Podcast Episodes

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Episode 1212

🤗 Upvotes: 103 | cs.CV, cs.AI

Authors:
Qinsi Wang, Bo Liu, Tianyi Zhou, Jing Shi, Yueqian Lin, Yiran Chen, Hai H…

7 months ago

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Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning

Episode 1211

🤗 Upvotes: 57 | cs.CL

Authors:
Shaobo Wang, Jiaming Wang, Jiajun Zhang, Cong Wang, Yue Min, Zichen Wen, Fei Huan…

7 months ago

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TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning

Episode 1210

🤗 Upvotes: 45 | cs.CL, cs.AI, cs.LG

Authors:
Zhepei Wei, Xiao Yang, Kai Sun, Jiaqi Wang, Rulin Shao, Sean Chen, …

7 months ago

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Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training

Episode 1209

🤗 Upvotes: 36 | cs.LG, cs.AI, cs.CV, cs.MM

Authors:
Junlin Han, Shengbang Tong, David Fan, Yufan Ren, Koustuv Si…

7 months ago

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OceanGym: A Benchmark Environment for Underwater Embodied Agents

Episode 1208

🤗 Upvotes: 30 | cs.CL, cs.AI, cs.CV, cs.LG, cs.RO

Authors:
Yida Xue, Mingjun Mao, Xiangyuan Ru, Yuqi Zhu, Baocha…

7 months ago

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More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models

Episode 1207

🤗 Upvotes: 29 | cs.CV, cs.AI

Authors:
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Mengqi He, Fabian Waschkowski, Lukas W…

7 months ago

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Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners

Episode 1206

🤗 Upvotes: 26 | cs.LG, cs.CL

Authors:
Xin Xu, Cliveb AI, Kai Yang, Tianhao Chen, Yang Wang, Saiyong Yang, Can Ya…

7 months ago

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DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder

Episode 1205

🤗 Upvotes: 26 | cs.CV, cs.AI

Authors:
Junyu Chen, Wenkun He, Yuchao Gu, Yuyang Zhao, Jincheng Yu, Junsong Chen, …

7 months ago

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SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention

Episode 1204

🤗 Upvotes: 98 | cs.LG, cs.AI, cs.CV

Authors:
Jintao Zhang, Haoxu Wang, Kai Jiang, Shuo Yang, Kaiwen Zheng, Haoch…

7 months, 1 week ago

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StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs

Episode 1203

🤗 Upvotes: 58 | cs.CL

Authors:
Yuhan Song, Linhao Zhang, Chuhan Wu, Aiwei Liu, Wei Jia, Houfeng Wang, Xiao Zhou

…

7 months, 1 week ago

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