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HuggingFace 每日AI论文速递

Hosted by duan · technology · ZH-CN · 672 episodes

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HuggingFace 每日AI论文速递 is a technology podcast hosted by duan, with 672 episodes on record and a Required Pod Score of 80. PitchCentric scores this show on Booking Probability, Listen Score, and live audience signals refreshed every 24 hours.

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HuggingFace 每日AI论文速递
2026.08.19 | 进化策略微调省显存；技能应用有双刃剑
Aug 19, 202616 min
【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
Listen Show Notes
HuggingFace 每日AI论文速递
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
Aug 18, 202615 min
【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
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HuggingFace 每日AI论文速递
2026.08.17 | 视频检测难防伪；自监督蒸馏促提升
Aug 17, 202615 min
【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
Listen Show Notes
HuggingFace 每日AI论文速递
【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
Aug 17, 202616 min
【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
Listen Show Notes
HuggingFace 每日AI论文速递
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
Aug 15, 202616 min
【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
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HuggingFace 每日AI论文速递

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

Aug 18, 202615 min

【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

Listen Show Notes

Every question we get asked before
someone starts their trial.

If you have a concern about deliverability, AI quality, data privacy, or whether this will actually work for your specific situation, it's probably answered below.

What is the difference between Founder Solo and Founder Pro?

How do agency tiers work?

What is a talent profile?

Can I switch plans later?

Yes, at any time. Upgrades take effect immediately; downgrades apply at the end of the current billing period. Contact support if you need help migrating between plan families.

Do you offer a free trial?

Every paid plan includes a 15-day free trial. Your card is saved at signup but you will not be charged until day 16. Cancel any time from your dashboard.

What happens if I cancel?

You keep access until the end of your current billing period. No charges after that. Your data is retained for 30 days in case you reactivate.

Is the 20% annual discount automatic?

Yes. Select Annual on the pricing toggle and the discounted price is applied automatically at checkout. The annual price shown is the full year cost.

What if I have more than 50 profiles or 20 clients?

That is our Enterprise tier. Contact our sales team and we will build a custom plan with volume pricing, a dedicated account manager, and SLA guarantees.

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HuggingFace 每日AI论文速递

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Recent episodes

2026.08.19 | 进化策略微调省显存；技能应用有双刃剑

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

2026.08.17 | 视频检测难防伪；自监督蒸馏促提升

【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

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

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Best industries to pitch HuggingFace 每日AI论文速递 for

Podcasts like HuggingFace 每日AI论文速递

Every question we get asked before
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HuggingFace 每日AI论文速递

About this Podcast:

Pitch Analysis

What is HuggingFace 每日AI论文速递?

About the host

Recent episodes

2026.08.19 | 进化策略微调省显存；技能应用有双刃剑

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

2026.08.17 | 视频检测难防伪；自监督蒸馏促提升

【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

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

Advertisers on this show

Best industries to pitch HuggingFace 每日AI论文速递 for

Podcasts like HuggingFace 每日AI论文速递

Every question we get asked before
someone starts their trial.

HuggingFace 每日AI论文速递

About this Podcast:

Pitch Analysis

What is HuggingFace 每日AI论文速递?

About the host

Recent episodes

2026.08.19 | 进化策略微调省显存；技能应用有双刃剑

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

2026.08.17 | 视频检测难防伪；自监督蒸馏促提升

【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

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

Advertisers on this show

Best industries to pitch HuggingFace 每日AI论文速递 for

Podcasts like HuggingFace 每日AI论文速递

Every question we get asked beforesomeone starts their trial.

HuggingFace 每日AI论文速递

About this Podcast:

Pitch Analysis

What is HuggingFace 每日AI论文速递?

About the host

Recent episodes

2026.08.19 | 进化策略微调省显存；技能应用有双刃剑

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

2026.08.17 | 视频检测难防伪；自监督蒸馏促提升

【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

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

Advertisers on this show

Best industries to pitch HuggingFace 每日AI论文速递 for

Podcasts like HuggingFace 每日AI论文速递

Every question we get asked beforesomeone starts their trial.

Every question we get asked before
someone starts their trial.

Every question we get asked before
someone starts their trial.