Podcast Episodes

MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models

Episode 1886

🤗 Upvotes: 62 | cs.CV

Authors:
Xiyu Ren, Zhaowei Wang, Yiming Du, Zhongwei Xie, Chi Liu, Xinlin Yang, Haoyue Fen…

1 month, 2 weeks ago

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SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer

Episode 1885

🤗 Upvotes: 53 | cs.CV

Authors:
Haoyi Zhu, Haozhe Liu, Yuyang Zhao, Tian Ye, Junsong Chen, Jincheng Yu, Tong He, …

1 month, 2 weeks ago

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MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory

Episode 1884

🤗 Upvotes: 47 | cs.CV, cs.CL, cs.IR

Authors:
Minghao Guo, Qingyue Jiao, Zeru Shi, Yihao Quan, Boxuan Zhang, Danr…

1 month, 2 weeks ago

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Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning

Episode 1883

🤗 Upvotes: 44 | cs.NE, cs.AI

Authors:
Taebong Kim, Youngsik Hong, Minsik Kim, Sunyoung Choi, Jaewon Jang, Jungho…

1 month, 2 weeks ago

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Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems

Episode 1882

🤗 Upvotes: 41 | cs.AI

Authors:
Shihao Qi, Jie Ma, Rui Xing, Wei Guo, Xiao Huang, Zhitao Gao, Jianhao Deng, Jun L…

1 month, 2 weeks ago

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STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

Episode 1881

🤗 Upvotes: 37 | cs.CL

Authors:
Hanxiang Chao, Yihan Bai, Rui Sheng, Tianle Li, Yushi Sun

Title:
…

1 month, 2 weeks ago

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WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation

Episode 1880

🤗 Upvotes: 36 | cs.CL

Authors:
Shuangrui Ding, Xuanlang Dai, Long Xing, Shengyuan Ding, Ziyu Liu, Yang JingYi, P…

1 month, 2 weeks ago

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MinT: Managed Infrastructure for Training and Serving Millions of LLMs

Episode 1879

🤗 Upvotes: 144 | cs.LG, cs.AI, cs.DC

Authors:
Mind Lab, :, Song Cao, Vic Cao, Andrew Chen, Kaijie Chen, Cleon Ch…

1 month, 2 weeks ago

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MulTaBench: Benchmarking Multimodal Tabular Learning with Text and Image

Episode 1878

🤗 Upvotes: 122 | cs.LG, cs.CL, cs.CV

Authors:
Alan Arazi, Eilam Shapira, Shoham Grunblat, Mor Ventura, Elad Hoff…

1 month, 2 weeks ago

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AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation

Episode 1877

🤗 Upvotes: 79 | cs.CV, cs.AI

Authors:
Yuchao Gu, Guian Fang, Yuxin Jiang, Weijia Mao, Song Han, Han Cai, Mike Zh…

1 month, 2 weeks ago

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