Podcast Episodes

RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards

Episode 1866

🤗 Upvotes: 66 | cs.CL, cs.LG

Authors:
Gaotang Li, Bhavana Dalvi Mishra, Zifeng Wang, Jun Yan, Yanfei Chen, Chun-…

1 month, 2 weeks ago

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Do Enterprise Systems Need Learned World Models? The Importance of Context to Infer Dynamics

Episode 1865

🤗 Upvotes: 53 | cs.AI, cs.CL, cs.LG

Authors:
Jishnu Sethumadhavan Nair, Patrice Bechard, Rishabh Maheshwary, Sur…

1 month, 2 weeks ago

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World Action Models: The Next Frontier in Embodied AI

Episode 1864

🤗 Upvotes: 51 | cs.RO, cs.CL, cs.CV

Authors:
Siyin Wang, Junhao Shi, Zhaoyang Fu, Xinzhe He, Feihong Liu, Chench…

1 month, 2 weeks ago

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Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization

Episode 1863

🤗 Upvotes: 30 | cs.CV, cs.AI

Authors:
Xuanyu Zhu, Yan Bai, Yang Shi, Yihang Lou, Yuanxing Zhang, Jing Jin, Yuan …

1 month, 2 weeks ago

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Efficient Pre-Training with Token Superposition

Episode 1862

🤗 Upvotes: 30 | cs.CL

Authors:
Bowen Peng, Théo Gigant, Jeffrey Quesnelle

Title:
Efficie…

1 month, 2 weeks ago

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AlphaGRPO: Unlocking Self-Reflective Multimodal Generation in UMMs via Decompositional Verifiable Reward

Episode 1861

🤗 Upvotes: 28 | cs.CV, cs.AI, cs.LG

Authors:
Runhui Huang, Jie Wu, Rui Yang, Zhe Liu, Hengshuang Zhao

…

1 month, 2 weeks ago

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MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments

Episode 1860

🤗 Upvotes: 27 | cs.AI, cs.MA

Authors:
Giridhar Ganapavarapu, Dhaval Patel

Title:
MCP-Cos…

1 month, 2 weeks ago

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Qwen-Image-2.0 Technical Report

Episode 1859

🤗 Upvotes: 78 | cs.CV

Authors:
Bing Zhao, Chenfei Wu, Deqing Li, Hao Meng, Jiahao Li, Jie Zhang, Jingren Zhou, J…

1 month, 2 weeks ago

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Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs

Episode 1858

🤗 Upvotes: 66 | cs.CL

Authors:
Guijin Son, Seungone Kim, Catherine Arnett, Hyunwoo Ko, Hyein Lee, Hyeonah Kang, …

1 month, 2 weeks ago

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CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models

Episode 1857

🤗 Upvotes: 54 | cs.CV

Authors:
Joowon Kim, Seungho Shin, Joonhyung Park, Eunho Yang

Title:
…

1 month, 2 weeks ago

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