Episodes

3D and 4D World Modeling: A Survey

Episode 1131 · September 11, 2025 · 20:25

🤗 Upvotes: 40 | cs.CV, cs.RO Authors: Lingdong Kong, Wesley Yang, Jianbiao Mei, Youquan Liu, Ao Liang, Dekai Zhu, Dongyue Lu, Wei Yin, Xiaotao H...

AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

Episode 1130 · September 11, 2025 · 24:44

🤗 Upvotes: 21 | cs.LG, cs.AI, cs.CL Authors: Zhiheng Xi, Jixuan Huang, Chenyang Liao, Baodai Huang, Honglin Guo, Jiaqi Liu, Rui Zheng, Junjie Ye...

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Episode 1129 · September 10, 2025 · 23:21

🤗 Upvotes: 66 | cs.CL Authors: Tong Zheng, Hongming Zhang, Wenhao Yu, Xiaoyang Wang, Xinyu Yang, Runpeng Dai, Rui Liu, Huiwen Bao, Chengsong Hua...

Visual Representation Alignment for Multimodal Large Language Models

Episode 1128 · September 10, 2025 · 26:13

🤗 Upvotes: 54 | cs.CV Authors: Heeji Yoon, Jaewoo Jung, Junwan Kim, Hyungyu Choi, Heeseong Shin, Sangbeom Lim, Honggyu An, Chaehyun Kim, Jisang ...

Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search

Episode 1127 · September 10, 2025 · 21:52

🤗 Upvotes: 45 | cs.CV, cs.AI, cs.CL Authors: Xin Lai, Junyi Li, Wei Li, Tao Liu, Tianjian Li, Hengshuang Zhao Title: Mi...

Reconstruction Alignment Improves Unified Multimodal Models

Episode 1126 · September 10, 2025 · 24:13

🤗 Upvotes: 31 | cs.CV, cs.AI, cs.LG Authors: Ji Xie, Trevor Darrell, Luke Zettlemoyer, XuDong Wang Title: Reconstructio...

UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward

Episode 1125 · September 10, 2025 · 23:02

🤗 Upvotes: 24 | cs.CV, cs.LG Authors: Yufeng Cheng, Wenxu Wu, Shaojin Wu, Mengqi Huang, Fei Ding, Qian He Title: UMO: S...

Reverse-Engineered Reasoning for Open-Ended Generation

Episode 1124 · September 9, 2025 · 12:24

🤗 Upvotes: 107 | cs.AI, cs.CL Authors: Haozhe Wang, Haoran Que, Qixin Xu, Minghao Liu, Wangchunshu Zhou, Jiazhan Feng, Wanjun Zhong, Wei Ye, Ton...

Does DINOv3 Set a New Medical Vision Standard?

Episode 1123 · September 9, 2025 · 10:46

🤗 Upvotes: 28 | cs.CV Authors: Che Liu, Yinda Chen, Haoyuan Shi, Jinpeng Lu, Bailiang Jian, Jiazhen Pan, Linghan Cai, Jiayi Wang, Yundi Zhang, J...

Symbolic Graphics Programming with Large Language Models

Episode 1122 · September 8, 2025 · 13:57

🤗 Upvotes: 31 | cs.CV, cs.LG Authors: Yamei Chen, Haoquan Zhang, Yangyi Huang, Zeju Qiu, Kaipeng Zhang, Yandong Wen, Weiyang Liu Ti...

Set Block Decoding is a Language Model Inference Accelerator

Episode 1121 · September 8, 2025 · 16:21

🤗 Upvotes: 31 | cs.LG Authors: Itai Gat, Heli Ben-Hamu, Marton Havasi, Daniel Haziza, Jeremy Reizenstein, Gabriel Synnaeve, David Lopez-Paz, Bri...

Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth

Episode 1120 · September 5, 2025 · 22:57

🤗 Upvotes: 100 | cs.CL Authors: Yang Wang, Chenghao Xiao, Chia-Yi Hsiao, Zi Yan Chang, Chi-Li Chen, Tyler Loakman, Chenghua Lin Tit...

From Editor to Dense Geometry Estimator

Episode 1119 · September 5, 2025 · 18:45

🤗 Upvotes: 63 | cs.CV, cs.AI Authors: JiYuan Wang, Chunyu Lin, Lei Sun, Rongying Liu, Lang Nie, Mingxing Li, Kang Liao, Xiangxiang Chu, Yao Zhao...

Towards a Unified View of Large Language Model Post-Training

Episode 1118 · September 5, 2025 · 23:07

🤗 Upvotes: 42 | cs.LG, cs.AI, cs.CL Authors: Xingtai Lv, Yuxin Zuo, Youbang Sun, Hongyi Liu, Yuntian Wei, Zhekai Chen, Lixuan He, Xuekai Zhu, Ka...

DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks

Episode 1117 · September 5, 2025 · 20:11

🤗 Upvotes: 41 | cs.AI Authors: Haiyuan Wan, Chen Yang, Junchi Yu, Meiqi Tu, Jiaxuan Lu, Di Yu, Jianbao Cao, Ben Gao, Jiaqing Xie, Aoran Wang, We...

Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?

Episode 1116 · September 5, 2025 · 23:03

🤗 Upvotes: 41 | cs.CL Authors: Qinyan Zhang, Xinping Lei, Ruijie Miao, Yu Fu, Haojie Fan, Le Chang, Jiafan Hou, Dingling Zhang, Zhongfei Hou, Zi...

Open Data Synthesis For Deep Research

Episode 1115 · September 4, 2025 · 23:03

🤗 Upvotes: 37 | cs.CL, cs.AI Authors: Ziyi Xia, Kun Luo, Hongjin Qian, Zheng Liu Title: Open Data Synthesis For Deep Re...

Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Episode 1114 · September 4, 2025 · 21:57

🤗 Upvotes: 33 | cs.AI, cs.CV, cs.RO Authors: Huang Fang, Mengxi Zhang, Heng Dong, Wei Li, Zixuan Wang, Qifeng Zhang, Xueyun Tian, Yucheng Hu, Ha...

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Episode 1113 · September 3, 2025 · 24:16

🤗 Upvotes: 71 | cs.AI, cs.CL, cs.CV, cs.HC Authors: Haoming Wang, Haoyang Zou, Huatong Song, Jiazhan Feng, Junjie Fang, Junting Lu, Longxiang Li...

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

Episode 1112 · September 3, 2025 · 23:48

🤗 Upvotes: 63 | cs.CV, cs.LG Authors: Xiyao Wang, Chunyuan Li, Jianwei Yang, Kai Zhang, Bo Liu, Tianyi Xiong, Furong Huang Title: ...