MemT-1.0: Towards Memory-Native Evolution
Zhiyu Li, Zeyu Zhang, Linyun Liu and 71 more119Upvotes
AI papers on 20 Oct 2026
The list as it stood that day: the papers researchers were upvoting on Hugging Face's daily papers. Papers stay on arXiv.
Updated 20 Oct 2026, 09:43 UTCSource: Hugging Face daily papers
01 · Oct 18 02 · Oct 18 Learning from Fleet Experience: A Collective Learning Paradigm for Robots
Chao Yu, Shu'ang Yu, Hao Lin and 39 more91Upvotes03 · Oct 18 OpenVLHarness: Real World Visual Agentic Tool-Use with Multimodal Memory
Yu Zhou, Cheng-Fu Yang, Rui Sun and 8 more62Upvotes04 · Oct 18 EgoXperience: Learning World-Grounded Egocentric Representations from Human Experience
Xinhao Ji, Hui En Pang, Hao Li and 12 more45Upvotes05 · Oct 18 ScaleNav: Scalable Internet Video Pretraining for Language-Conditioned Local Navigation
Yihui Yang, Yuanhong Yu, Jiawei Wang and 7 more45Upvotes06 · Oct 18 Holi-World: Building Holistic World Intelligence from Human-Ego Experience
Hao Li, Xiyuan Zheng, Yuanyuan Gao and 7 more44Upvotes07 · Oct 18 Scaling Parameter-Efficient Fine-Tuning for Brain Encoding
Zhuofan Josh Ying, Guanglong Sun, Nolan Ho and 6 more35Upvotes08 · Oct 17 CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents
Zhongwei Xie, Yiming Du, Jiaxin Bai and 10 more30Upvotes09 · Oct 15 OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners
Peisong Wang, Feixue Liu, Yize Meng and 16 more29Upvotes10 · Oct 18 SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum
Zhongxin Chen, Songhao Wu, Heng Cui and 3 more27Upvotes11 · Oct 18 RoAR-VAE: Improving Latent Diffusability through Robust Prediction
Yang Yue, Fangyun Wei, Yitong Wang and 4 more23Upvotes12 · Oct 18 AnyGoal: On World Model Generalization Beyond Expert Rollouts
Heejeong Nam, Divyat Mahajan, Quentin Le Lidec and 2 more22Upvotes13 · Oct 18 InfiniDream: Open-Ended Photorealistic 3D Worlds Through Procedural Generation
Yi-Chuan Huang, Hao-Jen Chien, Zheng-Hui Huang and 3 more20Upvotes14 · Oct 4 MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents
Haozhen Zhang, Haodong Yue, Quanyu Long and 6 more19Upvotes15 · Oct 18 Kronecker Delta Rule for Long Context Linear Attention
Anamaria-Roberta Hartl, Levente Zólyomi, Michael List and 3 more17Upvotes16 · Oct 18 Where is Physical RSI capability from? An Observational Scaling Law of LLM-as-policy
Zekai Li, Jiayi Yu, Jinlu Zhang and 8 more16Upvotes17 · Oct 18 Manga2Animate: An Agentic Framework for Faithful Manga Animation with Script and Storyboard Planning
Sheng-Wei Zhang, Hsi-An Chen, Yan-Ting Liou and 3 more16Upvotes18 · Oct 17 AffordanceWAM: Affordance-Aware Joint World-Action Modeling for Robot Manipulation
Jiadi You, Qize Yu, Yue Chen and 11 more14Upvotes19 · Oct 18 AdaExploreBench: Benchmarking LLM Agents for Proactive Exploration and Test-time Adaptation in Evolving Environments
Rui Wang, Zishen Lai, Jiayu Liu and 15 more13Upvotes20 · Oct 18 DeOverlay: A Benchmark and Source-Anchored Flow for Video Overlay Removal
Deshui Miao, Yuhang Ma, Shaoyong Jia and 4 more12Upvotes