DanceOPD: On-Policy Generative Field Distillation
🤗 Upvotes: 64 | cs.CV, cs.CL, cs.LG Authors: Wei Zhou, Xiongwei Zhu, Zelin Xu, Bo Dong, Lixue Gong, Yongyuan Liang, Meng Chu, Leigang Qu, Lingdong Kong, Wei Liu, Tat-Seng Chua Title: ...
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Brent Allen and Jeff Akin
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Jingwen Liang, Gengyu Wang
In-Context World Modeling for Robotic Control
🤗 Upvotes: 44 | cs.RO, cs.CV Authors: Siyin Wang, Junhao Shi, Senyu Fei, Zhaoyang Fu, Li Ji, Jingjing Gong, Xipeng Qiu Title: In-Context World Modeling for Robotic Control ...
Qwen-Image-Agent: Bridging the Context Gap in Real-World Image Generation
🤗 Upvotes: 41 | cs.CV Authors: Zekai Zhang, Jiahao Li, Jie Zhang, Kaiyuan Gao, Kun Yan, Lihan Jiang, Ningyuan Tang, Shengming Yin, Tianhe Wu, Xiaoyue Chen, Xiao Xu, Yan Shu, Yanran Zhang, Yixian X...
OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning
🤗 Upvotes: 40 | cs.CL Authors: Shuo Yang, Jinyang Wu, Zhengxi Lu, Yuhao Shen, Fan Zhang, Lang Feng, Shuai Zhang, Haoran Luo, Zheng Lian, Zhengqi Wen, Jianhua Tao Title: OPI...
The Verification Horizon: No Silver Bullet for Coding Agent Rewards
🤗 Upvotes: 38 | cs.AI, cs.CL Authors: Binghai Wang, Chenlong Zhang, Dayiheng Liu, Jiajun Zhang, Jiawei Chen, Mouxiang Chen, Rongyao Fang, Siyuan Zhang, Xuwu Wang, Yuheng Jing, Zeyao Ma, Zeyu Cui ...
ViQ: Text-Aligned Visual Quantized Representations at Any Resolution
🤗 Upvotes: 37 | cs.CV Authors: Xumin Yu, Zuyan Liu, Zhenyu Yang, Yuhao Dong, Shengsheng Qian, Jiwen Lu, Han Hu, Yongming Rao Title: ViQ: Text-Aligned Visual Quantized Repre...
JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting
🤗 Upvotes: 30 | cs.CL Authors: Lanxiang Hu, Zhaoxiang Feng, Yulun Wu, Haoran Yuan, Yujie Zhao, Yu-Yang Qian, Bojun Wang, Peng Zhao, Daxin Jiang, Yibo Zhu, Tajana Rosing, Hao Zhang Titl...
GUI vs. CLI: Execution Bottlenecks in Screen-Only and Skill-Mediated Computer-Use Agents
🤗 Upvotes: 26 | cs.AI Authors: Xiao Zhou, Siyue Zhang, Yilun Zhao, Jinbiao Wei, Tingyu Song, Arman Cohan, Chen Zhao Title: GUI vs. CLI: Execution Bottlenecks in Screen-Only...
Fast LeWorldModel
🤗 Upvotes: 22 | cs.LG, cs.CV, cs.RO Authors: Yuntian Gao, Xiangyu Xu Title: Fast LeWorldModel Arxiv: http://arxiv.org/abs/2606.26217v1 A...
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
🤗 Upvotes: 105 | cs.CL Authors: Jundong Xu, Qingchuan Li, Jiaying Wu, Yihuai Lan, Shuyue Stella Li, Huichi Zhou, Bowen Jiang, Lei Wang, Jun Wang, Anh Tuan Luu, Caiming Xiong, Hae Won Park, Bryan H...
MiniMax Sparse Attention
🤗 Upvotes: 83 | cs.AI Authors: Xunhao Lai, Weiqi Xu, Yufeng Yang, Qiaorui Chen, Yang Xu, Lunbin Zeng, Xiaolong Li, Haohai Sun, Haichao Zhu, Vito Zhang, Pengyu Zhao Title: M...
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
🤗 Upvotes: 80 | cs.CV, cs.AI Authors: Seokju Cho, Ryo Hachiuma, Abhishek Badki, Hang Su, Byung-Kwan Lee, Chan Hee Song, Sifei Liu, Subhashree Radhakrishnan, Seungryong Kim, Yu-Chiang Frank Wang, M...
InterleaveThinker: Reinforcing Agentic Interleaved Generation
🤗 Upvotes: 73 | cs.CV Authors: Dian Zheng, Harry Lee, Manyuan Zhang, Kaituo Feng, Zoey Guo, Ray Zhang, Hongsheng Li Title: InterleaveThinker: Reinforcing Agentic Interleave...
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents
🤗 Upvotes: 71 | cs.CL Authors: Jia Deng, Yimeng Chen, Xiaoqing Xiang, Ziyang Zeng, Shuo Tang, Wayne Xin Zhao, Feng Chang, Chuan Hao, Yuan Wei, Ran Tao, Bryan Dai, Ji-Rong Wen Title: ...
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?
🤗 Upvotes: 71 | cs.CV, cs.AI, cs.CL Authors: Jiaqi Tang, Jianmin Chen, Youyang Zhai, Wei Wei, Runtao Liu, Mengjie Zhao, Xiangyu Wu, Qingfa Xiao, Qifeng Chen Title: Robust-U...
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling
🤗 Upvotes: 69 | cs.LG, cs.AI, cs.CL Authors: Jiacheng Chen, Xinyu Zhang, Shunkai Zhang, Yanmohan Wang, Lin Li, Tiancheng Qin, Qin Wang, Zhengmao Zhu, Tianle Li, Jingyang Li, Zehan Li, Binyang Jian...
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces
🤗 Upvotes: 60 | cs.AI Authors: Wanli Li, Bowen Zhou, Yunyao Yu, Zhou Xu, Yifan Yang, Dongsheng Li, Caihua Shan Title: WeaveBench: A Long-Horizon, Real-World Benchmark for C...
LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories
🤗 Upvotes: 50 | cs.CL, cs.AI, cs.LG, cs.MM, cs.RO Authors: Baochang Ren, Xinjie Liu, Xi Chen, Yanshuo Liu, Chenxi Li, Daqi Gao, Zeqin Su, Jintao Xing, Zirui Xue, Rui Li, Xiangyu Zhao, Shuofei Qiao...
HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers
🤗 Upvotes: 24 | cs.CV, cs.AI Authors: Guozhen Zhang, Xuerui Qiu, Yutao Cui, Tianhui Song, Changlin Li, Junzhe Li, Tao Huang, Xiao Zhang, Yang Li, Jianbing Wu, Miles Yang, Zhao Zhong, Liefeng Bo, L...
ABot-Earth 0.5: Generative 3D Earth Model
🤗 Upvotes: 197 | cs.CV Authors: Ming Qian, Tianjian Ouyang, Mingchao Sun, Zijian Wang, Jincheng Xiong, Jiarong Han, Yongchang Zhang, Jiawei Zhang, Xu Wang, Yu Liu, Luyang Tang, Fei Yu, Zengye Ge, ...