01 · Oct 21WeVisOne-VL: Unified Visual Perception from Objects to PixelsTianming Liang, Junyi Pan, Yuxi Li and 5 morearXiv 2610.31329 Hugging Face 229Upvotes
02 · Oct 22Making MLLM Latents Matter: Factor-Aware Predictive Learning for Cinematic Video GenerationSonglin Yang, Zhe Wang, Xiaotong Zhao and 8 morearXiv 2610.30926 Hugging Face 165Upvotes
03 · Oct 18Deep Search in Real-World Web EnvironmentsXiaomin Yu, Hongliang Chen, Zhe Huang and 22 morearXiv 2610.30181 Hugging Face 152Upvotes
04 · Oct 16Editing Images into Reusable Layers via Compositional Edit-Prior DistillationWen Xue, Yong Liu, Xueheng Li and 5 morearXiv 2610.24738 Hugging Face 74Upvotes
05 · Oct 21IQuest-Q1: Advancing Foundation Capabilities for Agentic CLI SystemsA. Jian Yang, An Huang, Bo Dan and 174 morearXiv 2610.30949 Hugging Face 66Upvotes
06 · Oct 20Toward Recursive Self-Improvement in Physical AIMeng Luo, Zechen Bai, Shanqing Xu and 9 morearXiv 2610.29677 Hugging Face 49Upvotes
07 · Oct 19Policy-Mask: Budget-Aware Adaptation of Diffusion Features to Discriminative TasksIvan Listopadov, Maksim Nakhodnov, Aibek AlanovarXiv 2610.28889 Hugging Face 44Upvotes
08 · 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 40Upvotes
09 · Oct 13What Generation Knows: Unlocking Fine-Grained Understanding in Unified Multimodal ModelsTengju Ru, Weitong Lian, Zecong Tang and 6 morearXiv 2610.23987 Hugging Face 33Upvotes
10 · Oct 20LaLa-World: Scaling Latent World Models with Natural Language ActionsJunha Song, Geonmo Gu, Jeongeun Park and 5 morearXiv 2610.27851 Hugging Face 29Upvotes
11 · Oct 21FilmFlow: Agentic System for 3D Virtual Film CinematographyYiming Zhang, Jiarui Guo, Haojia Wei and 5 morearXiv 2610.30753 Hugging Face 26Upvotes
12 · Oct 20Self-Distilling Future Video Representations for World Action ModelsHuiwon Jang, Suhyeok Jang, Hyeonmo Kang and 3 morearXiv 2610.30320 Hugging Face 26Upvotes
13 · Oct 19Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoEErmo Hua, Xiangyu Hong, Baiting Wu and 11 morearXiv 2610.27598 Hugging Face 25Upvotes
14 · Oct 19Code2Video-Compass: A Comprehensive Benchmark for General-Purpose Code-Based Video Generation across T2V, I2V, and V2VZhenghan Chen, Zekai Shao, Xin Lin and 2 morearXiv 2610.28416 Hugging Face 24Upvotes
15 · Oct 18RouteWeaver: Weaving Mode Selection and Execution into Unified LLM RoutingXiaohan Wang, Haozhen Zhang, Qingyuan Liu and 2 morearXiv 2610.19705 Hugging Face 18Upvotes
16 · 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 18Upvotes
17 · Oct 21Beyond Watching and Searching: Benchmarking Agents for Video-centered Deep Research ReportsJiahao Meng, Qize Yang, Yuxuan Wang and 4 morearXiv 2610.31158 Hugging Face 17Upvotes
18 · Oct 20Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM SystemsDaniel Ruiz, Luca Luceri, Emilio FerraraarXiv 2610.30418 Hugging Face 16Upvotes
19 · Oct 21Is Complex Agentic Memory Always Needed? Naive RAG Is Stronger Than We ThoughtZhengye Bao, Shengtao Zhang, Haokai Zhang and 3 morearXiv 2610.30755 Hugging Face 15Upvotes
20 · Oct 19RLSplat: Resource-Linear Budget Control for Feed-forward 3D Gaussian SplattingInjae Kim, Minseok Joo, Jihwan Park and 3 morearXiv 2610.27712 Hugging Face 15Upvotes