Episodes

Can Understanding and Generation Truly Benefit Together -- or Just Coexist?

Episode 1135

🤗 Upvotes: 25 | cs.CV

Authors:
Zhiyuan Yan, Kaiqing Lin, Zongjian Li, Junyan Ye, Hui Han, Zhendong Wang, Hao Liu…

6 months, 1 week ago

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MachineLearningLM: Scaling Many-shot In-context Learning via Continued Pretraining

Episode 1134

🤗 Upvotes: 22 | cs.CL, cs.AI

Authors:
Haoyu Dong, Pengkun Zhang, Mingzhe Lu, Yanzhen Shen, Guolin Ke

…

6 months, 1 week ago

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A Survey of Reinforcement Learning for Large Reasoning Models

Episode 1133

🤗 Upvotes: 99 | cs.CL, cs.AI, cs.LG

Authors:
Kaiyan Zhang, Yuxin Zuo, Bingxiang He, Youbang Sun, Runze Liu, Che …

6 months, 1 week ago

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RewardDance: Reward Scaling in Visual Generation

Episode 1132

🤗 Upvotes: 50 | cs.CV

Authors:
Jie Wu, Yu Gao, Zilyu Ye, Ming Li, Liang Li, Hanzhong Guo, Jie Liu, Zeyue Xue, Xi…

6 months, 1 week ago

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3D and 4D World Modeling: A Survey

Episode 1131

🤗 Upvotes: 40 | cs.CV, cs.RO

Authors:
Lingdong Kong, Wesley Yang, Jianbiao Mei, Youquan Liu, Ao Liang, Dekai Zhu…

6 months, 1 week ago

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AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

Episode 1130

🤗 Upvotes: 21 | cs.LG, cs.AI, cs.CL

Authors:
Zhiheng Xi, Jixuan Huang, Chenyang Liao, Baodai Huang, Honglin Guo,…

6 months, 1 week ago

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Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Episode 1129

🤗 Upvotes: 66 | cs.CL

Authors:
Tong Zheng, Hongming Zhang, Wenhao Yu, Xiaoyang Wang, Xinyu Yang, Runpeng Dai, Ru…

6 months, 1 week ago

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Visual Representation Alignment for Multimodal Large Language Models

Episode 1128

🤗 Upvotes: 54 | cs.CV

Authors:
Heeji Yoon, Jaewoo Jung, Junwan Kim, Hyungyu Choi, Heeseong Shin, Sangbeom Lim, H…

6 months, 1 week ago

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Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search

Episode 1127

🤗 Upvotes: 45 | cs.CV, cs.AI, cs.CL

Authors:
Xin Lai, Junyi Li, Wei Li, Tao Liu, Tianjian Li, Hengshuang Zhao

…

6 months, 1 week ago

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Reconstruction Alignment Improves Unified Multimodal Models

Episode 1126

🤗 Upvotes: 31 | cs.CV, cs.AI, cs.LG

Authors:
Ji Xie, Trevor Darrell, Luke Zettlemoyer, XuDong Wang

T…

6 months, 1 week ago

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