HuggingFace 每日AI论文速递

【周末特辑】5月第4周最火AI论文 | CiteVQA揭示归因幻觉；代码成为智能体框架

24 May 2026

Contributed by Lukas

【目录】本期的 5 篇论文如下：[00:40] TOP1(🔥263) | 🔍 CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligenc...

2026.05.22 | 大模型内化地理空间；判别性令牌优化推理

22 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:25] 🚌 TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation（Transit...

2026.05.21 | Mega-ASR降噪减幻觉；Video2GUI数据预训练提效

21 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:23] 🎤 Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulati...

2026.05.20 | 反自蒸馏优化推理；可验证环境测评智能体

20 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:24] 🧠 Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information（基于点互信息的...

2026.05.19 | 长视频生成提速降显存；轻量多模态模型超越大参数模型

19 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:23] 🎬 LongLive-2.0: An NVFP4 Parallel Infrastructure for Long Video Generation（LongLive-2.0：用于...

2026.05.18 | 人类视频炼物理常识；文档问答要查原文

18 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:23] 🧠 PhysBrain 1.0 Technical Report（PhysBrain 1.0 技术报告）[00:56] 🔍 CiteVQA: Benchmarki...

【周末特辑】5月第3周最火AI论文 | MinT让百万LoRA秒挂基础模型；千层DiT均值尖叫MV-Split破局

18 May 2026

Contributed by Lukas

【目录】本期的 5 篇论文如下：[00:44] TOP1(🔥211) | 🏗 MinT: Managed Infrastructure for Training and Serving Millions of LLMs（MinT：...

2026.05.15 | 30B模型刷奥赛金牌；自蒸馏让3B小模型零外挂超能

17 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:23] 🥇 Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling（通过简单且...

2026.05.14 | MinT用LoRA补丁解决大模型规模难题；MulTaBench对齐图文任务小模型胜大模型

14 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:25] 🏗 MinT: Managed Infrastructure for Training and Serving Millions of LLMs（MinT：用于训练和...

2026.05.13 | 原生统一看画；边缘隐私记管

13 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:23] 🧠 SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture（S...

2026.05.12 | 数学家闭门出题考倒大模型；生图模型千字提示精准成画

12 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:25] 🧮 Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of L...

2026.05.11 | 音乐驱舞拆分专家；流匹配蒸馏全科状元

11 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:29] 💃 MACE-Dance: Motion-Appearance Cascaded Experts for Music-Driven Dance Video Generation（MACE-...

【周末特辑】5月第2周最火AI论文 | MolmoAct2开源机器人大脑；长文狼人杀自练暗规则

10 May 2026

Contributed by Lukas

【目录】本期的 5 篇论文如下：[00:33] TOP1(🔥266) | 🤖 MolmoAct2: Action Reasoning Models for Real-world Deployment（MolmoAct2：面向...

2026.05.08 | 全局速写助长文；技能库让智能体进化

08 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:23] 🧠 MiA-Signature: Approximating Global Activation for Long-Context Understanding（MiA-签名：面...

2026.05.07 | 奖励蒸馏让像素会“挑重点”；测试时扩展逐块稳长视频

07 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:24] 🎥 Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation（S...

2026.05.06 | ARIS自怼写论文；PRISM三段洗数据再RL

07 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:25] 🤖 ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration（自主研究：通过对...

2026.05.05 | 开源MolmoAct2实战87%成功率；GPT上下文提炼技能再升级

05 May 2026

Contributed by Lukas

【目录】本期的 14 篇论文如下：[00:21] 🤖 MolmoAct2: Action Reasoning Models for Real-world Deployment（MolmoAct2：面向实际部署的...

【月末特辑】4月最火AI论文 | GrandCode登顶Codeforces；高频Prompt提效大模型

05 May 2026

Contributed by Lukas

【目录】本期的 10 篇论文如下：[00:47] TOP1(🔥626) | 🏆 GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic ...

2026.05.04 | 统一扩散框架十五合一；多智能体搜索碾压单兵

04 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:23] 🎥 UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors（...

【周末特辑】5月第1周最火AI论文 | 潜空间套娃提分快；世界模型分级演化

03 May 2026

Contributed by Lukas

【目录】本期的 5 篇论文如下：[00:35] TOP1(🔥241) | 🔄 Recursive Multi-Agent Systems（递归多智能体系统）[02:34] TOP2(🔥219...

2026.05.01 | Eywa让LLM牵手领域模型提效30%；视觉生成五级跃迁仍卡第三关

01 May 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:25] 🧠 Heterogeneous Scientific Foundation Model Collaboration（异构科学基础模型协作）[01...

2026.04.30 | GLM-5V一锅端训多模态；潜在蒸馏采样省样本

30 Apr 2026

Contributed by Lukas

【目录】本期的 11 篇论文如下：[00:22] 🤖 GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents（GLM-5V-Turbo：迈向多...

2026.04.29 | 递归多智能体套娃提速；数据编程Git式自改进

29 Apr 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:25] 🔄 Recursive Multi-Agent Systems（递归多智能体系统）[01:01] 🔧 Programming with Data:...

2026.04.28 | 强化学习逼出几何一致视频；AI公司乐高式组队降本提效

28 Apr 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：[00:24] 🌍 World-R1: Reinforcing 3D Constraints for Text-to-Video Generation（世界-R1：通过强化学...

2026.04.27 | 坐标系统摄世界模型；扩散重建提速临床CT

27 Apr 2026

Contributed by Lukas

【目录】本期的 11 篇论文如下：[00:31] 🌍 Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond（智能体世界建模：...

【周末特辑】4月第4周最火AI论文 | Tstars-Tryon登顶虚拟试穿；LLaDA2.0-Uni统一多模态生成

26 Apr 2026

Contributed by Lukas

【目录】本期的 5 篇论文如下：00:31 TOP1(🔥244) | 👗 Tstars-Tryon 1.0: Robust and Realistic Virtual Try-On for Diverse Fashion Items（...

2026.04.24 | LLaTiSA四级闯关教模型读时序；WorldMark统一基准测视频世界模型

24 Apr 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：00:23 📈 LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics...

2026.04.23 | LLaDA2.0统一多模态；未来经验外挂RL

23 Apr 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：00:28 🔮 LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Mod...

2026.04.22 | 虚拟试衣3.9秒高清生成；协同生成HOI视频物理一致

22 Apr 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：00:23 👗 Tstars-Tryon 1.0: Robust and Realistic Virtual Try-On for Diverse Fashion Items（Tstars-Tryon 1...

2026.04.21 | 一步听懂句子出图；单步潜码搞定驾驶推理

21 Apr 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：00:24 🚀 Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representa...

2026.04.20 | DPM零训画质糖；两位翻转毁模型

20 Apr 2026

Contributed by Lukas

【目录】本期的 15 篇论文如下：00:20 🔍 Elucidating the SNR-t Bias of Diffusion Probabilistic Models（阐明扩散概率模型的信噪...

【周末特辑】4月第3周最火AI论文 | 单图识3D升维；记忆防崩溃

18 Apr 2026

Contributed by Lukas

【赞助商】通勤路上就听AI每周谈。AI每周谈，每周带你回顾上周AI大事传送门 🔗www.xiaoyuzhoufm.com【目录】本期的 5...

2026.04.17 | HY-World2.0统一生成与重建；DR³-Eval建可复现研究基准

17 Apr 2026

Contributed by Lukas

【赞助商】通勤路上就听AI每周谈。AI每周谈，每周带你回顾上周AI大事传送门 🔗www.xiaoyuzhoufm.com【目录】本期的 1...

2026.04.16 | Seedance 2.0一统多模态生成；RationalRewards让奖励模型讲理

16 Apr 2026

Contributed by Lukas

【赞助商】通勤路上就听AI每周谈。AI每周谈，每周带你回顾上周AI大事传送门 🔗www.xiaoyuzhoufm.com【目录】本期的 1...

2026.04.15 | ClawGUI开源全家桶；KnowRL精简提示提效

15 Apr 2026

Contributed by Lukas

【赞助商】通勤路上就听AI每周谈。AI每周谈，每周带你回顾上周AI大事传送门 🔗www.xiaoyuzhoufm.com【目录】本期的 1...