Podcast Episodes

From Proprietary to Open-Source: Bridging the Distribution Gap via Multi-Agent Protocol Distillation in Agentic Search

Episode 2097

🤗 Upvotes: 71 | cs.AI

Authors:
Junlin Liu, Jiangwang Chen, Zixin Song, Shuaiyu Zhou, Chunji Lv, Hank Wu, Kailin …

2 months, 3 weeks ago

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Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation

Episode 2096

🤗 Upvotes: 66 | cs.CV, cs.AI, cs.LG

Authors:
Bingnan Li, Haozhe Wang, Haozhong Xiong, Fangtai Wu, Jinpeng Yu, Ya…

2 months, 3 weeks ago

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StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents

Episode 2095

🤗 Upvotes: 53 | cs.SE, cs.CV

Authors:
Yan Yang, Xiangru Jian, Ziyang Luo, Zirui Zhao, Yutong Dai, Ziji Shi, Hans…

2 months, 3 weeks ago

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Data Pyramid for Embodied Manipulation

Episode 2094

🤗 Upvotes: 32 | cs.RO, cs.CV

Authors:
Yifan Ye, Yankai Fu, Yaoxu Lv, Bohan Hou, Jun Cen, Lingdong Kong, Duo Zhen…

2 months, 3 weeks ago

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Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification

Episode 2093

🤗 Upvotes: 27 | cs.CV

Authors:
Haopeng Li, Yitong Li, Junsong Chen, Tian Ye, Haozhe Liu, Jincheng Yu, Duomin Wan…

2 months, 3 weeks ago

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OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation

Episode 2092

🤗 Upvotes: 23 | cs.SD, cs.CV

Authors:
Jun Zhan, Chen Yang, Yitian Gong, Donghua Yu, Kuangwei Chen, Wenbo Zhang, …

2 months, 3 weeks ago

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Oxygen-TryOn: Fashion-Native Foundation Model for Any-item Virtual Try-On

Episode 2091

🤗 Upvotes: 22 | cs.CV

Authors:
Yong Liu, Xiaolong Fu, Zihang Xu, Wen Xue, Xueheng Li, Lin Song, Yuan Zhang, Chuy…

2 months, 3 weeks ago

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DataPrep-Bench: Benchmarking LLMs as Training Data Preparators

Episode 2090

🤗 Upvotes: 44 | cs.LG, cs.CL

Authors:
Hao Liang, Qifeng Cai, Yibo Lin, Jianzhuo Du, Qifeng Xia, Sizhe Qiu, Linzh…

2 months, 3 weeks ago

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Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills

Episode 2089

🤗 Upvotes: 30 | cs.CL

Authors:
Siyuan Huang, Pengyu Cheng, Haotian Liu, Tao Chen, Yihao Liu, Jingwei Ni, Shijie …

2 months, 3 weeks ago

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Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning

Episode 2088

🤗 Upvotes: 24 | cs.LG, cs.CL, cs.DC

Authors:
Jian Hu, Huiying Li, Hao Zhang, Binfeng Xu, Yifan Zhang, Shaokun Zh…

2 months, 3 weeks ago

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