Episodes

OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding

Episode 2403 · October 16, 2026 · 22:54

🤗 Upvotes: 130 | cs.CV, cs.CL, cs.MM Authors: Xuyang Liu, Shihao Wang, Xinyu Wei, Minghan Li, Zeqing Wang, Zuhao Yang, Zichen Wen, Lei Zhang Title: OmniCompass: A Holist...

Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation

Episode 2402 · October 16, 2026 · 19:40

🤗 Upvotes: 108 | cs.LG, cs.CL Authors: Bingxi Hou, Guochao Jiang, Guofeng Quan, Weiqing Li, Wenfeng Feng, Guohua Liu, Yuewei Zhang Title: Waypoint-OPD: Transferring RL-I...

Self-Evolving Agent Harness

Episode 2401 · October 16, 2026 · 22:25

🤗 Upvotes: 68 | cs.AI, cs.CL Authors: Chuyang Wei, Haoxiang Guan, Minghang Zhu, Kexin Zhou, Jiyan He, Xiren Zhou, Huanhuan Chen, Yifei Shen Title: Self-Evolving Agent Ha...

Speculative Forcing for Efficient Autoregressive Video Generation

Episode 2400 · October 16, 2026 · 22:33

🤗 Upvotes: 58 | cs.CV Authors: Hyunwook Choi, Seungryong Kim, Dongyoon Han, Sangdoo Yun Title: Speculative Forcing for Efficient Autoregressive Video Generation Arxiv: h...

Learning Where to Split: Dynamic Band Splitting for Audio Source Separation

Episode 2399 · October 16, 2026 · 22:18

🤗 Upvotes: 45 | cs.SD Authors: Bingzhe Zhang, Kai Li, Xiaolin Hu Title: Learning Where to Split: Dynamic Band Splitting for Audio Source Separation Arxiv: http://arxiv.o...

SCOPE: Semantic Bounded Credit Optimization for Prompt Engineering in Text-to-image Generation

Episode 2398 · October 16, 2026 · 21:04

🤗 Upvotes: 44 | cs.CV Authors: Yufei Jiao, Jinfa Huang, Zeyue Xue, Tianyu Xie, Yuexiao Ma, Rongrong Ji, Xiawu Zheng, Jiebo Luo Title: SCOPE: Semantic Bounded Credit Opti...

3DCodeVerse: Exploring 3D Worlds as Code

Episode 2397 · October 16, 2026 · 22:13

🤗 Upvotes: 36 | cs.CV, cs.AI Authors: Yipeng Gao, Ziyao Zeng, Jinfa Huang, Yijiang Li, Haolin Xiong, Wang Qin, Xinlei Yu, Youheng Yao, Jie Zhang, Kun-Yu Lin, Rong Liu, Y...

Orbia: Do Generated Videos Form a Consistent 3D World?

Episode 2396 · October 16, 2026 · 21:31

🤗 Upvotes: 28 | cs.CV Authors: Dongyue Lu, Guian Fang, Hur Lim, Yonggang Wu, Yanrong Wang, Hongshan Chen, Shengju Qian, Yue Liao, Wei Chow, Lingdong Kong, Tianxin Huang,...

Mosaic: Multi-Session Agentic Reinforcement Learning

Episode 2395 · October 16, 2026 · 23:07

🤗 Upvotes: 26 | cs.CL, cs.AI, cs.LG Authors: Yilong Xu, Minrui Xu, Xinyu Zhou, Xiang Long, Haochen Tan, Zhijiang Guo Title: Mosaic: Multi-Session Agentic Reinforcement L...

DeltaStreamer: Towards Human-Like Agentic Streaming Video Understanding

Episode 2394 · October 16, 2026 · 21:07

🤗 Upvotes: 25 | cs.CV, cs.AI, cs.HC Authors: Boyuan Sun, Deshui Miao, Wenzhao Gao, Shaoyong Jia, Shaohui Jiao, Chi Liu, Yan Shu, Derek Li, Bryan Dai, Shengsheng Qian, Qi...

Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation

Episode 2393 · October 15, 2026 · 23:08

🤗 Upvotes: 166 | cs.CV Authors: Weijie Wang, Haomin Zhang, Ye Li, Akide Liu, Zeyu Zhang, Haoyu Zhao, Yefei He, Donny Y. Chen, Feng Chen, Bohan Zhuang Title: Any Time, An...

Player-1: Learning to Play from Synthetic Experience

Episode 2392 · October 15, 2026 · 23:48

🤗 Upvotes: 117 | cs.CV, cs.AI, cs.HC Authors: Mingyu Ouyang, Yiran Wang, Siyuan Hu, Xingyilang Yin, Huiqiang Sun, Guangzhi Wang, Junfu Pu, Cheng Cheng, Honghao Chen, Yin...

LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation

Episode 2391 · October 15, 2026 · 21:21

🤗 Upvotes: 50 | cs.LG Authors: Zefeng He, Yunkai Chai, Xiaoyang Chen, Tong Zhu, Zongliang Wu, Yun Luo, Yafu Li, Yu Cheng Title: LatentLoop: Scaling Looped MoE Models wit...

Recovering Reliable Supervision via Critique-Guided On-Policy Distillation

Episode 2390 · October 15, 2026 · 20:41

🤗 Upvotes: 47 | cs.LG, cs.AI Authors: Kaixiang Zhao, Tianrun Yu, Shangzhe Li, Yuxiao Yang, Amanda Hughes, Weitong Zhang, Taylor W. Killian Title: Recovering Reliable Sup...

Cortex: Consolidating Context into Parametric Memory

Episode 2389 · October 15, 2026 · 22:52

🤗 Upvotes: 47 | cs.CL, cs.AI, cs.CV, cs.LG, cs.MA Authors: Jintian Zhang, Feng He, Xinnian Liang, Ziwen Xu, Haoming Xu, Haojing Huang, Shuangzhi Wu, Ningyu Zhang Title: ...

ActionOPD: Distilling Decisions, Not Tokens

Episode 2388 · October 15, 2026 · 21:56

🤗 Upvotes: 44 | cs.AI Authors: Huining Yuan, Xiangmin Yi, Zelai Xu, Zixu Wang, Xinlei Chen, Xiao-Ping Zhang, Yu Wang, Chao Yu Title: ActionOPD: Distilling Decisions, Not...

Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents

Episode 2387 · October 15, 2026 · 19:43

🤗 Upvotes: 39 | cs.SE, cs.AI Authors: Yuyao Ge, Shenghua Liu, Peizhong Gao, Chendi Ge, Chenxu Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Jiayu Yao, Jiafeng Guo, Xueqi Che...

Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory

Episode 2386 · October 15, 2026 · 19:49

🤗 Upvotes: 31 | cs.AI, cs.CL, cs.RO Authors: Minghao Guo, Qingyue Jiao, Xiujin Liu, Jianhong Pang, Ruimeng Yang, Naihao Xu, Liwei Che, Haochen Xue, Ziqi Wang, Xinying Ca...

LensErase: A Foundation Model for Erase Anything

Episode 2385 · October 15, 2026 · 22:52

🤗 Upvotes: 30 | cs.CV Authors: Yunuo Chen, Xiuyu Wu, Qinhong Yang, Jinjing Zhao, Yanchen Dong, Sirui Zhang, Dong Chen, Fangyun Wei, Lei Shi, Ji Li, Dongdong Chen, Guo Lu...

KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cache Quantization

Episode 2384 · October 15, 2026 · 25:43

🤗 Upvotes: 25 | cs.LG, cs.AI Authors: Sihwan Park, Sung-Yub Kim, Doohyuk Jang, Eunho Yang Title: KV4-RL: Unlocking Faster Asynchronous Rollouts for RLVR with INT4 KV Cac...