Podcast Episodes

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Episode 1926

🤗 Upvotes: 124 | cs.LG, cs.CL

Authors:
Kaiyi Zhang, Wei Wu, Yankai Lin

Title:
DelTA: Dis…

3 months ago

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$π$-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Episode 1925

🤗 Upvotes: 86 | cs.AI

Authors:
Haoran Zhang, Luxin Xu, Zhilin Wang, Runquan Gui, Shunkai Zhang, Haodi Lei, Zihao…

3 months ago

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Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps

Episode 1924

🤗 Upvotes: 79 | cs.CL, cs.AI

Authors:
Yanke Zhou, Yiduo Li, Hanlin Tang, Maohua Li, Kan Liu, Lan Tao, Lin Qu, Yu…

3 months ago

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ACC: Compiling Agent Trajectories for Long-Context Training

Episode 1923

🤗 Upvotes: 53 | cs.CL, cs.AI

Authors:
Qisheng Su, Zhen Fang, Shiting Huang, Yu Zeng, Yiming Zhao, Kou Shi, Ziao …

3 months ago

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PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects

Episode 1922

🤗 Upvotes: 42 | cs.CV, cs.RO

Authors:
Ziang Cao, Yinghao Liu, Haitian Li, Runmao Yao, Fangzhou Hong, Zhaoxi Chen…

3 months ago

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LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning

Episode 1921

🤗 Upvotes: 35 | cs.CL, cs.CV

Authors:
Yifan Dai, Zhenhua Wu, Bohan Zeng, Daili Hua, Jialing Liu, Bozhou Li, Yura…

3 months ago

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Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning

Episode 1920

🤗 Upvotes: 30 | cs.AI

Authors:
Banghao Chi, Yining Xie, Mingyuan Wu, Jingcheng Yang, Jize Jiang, Zhaoheng Li, Sh…

3 months ago

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WorldKV: Efficient World Memory with World Retrieval and Compression

Episode 1919

🤗 Upvotes: 29 | cs.CV

Authors:
Jung Yi, Minjae Kim, Paul Hyunbin Cho, Wooseok Jang, Sangdoo Yun, Seungryong Kim

…

3 months ago

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Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

Episode 1918

🤗 Upvotes: 121 | cs.CL, cs.AI, cs.CV, cs.LG

Authors:
Weimin Xiong, Shuhao Gu, Bowen Ye, Zihao Yue, Lei Li, Feifa…

3 months ago

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Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulation

Episode 1917

🤗 Upvotes: 115 | cs.SD, cs.AI, cs.CL, cs.MM, eess.AS

Authors:
Zhifei Xie, Kaiyu Pang, Haobin Zhang, Deheng Ye, X…

3 months ago

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