HuggingFace 每日AI论文速递

duan

每天10分钟，带您快速了解当日HuggingFace热门AI论文内容。每个工作日更新，欢迎订阅。 📢播客节目在小宇宙、Apple Podcast平台搜索【HuggingFace 每日AI论文速递】 🖼另外还有图文版，可在小红书搜索并关注【AI速递】

  1. 7h ago

    2026.08.19 | 进化策略微调省显存；技能应用有双刃剑

    【赞助商】OpenClaw快报每天五分钟，听听 OpenClaw 快报，带你了解最新动态和业内讨论传送门 https://www.xiaoyuzhoufm.com/podcast/6a1732a2dffa135d0ab5ef43 【目录】本期的 15 篇论文如下： [00:34] 🧬 Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements（Agentic ESOpt：以极低GPU需求微调长程LLM智能体）[01:46] 🧩 Demystifying Agent Skills: Why They Work-Until They Don't（揭秘智能体技能：它们为何有效——直到失效）[02:35] 🔬 ASI-Bench: At the Dawn of Artificial Superintelligence（ASI-Bench：人工超级智能的黎明）[03:26] 💻 FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution（FreeToken：高效的边缘原生MoE服务与带宽自适应执行）[04:20] 🧭 Embodied-Navigator: Point, Think, Memorize, and Align for Efficient Navigation（具身导航器：指向、思考、记忆与对齐实现高效导航）[05:22] 🎬 AVA-Encoder: Towards Agent-Native Video Representation Learning（AVA-编码器：迈向智能体原生的视频表示学习）[06:12] 🖼 EDITBRIDGE: Towards Faithful and Efficient Ultra-High-Resolution Image Editing（EDITBRIDGE：迈向忠实且高效的超高分辨率图像编辑）[07:13] ⚡ Agent Lightning v1.0: Towards Harnessed Agentic RL（Agent Lightning v1.0：迈向框架化的智能体强化学习）[08:12] 🎥 V-RAE: Rethinking Video Latent Spaces for Generation（V-RAE：重新思考用于生成的视频潜空间）[09:17] 🎬 CoinVE-200K: A Large-Scale High-Quality Dataset for Compositional Instruction-Guided Video Editing（CoinVE-200K：面向组合式指令引导视频编辑的大规模高质量数据集）[10:17] 🛡 DiSCO: Defending text-to-image generation through distribution-guided contrastive prompt optimization（DiSCO：通过分布引导的对比提示优化防御文本到图像生成）[11:22] 🧠 Harness the Memory: A Holistic Evaluation of Memory Substrates in Memory Agents（驾驭记忆：对记忆智能体中记忆底层介质的整体评估）[12:32] 🎨 From Corpora to Co-Evolving Capabilities: Capability-Centric Data Design for Generalist Image Generation（从语料到协同演进的能力：以能力为中心的通用图像生成数据设计）[13:31] 📊 StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows（StartupBench：对通用智能体在市场验证的端到端工作流上的基准测评）[14:34] ⚡ Energy-Guided Flow Matching（能量引导的流匹配） 【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递 在小宇宙查看该单集文稿

  2. 1d ago

    2026.08.18 | 智能体化评测让世界模型可诊断；多模态三维生成仍有瓶颈

    【赞助商】OpenClaw快报每天五分钟，听听 OpenClaw 快报，带你了解最新动态和业内讨论传送门 https://www.xiaoyuzhoufm.com/podcast/6a1732a2dffa135d0ab5ef43 【目录】本期的 15 篇论文如下： [00:32] 🕵 HarnessEval-W: Agentifying the Evaluation of Visual Worlds（HarnessEval-W：使视觉世界的评估智能体化）[01:32] 🌍 VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End?（VibeWorlding：多模态智能体能否端到端构建3D开放世界？）[02:10] ⚡ MOSS-VL Technical Report（MOSS-VL 技术报告）[03:05] 🤖 ClawGym II: Exploring Black-Box RL on Agent Harness（ClawGym II：在智能体框架上探索黑盒强化学习）[03:56] 🎯 Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization（学习尚未掌握的，而非已经精通的：面向多奖励策略优化的饱和感知优势重加权）[04:51] 🤖 UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations（UI-Mate：利用上下文演示推进开放权重的基础图形用户界面智能体）[05:46] 🔬 Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search（大型发现模型：基于经验建模的开放式搜索）[06:37] 🎨 An Empirical Study of Training Pixel-Space Text-to-Image Diffusion Models（训练像素空间文本到图像扩散模型的实证研究）[07:31] 🤖 Agentic Transaction: Towards ACID-Compliant Agent Systems（智能体事务：迈向ACID合规的智能体系统）[08:29] 🔬 How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks（智能体如何在自动研究中失败：基于100个真实前沿研究任务的端到端诊断评估）[09:24] ⚡ GenRouter: Unified Workflow Routing for Agentic Image Generation（GenRouter：用于智能体图像生成的统一工作流路由）[10:29] 🧩 MegaParts: Scaling Part-Aware 3D Object Generation to 300 Parts via Token-Efficient Autoregressive Modeling（MegaParts：通过词元高效的自回归建模将部件感知的3D物体生成扩展到300个部件）[11:22] 🧠 Understanding Cognition-Induced Risks in Agentic AI Systems（理解智能体AI系统中认知引发的风险）[12:21] 🔗 Advancing Open and Reproducible Relational Learning: RelArena-$α$, TabPFN-Rel and RPI（推进开放可复现的关系学习：RelArena-α、TabPFN-Rel与RPI）[13:24] 🛡 Ventor-QTest: Threat-Model-Driven Verification of Vendor-Hosted LLM APIs（Ventor-QTest：威胁模型驱动的供应商托管LLM API验证） 【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递 在小宇宙查看该单集文稿

  3. 2d ago

    2026.08.17 | 视频检测难防伪；自监督蒸馏促提升

    【赞助商】OpenClaw快报每天五分钟，听听 OpenClaw 快报，带你了解最新动态和业内讨论传送门 https://www.xiaoyuzhoufm.com/podcast/6a1732a2dffa135d0ab5ef43 【目录】本期的 15 篇论文如下： [00:30] 🛡 Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination（我们能防御针对现实世界危机事件的AI生成视频攻击吗？对检测器、生成器与社会传播的系统评估）[01:27] 👁 Self-Supervised Visual On-Policy Distillation（自监督视觉同策略蒸馏）[02:21] 🤖 Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development（超越最终得分：对长周期AI研究与开发智能体的系统评估）[03:15] 🧠 Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning（Intern-S2-Mobius：知识与推理解耦的基础模型）[04:09] 🎮 Marionette: Predicting World States, Rendering Geometry, Painting Appearance（Marionette：预测世界状态，渲染几何，绘制外观）[05:00] 🧠 SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning（SimpleOPD：面向长上下文推理的简单分词器无关在线策略蒸馏）[06:03] 🧠 MobileMem: Learning from a Year of Mobile Experiences（移动记忆：从一年的移动体验中学习）[06:54] 🤖 DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data（DFM Mimir v1：仅使用合规后训练数据、以1B参数实现前沿性能的开放HRM）[07:50] 🤸 HumanTracker: Towards Comprehensive and Human-Aligned Motion Tracking Benchmark（HumanTracker：迈向全面且与人类感知一致的运动追踪基准）[08:50] 🎨 CPI-Bench: A Comprehensive,Practical and Intelligent Benchmark for Real-World Image Editing（CPI-Bench：一个面向真实世界图像编辑的全面、实用且智能的基准）[09:48] 🧠 Latent On-Policy Self-Distillation（潜在同策略自蒸馏）[10:53] 🔍 Claim-Level Reliability Assessment for Efficient Test-Time Reasoning（面向高效测试时推理的声明级可靠性评估）[11:43] 🤖 PRM-as-a-Judge 1.5: A Toolkit for Robot Process Assessment（PRM-as-a-Judge 1.5：机器人过程评估工具包）[12:42] 📉 Forecast Collapse in Time-Series Foundation Models（时间序列基础模型中的预测崩溃）[13:41] 🤔 Second Thought: Reasoning in Parallel as LLM Agents Act and Observe（第二思考：LLM智能体在行动与观察时并行推理） 【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递 在小宇宙查看该单集文稿

  4. 2d ago

    【周末特辑】8月第3周最火AI论文 | 潜空间推理降本；持续学习促进化

    【赞助商】OpenClaw快报每天五分钟，听听 OpenClaw 快报，带你了解最新动态和业内讨论传送门 https://www.xiaoyuzhoufm.com/podcast/6a1732a2dffa135d0ab5ef43 【目录】本期的 5 篇论文如下： [00:46] TOP1(🔥639) | 🧠 BDH-CQ: In-Context Learning with Recurrent Latent Reasoning（BDH-CQ：基于循环潜在推理的上下文学习）[03:27] TOP2(🔥332) | 🔄 Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA（Macaron-V1：迈向具备自我改进和LoRA混合的开放持续学习）[06:39] TOP3(🔥278) | 📄 Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill（从火花到论文：作为可组合技能的端到端研究论文生成）[10:15] TOP4(🔥255) | 🧬 OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution（OpenART：通过开放式环境演化扩展智能体红队测试）[13:01] TOP5(🔥208) | 🧠 On-Policy Self-Distillation without Any Supervision（无需任何监督的在线策略自蒸馏） 【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递 在小宇宙查看该单集文稿

  5. 5d ago

    2026.08.14 | 动作条件视频世界模型引入几何感知；长时记忆外部化实现无尽世界

    【赞助商】OpenClaw快报每天五分钟，听听 OpenClaw 快报，带你了解最新动态和业内讨论传送门 https://www.xiaoyuzhoufm.com/podcast/6a1732a2dffa135d0ab5ef43 【目录】本期的 15 篇论文如下： [00:32] 🤖 DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation（DreamX-Phi 1.0：面向机器人操作的动作条件视频世界模型）[01:24] 🌍 Alaya-EVOKE: From Linear-Scaling Supervision to Endless World（Alaya-EVOKE：从线性扩展监督到无尽世界）[02:30] 🔀 LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers（LLMRouter：开发、评估和部署LLM路由器的统一基础设施）[03:25] 🧬 DarwinX: Evolving Agent Harnesses Through Natural Selection（DarwinX：通过自然选择进化智能体框架）[04:26] 🔬 Intern-S2-Preview: Scientific Agentic Foundation Model（Intern-S2-Preview：科学智能体基础模型）[05:20] 🎮 PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives（PlayWorld：使用智能体玩家在长程目标上对世界模型进行基准测试）[06:20] 🤖 AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design（AutoDesign：面向长时程智能体设计的元框架优化）[07:23] 🧠 Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence（空间记忆智能体：基于经验的程序记忆实现空间智能）[08:12] ⚡ Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus（混合线性注意力大语言模型中的大规模激活：注意力前尖峰与尖峰间平台）[09:03] 🎭 UniSwap: Streaming Audio-Visual Identity Swapping for Talking Videos（UniSwap：面向说话视频的流式音频-视觉身份交换）[10:12] ⚡ LiveAnimate: Stable Long-Form Streaming Human Animation in Real-Time（LiveAnimate：实时稳定长格式流式人体动画生成）[11:08] 🤖 How Can Rhetoric Reward-Hack AI Reviewers? Dissecting Rhetorical Sensitivity in AI-Based Peer Review（修辞何以能对AI审稿人进行奖励黑客？解析基于AI的同行评审中的修辞敏感性）[12:00] ✂ An AI4AI Framework for Visual Token Pruning（面向视觉Token剪枝的AI4AI框架）[12:56] 🤖 H2R-Bench: Benchmarking Human-to-Robot Manipulation Video Generation in World Models（H2R-Bench：在世界模型中评估人类到机器人的操作视频生成）[14:08] 🔄 Full-bandwidth transformer（全带宽Transformer） 【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递 在小宇宙查看该单集文稿

  6. 6d ago

    2026.08.13 | 演化环境揭示智能体风险；组合技能实现论文生成

    【赞助商】OpenClaw快报每天五分钟，听听 OpenClaw 快报，带你了解最新动态和业内讨论传送门 https://www.xiaoyuzhoufm.com/podcast/6a1732a2dffa135d0ab5ef43 【目录】本期的 15 篇论文如下： [00:26] 🧬 OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution（OpenART：通过开放式环境演化扩展智能体红队测试）[01:35] 📄 Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill（从火花到论文：作为可组合技能的端到端研究论文生成）[02:43] 🧩 AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses（测试时AI4AI：通过推理支架实现强到弱能力迁移）[03:37] 🔬 Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence（Mechanist：将人工智能作为揭示智能机制的科学仪器）[04:33] 🎭 Can LLM Agents Stick to the Script? A Benchmark for Long-Horizon Consistency in Interactive Narratives（大语言模型智能体能否坚守剧本？交互式叙事中长程一致性的基准测试）[05:33] 🌍 StateFlow: Building, Evolving, and Accessing 3D World States for Previsualization（StateFlow：为预可视化构建、演化与访问3D世界状态）[06:28] 📐 Self-Geometry: GT-Free and Plug-and-Play Test-Time Adaptation for Geometrically Consistent 3D Vision Foundation Models（自几何：面向几何一致的3D视觉基础模型的无真值即插即用测试时自适应）[07:25] 🪞 From Synthesis to Removal: Physics-Grounded Reflection Simulation and Diffusion-Based Video Dereflection（从合成到去除：物理驱动的反射模拟与基于扩散模型的视频去反射）[08:22] 🛡 ToolHazard: Scaling Adversarial Environments for Security Evaluation and Alignment of LLM-based Agents（ToolHazard：扩展对抗性环境，用于基于大语言模型的智能体的安全评估与对齐）[09:15] 🔍 The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images（视觉工具使用的幻象：图像思维的因果审计）[10:16] 🤖 Self-Evolving Embodied Agents via Skill-Harness Evolution（基于技能与执行框架演化的自进化具身智能体）[11:19] 🧩 SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries（SkillZip：面向可扩展智能体技能库的合约保持图压缩）[12:14] 🛡 Agent Safety Should Be a Runtime Contract（智能体安全应当是一种运行时契约）[13:01] 🧬 Persistent Recursive Worlds Enable Autonomous Software Evolution（持久递归世界赋能自主软件演化）[13:46] 💡 MBA: Multimodal Benchmark and Agents for Real-World Business Ideation（MBA：面向真实世界商业构思的多模态基准与智能体） 【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递 在小宇宙查看该单集文稿

  7. Aug 12

    2026.08.12 | 共体智能体以人为中心助人成长；智能体与环境共演化迈向自我导向

    【赞助商】OpenClaw快报每天五分钟，听听 OpenClaw 快报，带你了解最新动态和业内讨论传送门 https://www.xiaoyuzhoufm.com/podcast/6a1732a2dffa135d0ab5ef43 【目录】本期的 15 篇论文如下： [00:35] 🤖 ComBodied Agents: a New Paradigm of Human-Centric Agentic AI（共体智能体：以人为中心的智能体人工智能新范式）[01:22] 🧬 Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design（智能体系统中的共同演化：迈向超越人类设计的自我导向演化）[02:22] 🌍 Beyond Pixels: From Video Priors to 4D Worlds（超越像素：从视频先验到4D世界）[03:12] 🧩 Articulated Object Reconstruction from Rest-State Observation（基于静止状态观测的铰接物体重建）[04:09] ⚔ AdvFD: Boosting Visual Generation via Adversarial Fr'echet Distance Loss（AdvFD：通过对抗性弗雷歇距离损失提升视觉生成）[05:05] 🧬 Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution（孟德尔·哥德尔机：通过比较进化实现递归自我改进的编码智能体）[06:00] 🎭 Ex-Omni-2D: Expressive Omni-Modal Dialogue Models with Native Visual Presence（Ex-Omni-2D：具备原生视觉临场感的表现性全模态对话模型）[06:48] 🌍 VibeLifeBench: Can Your Life Agent Be Proactive and Persistent in a Living World?（VibeLifeBench：你的生活智能体能否在动态世界中主动且持久地行动？）[07:46] 🚫 Decoding-Level Taboo: A Diagnostic Stress Test for LLM Robustness（解码级禁忌：大语言模型鲁棒性的诊断性压力测试）[08:33] 📦 SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure（SkillZip：通过发现可复用结构实现自我进化智能体的免评估技能压缩）[09:33] 📱 SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information（SPIEval：评估大型语言模型作为移动助手处理分散个人信息的能力）[10:36] ✂ Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents（并不值得再投入一个词元：高效深度研究智能体的边际价值估计）[11:34] 🌐 Reference-Free Post-Training of Open Large Language Models for Multilingual Machine Translation（开放大语言模型用于多语言机器翻译的无参考后训练）[12:28] 🔍 InSight-doc: Agentic Visual Perception for Long-Document Understanding（InSight-doc：面向长文档理解的智能体视觉感知）[13:27] 🔀 UniMoMo: Expert Merging-Based MoE Acceleration for Large Recommendation Models（UniMoMo：基于专家合并的大型推荐模型MoE加速方法） 【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递 在小宇宙查看该单集文稿

  8. Aug 11

    2026.08.11 | 自进化混合专家赋能持续学习；代码重构基准揭示智能体局限

    【赞助商】OpenClaw快报每天五分钟，听听 OpenClaw 快报，带你了解最新动态和业内讨论传送门 https://www.xiaoyuzhoufm.com/podcast/6a1732a2dffa135d0ab5ef43 【目录】本期的 15 篇论文如下： [00:30] 🔄 Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA（Macaron-V1：迈向具备自我改进和LoRA混合的开放持续学习）[01:24] 🔧 SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring（SWE-Bench ProMax：面向大规模多语言代码重构的智能体基准评测）[02:21] 🐍 Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution（Ouroboros：通过核心评审进化实现自我发展的前沿编程智能体）[03:31] 🧠 BDH-CQ: In-Context Learning with Recurrent Latent Reasoning（BDH-CQ：基于循环潜在推理的上下文学习）[04:13] 🧠 Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory（智能体记忆蒸馏：利用分层教师记忆赋能小型大语言模型智能体）[05:11] 🧠 Motif 3: Technical Report（Motif 3：技术报告）[05:59] 🔬 Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains（Sci-VBench：评估科学领域中知识与推理密集型视频生成）[06:49] 🖼 What to Edit Next: Visually Aligned Image-Editing Follow-Up Suggestions in Conversational Systems（下一步编辑什么：对话系统中的视觉对齐图像编辑后续建议）[07:53] 🎯 SPOT: Sparse Probing and Outcome Calibration for On-Policy Distillation（SPOT：面向同策略蒸馏的稀疏探测与结果校准）[08:58] ⚡ OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching（OasisKV：通过前瞻稀疏预取将解码期KV缓存扩展到HBM之外）[09:49] 🧠 RoMeRL: Balancing Feedback Coverage and the Memory-Reward Trap in Self-Evolving Agent Memory via Reduced-Order Utility States（RoMeRL：通过降阶效用状态平衡自进化智能体记忆中的反馈覆盖与记忆-奖励陷阱）[10:43] 🔍 Evidence-RL: Towards Evidence-intensive Visual Reasoning（证据强化学习：迈向证据密集型视觉推理）[11:42] 🧠 Scaling Inherently Interpretable Language Models（扩展内在可解释的语言模型）[12:40] 🧬 Evo-Bench: Can Language Models Improve Agent Harness?（Evo-Bench：语言模型能否改进智能体运行框架？）[13:40] 🔓 Stealing Reasoning Traces from Proprietary LLM APIs（从专有大语言模型API中窃取推理轨迹） 【关注我们】您还可以在以下平台找到我们，获得播客内容以外更多信息小红书: AI速递 在小宇宙查看该单集文稿

See All (678)

Ratings & Reviews

5
out of 5
2 Ratings

About

每天10分钟，带您快速了解当日HuggingFace热门AI论文内容。每个工作日更新，欢迎订阅。 📢播客节目在小宇宙、Apple Podcast平台搜索【HuggingFace 每日AI论文速递】 🖼另外还有图文版，可在小红书搜索并关注【AI速递】

Information

You Might Also Like