Podcast Episodes

OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers

Episode 2005

🤗 Upvotes: 28 | cs.CV, cs.AI, cs.LG

Authors:
Donghyun Lee, Jitesh Chavan, Duy Nguyen, Sam Huang, Liming Jiang, P…

1 month, 2 weeks ago

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VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon

Episode 2004

🤗 Upvotes: 23 | cs.RO

Authors:
Yi Pan, Miao Pan, Qi Lu, Jiaming Huang, Man Zhang, Siteng Huang, Xin Li, Jie Zhan…

1 month, 2 weeks ago

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DataComp-VLM: Improved Open Datasets for Vision-Language Models

Episode 2003

🤗 Upvotes: 21 | cs.CV, cs.CL, cs.LG

Authors:
Matteo Farina, Vishaal Udandarao, Thao Nguyen, Selim Kuzucu, Maximi…

1 month, 2 weeks ago

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Program-as-Weights: A Programming Paradigm for Fuzzy Functions

Episode 2002

🤗 Upvotes: 58 | cs.LG, cs.AI, cs.CL

Authors:
Wentao Zhang, Liliana Hotsko, Woojeong Kim, Pengyu Nie, Stuart Shie…

1 month, 3 weeks ago

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AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents

Episode 2001

🤗 Upvotes: 41 | cs.AI, cs.CL

Authors:
Xiangchen Cheng, Yunwei Jiang, Jianwen Sun, Zizhen Li, Chuanhao Li, Xiangc…

1 month, 3 weeks ago

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EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

Episode 2000

🤗 Upvotes: 40 | cs.AI, cs.CL

Authors:
Zhilin Wang, Han Song, Runzhe Zhan, Jusen Du, Jiacheng Chen, Tianle Li, Qi…

1 month, 3 weeks ago

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Morphing into Hybrid Attention Models

Episode 1999

🤗 Upvotes: 32 | cs.CL

Authors:
Disen Lan, Jianbin Zheng, Yuxi Ren, Xin Xia, Xuanda Wang, Xuefeng Xiao, Xipeng Qi…

1 month, 3 weeks ago

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AgenticDataBench: A Comprehensive Benchmark for Data Agents

Episode 1998

🤗 Upvotes: 23 | cs.DB, cs.AI, cs.CL, cs.LG

Authors:
Zhaoyan Sun, Shan Zhong, Daizhou Wen, Jiaxing Han, Guoliang …

1 month, 3 weeks ago

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Multi-Resolution Flow Matching: Training-Free Diffusion Acceleration via Staged Sampling

Episode 1997

🤗 Upvotes: 22 | cs.CV

Authors:
Xingyu Zheng, Xianglong Liu, Yifu Ding, Weilun Feng, Junqing Lin, Jinyang Guo, Ha…

1 month, 3 weeks ago

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PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception

Episode 1996

🤗 Upvotes: 35 | cs.CV

Authors:
Yana Wei, Hongbo Peng, Yanlin Lai, Liang Zhao, Kangheng Lin, En Yu, Keyu Lv, Han …

1 month, 3 weeks ago

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