Episodes

HeroBench: A Benchmark for Long-Horizon Planning and Structured Reasoning in Virtual Worlds

Episode 1071 · August 19, 2025 · 23:19

🤗 Upvotes: 21 | cs.AI Authors: Petr Anokhin, Roman Khalikov, Stefan Rebrikov, Viktor Volkov, Artyom Sorokin, Vincent Bissonnette Ti...

SSRL: Self-Search Reinforcement Learning

Episode 1070 · August 18, 2025 · 21:51

🤗 Upvotes: 66 | cs.CL Authors: Yuchen Fan, Kaiyan Zhang, Heng Zhou, Yuxin Zuo, Yanxu Chen, Yu Fu, Xinwei Long, Xuekai Zhu, Che Jiang, Yuchen Zha...

DINOv3

Episode 1069 · August 18, 2025 · 26:33

🤗 Upvotes: 65 | cs.CV, cs.LG Authors: Oriane Siméoni, Huy V. Vo, Maximilian Seitzer, Federico Baldassarre, Maxime Oquab, Cijo Jose, Vasil Khalid...

Thyme: Think Beyond Images

Episode 1068 · August 18, 2025 · 23:24

🤗 Upvotes: 59 | cs.CV Authors: Yi-Fan Zhang, Xingyu Lu, Shukang Yin, Chaoyou Fu, Wei Chen, Xiao Hu, Bin Wen, Kaiyu Jiang, Changyi Liu, Tianke Zh...

BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-scale Pretraining

Episode 1067 · August 18, 2025 · 24:09

🤗 Upvotes: 40 | cs.LG, cs.CL Authors: Pratyush Maini, Vineeth Dorna, Parth Doshi, Aldo Carranza, Fan Pan, Jack Urbanek, Paul Burstein, Alex Fang...

XQuant: Breaking the Memory Wall for LLM Inference with KV Cache Rematerialization

Episode 1066 · August 18, 2025 · 23:07

🤗 Upvotes: 24 | cs.LG Authors: Aditya Tomar, Coleman Hooper, Minjae Lee, Haocheng Xi, Rishabh Tiwari, Wonjun Kang, Luca Manolache, Michael W. Ma...

We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning

Episode 1065 · August 15, 2025 · 21:07

🤗 Upvotes: 117 | cs.AI, cs.CV, cs.LG Authors: Runqi Qiao, Qiuna Tan, Peiqing Yang, Yanzi Wang, Xiaowan Wang, Enhui Wan, Sitong Zhou, Guanting Do...

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Episode 1064 · August 15, 2025 · 23:06

🤗 Upvotes: 101 | cs.CV Authors: NextStep Team, Chunrui Han, Guopeng Li, Jingwei Wu, Quan Sun, Yan Cai, Yuang Peng, Zheng Ge, Deyu Zhou, Haomiao ...

PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts

Episode 1063 · August 15, 2025 · 25:09

🤗 Upvotes: 33 | cs.CL, cs.AI Authors: Mo Yu, Tsz Ting Chung, Chulun Zhou, Tong Li, Rui Lu, Jiangnan Li, Liyan Xu, Haoshu Lu, Ning Zhang, Jing Li...

ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing

Episode 1062 · August 15, 2025 · 21:43

🤗 Upvotes: 33 | cs.CV, cs.AI Authors: Lingen Li, Guangzhi Wang, Zhaoyang Zhang, Yaowei Li, Xiaoyu Li, Qi Dou, Jinwei Gu, Tianfan Xue, Ying Shan ...

Story2Board: A Training-Free Approach for Expressive Storyboard Generation

Episode 1061 · August 14, 2025 · 21:29

🤗 Upvotes: 42 | cs.CV, cs.GR, cs.LG Authors: David Dinkevich, Matan Levy, Omri Avrahami, Dvir Samuel, Dani Lischinski Title: ...

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery

Episode 1060 · August 14, 2025 · 23:06

🤗 Upvotes: 29 | cs.CL Authors: Jiatong Li, Weida Wang, Qinggang Zhang, Junxian Li, Di Zhang, Changmeng Zheng, Shufei Zhang, Xiaoyong Wei, Qing L...

Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation

Episode 1059 · August 14, 2025 · 21:04

🤗 Upvotes: 28 | cs.CV Authors: Bowen Xue, Qixin Yan, Wenjing Wang, Hao Liu, Chen Li Title: Stand-In: A Lightweight and ...

Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing

Episode 1058 · August 14, 2025 · 22:48

🤗 Upvotes: 23 | cs.LG, cs.AI Authors: Xu Wang, Chenkai Xu, Yijie Jin, Jiachun Jin, Hao Zhang, Zhijie Deng Title: Diffus...

Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory

Episode 1057 · August 14, 2025 · 21:55

🤗 Upvotes: 22 | cs.CV Authors: Lin Long, Yichen He, Wentao Ye, Yiyuan Pan, Yuan Lin, Hang Li, Junbo Zhao, Wei Li Title: ...

AWorld: Dynamic Multi-Agent System with Stable Maneuvering for Robust GAIA Problem Solving

Episode 1056 · August 14, 2025 · 22:05

🤗 Upvotes: 22 | cs.AI Authors: Zhitian Xie, Qintong Wu, Chengyue Yu, Chenyi Zhuang, Jinjie Gu Title: AWorld: Dynamic Mu...

Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL

Episode 1055 · August 13, 2025 · 23:34

🤗 Upvotes: 34 | cs.CL, cs.AI Authors: Jiaxuan Gao, Wei Fu, Minyang Xie, Shusheng Xu, Chuyi He, Zhiyu Mei, Banghua Zhu, Yi Wu Title:...

Complex Logical Instruction Generation

Episode 1054 · August 13, 2025 · 19:05

🤗 Upvotes: 30 | cs.CL, cs.LG Authors: Mian Zhang, Shujian Liu, Sixun Dong, Ming Yin, Yebowen Hu, Xun Wang, Steven Ma, Song Wang, Sathish Reddy I...

Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models

Episode 1053 · August 13, 2025 · 23:07

🤗 Upvotes: 27 | cs.CL, cs.AI Authors: Wen Wang, Bozhen Fang, Chenchen Jing, Yongliang Shen, Yangyi Shen, Qiuyu Wang, Hao Ouyang, Hao Chen, Chunh...

HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches

Episode 1052 · August 13, 2025 · 23:25

🤗 Upvotes: 24 | cs.IR, cs.AI, cs.CL Authors: Jiejun Tan, Zhicheng Dou, Yan Yu, Jiehan Cheng, Qiang Ju, Jian Xie, Ji-Rong Wen Title:...