01 · Oct 21WeVisOne-VL: Unified Visual Perception from Objects to PixelsTianming Liang, Junyi Pan, Yuxi Li and 5 morearXiv 2610.31329 Hugging Face 244Upvotes
02 · Oct 16Editing Images into Reusable Layers via Compositional Edit-Prior DistillationWen Xue, Yong Liu, Xueheng Li and 5 morearXiv 2610.24738 Hugging Face 184Upvotes
03 · Oct 21IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI SystemsA. Jian Yang, An Huang, Bo Dan and 174 morearXiv 2610.30949 Hugging Face 100Upvotes
04 · Oct 20Toward Recursive Self-Improvement in Physical AIMeng Luo, Zechen Bai, Shanqing Xu and 9 morearXiv 2610.29677 Hugging Face 59Upvotes
05 · Oct 17Deep Fusion Memory: A Chunk-Level Parametric Memory for Large Language ModelsRubin Wei, Siyuan Sun, Hao Sun and 5 morearXiv 2610.25100 Hugging Face 50Upvotes
06 · Oct 13What Generation Knows: Unlocking Fine-Grained Understanding in Unified Multimodal ModelsTengju Ru, Weitong Lian, Zecong Tang and 6 morearXiv 2610.23987 Hugging Face 40Upvotes
07 · Oct 20Self-Distilling Future Video Representations for World Action ModelsHuiwon Jang, Suhyeok Jang, Hyeonmo Kang and 3 morearXiv 2610.30320 Hugging Face 38Upvotes
08 · Oct 21FilmFlow: Agentic System for 3D Virtual Film CinematographyYiming Zhang, Jiarui Guo, Haojia Wei and 5 morearXiv 2610.30753 Hugging Face 32Upvotes
09 · Oct 21UserArena: Benchmarking Interactive User Simulation for Long-Horizon Shopping AgentsJujia Zhao, Jiakai Tang, Jing Yu and 6 morearXiv 2610.30932 Hugging Face 25Upvotes
10 · Oct 18RouteWeaver: Weaving Mode Selection and Execution into Unified LLM RoutingXiaohan Wang, Haozhen Zhang, Qingyuan Liu and 2 morearXiv 2610.19705 Hugging Face 25Upvotes
11 · Oct 19RLSplat: Resource-Linear Budget Control for Feed-forward 3D Gaussian SplattingInjae Kim, Minseok Joo, Jihwan Park and 3 morearXiv 2610.27712 Hugging Face 24Upvotes
12 · Oct 18Heartbeat Thinking: Speculative Reasoning and Tool Execution While Listening in Realtime Voice AgentsZhenyu Zhang, Kewei Fu, Yongqi Tong and 4 morearXiv 2610.26233 Hugging Face 24Upvotes
13 · Oct 21HiSTEVE 1.0: Harnessing Human-Interface VLA Agents for Open-World GamesZecong Tang, Zian Guan, Yuncheng Guo and 3 morearXiv 2610.31162 Hugging Face 23Upvotes
14 · Oct 21Different Tasks, Different Timesteps: Temporal Task-Aware Quantization for Diffusion Language ModelsOfek Avivi, Eliron Rahimi, Avi Mendelson and 1 morearXiv 2610.31198 Hugging Face 23Upvotes
15 · Oct 20Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM SystemsDaniel Ruiz, Luca Luceri, Emilio FerraraarXiv 2610.30418 Hugging Face 23Upvotes
16 · Oct 22RSIHub: A Composable Framework for Agent-Evolution MethodsZimu Wang, Xiaobo Wang, Siyu Ye and 11 morearXiv 2610.32253 Hugging Face 22Upvotes
17 · Oct 15EvalResearchBench: Can AI Agents Build Their Own Feedback for Recursive Self-Improvement?Yaolun Zhang, Tianyi Xu, Yujie Zhao and 3 morearXiv 2610.04184 Hugging Face 22Upvotes
18 · Oct 21Cola2: Co-Adaptive Hierarchical Language Modeling with Continuous Semantic Compression and Balanced Discrete GenerationHongcan Guo, Yian Zhao, Feng Wang and 4 morearXiv 2610.31305 Hugging Face 21Upvotes
19 · Oct 18Omni-Woodpecker: Hallucination Correction via Evidence-Prior Rebalancing for Omni LLMsZijian Liu, Chaoyou Fu, Yan Yang and 2 morearXiv 2610.27103 Hugging Face 20Upvotes
20 · Oct 21AnyGameRenderer: Entity-Consistent Generative Rendering Across Games and an Entity-Level BenchmarkRuicong Liu, Liangyang Ouyang, Fengbo Lan and 2 morearXiv 2610.31466 Hugging Face 19Upvotes