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OmniVBench: A Benchmark and Large-Scale Dataset for Omni Reference-to-Video Generation
Reference-to-video (R2V) generation is evolving toward increasingly general and versatile reference control, giving rise…
研究前沿 HuggingFace Daily Papers · 9-18 阅读 47·访客 47
EventEgoHands++: Event-based Egocentric 3D Hand Mesh Reconstruction with Real Dataset
3D hand mesh reconstruction is a challenging yet essential task for downstream applications, including human-robot inter…
智能体 HuggingFace Daily Papers · 9-15 阅读 49·访客 48
SynthGait-19K: A Physically Grounded Synthetic Video Dataset for Gait Parameter Estimation
Accurate estimation of clinically meaningful gait parameters from monocular video is important for scalable mobility ass…
行业动态 HuggingFace Daily Papers · 9-8 阅读 21·访客 20
评测集构建：先有一把尺子，再谈调优
「换了 reranker 感觉好了一些」「调大 chunk 之后好像更准了」——没有评测集，一切调优都是感觉。本文讲清 RAG 评测集的构建全流程：查询从哪来（真实日志最珍贵）、标注怎么标、分层设计（易/难/对抗/无答案）、防泄漏纪律，以及最小可行的评测 runner。
大模型 精选 · 原创 · 今天 阅读 0·访客 0
SAGE: Salient Factor Discovery and Generation with Visual Foundation Representations
Given a target dataset, such as faces with eyeglasses, and a background dataset, such as faces without, contrastive anal…
行业动态 HuggingFace Daily Papers · 9-30 阅读 21·访客 21
RGBD20K: A Large-Scale Benchmark for RGB-D Semantic Segmentation
In this paper, we propose RGBD20K, a novel dataset for facilitating the development of more robust and general RGB-D sem…
研究前沿 HuggingFace Daily Papers · 9-24 阅读 33·访客 33
Learning to Solve Hard Problems in RL for LLMs by Never Giving Up
We demonstrate that training LLMs with RL does not improve performance equally across a dataset. RL shows large improvem…
大模型 HuggingFace Daily Papers · 9-11 阅读 31·访客 31
CosmoH2G: A Hand-to-Gripper Transfer Dataset and Baseline Method for Object Manipulation with Complex Spatial Movements
Transferring human hand demonstrations to robotic grippers has recently emerged as a cost-effective solution for robot l…
智能体 HuggingFace Daily Papers · 9-7 阅读 53·访客 52
Hugging Face Releases Carbon-X, a 14B Open DNA Language Model that Brings DNA and Natural Language Together for the First Time
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行业动态 MarkTechPost · 10-26 阅读 35·访客 34
Block's new AI model Dessa was trained entirely on human speech to catch emotions text-based models miss
Oct 24, 2026 Block, the company behind Square and Cash App, has unveiled an AI speech model called Dessa.** Block says D…
行业动态 The Decoder · 10-24 阅读 25·访客 25
Gradium Open-Sources Phonon, a 31M-Parameter On-Device TTS Model Under Apache 2.0
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开源项目 MarkTechPost · 10-23 阅读 23·访客 23
NVIDIA Open Models Power a New Wave of European Public Sector Projects
Governments need modern solutions to serve the public while keeping sensitive information under their control. Open mode…
行业动态 NVIDIA Blog · 10-22 阅读 18·访客 18
NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models
To help developers rapidly build world models, which help physical AI systems understand and simulate the real world, NV…
行业动态 NVIDIA Blog · 10-22 阅读 23·访客 23
Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence
At GTC Berlin, banks, payment companies and financial data providers are showing what production-scale intelligence look…
行业动态 NVIDIA Blog · 10-22 阅读 18·访客 18
RIDAR: Safeguarding Research Integrity in Autonomous Research Agents via Automated Detection and Runtime Intervention
Autonomous research agents are increasingly used to automate large portions of scientific research, yet they are prone t…
智能体 HuggingFace Daily Papers · 10-22 阅读 33·访客 33
GTC Berlin 2026: Live Updates From NVIDIA CEO Jensen Huang’s Keynote
Founded in a tent near the Berlin Wall in 1980, the Tempodrom moved several times before settling near Anhalter Bahnhof …
行业动态 NVIDIA Blog · 10-21 阅读 25·访客 25
Editing Images into Reusable Layers via Compositional Edit-Prior Distillation
High-quality image editing requires precise modification of target regions while preserving the content of unrelated reg…
行业动态 HuggingFace Daily Papers · 10-17 阅读 5·访客 5
Nvidia's Nemotron 3.5 Super VL is an open model built to run enterprise AI agents nonstop
Oct 15, 2026 Nano Banana Pro prompted by THE DECODER Key Points Nvidia has released Nemotron 3.5 Super VL, an open multi…
智能体 The Decoder · 10-16 阅读 74·访客 73
Scientific Agent Skills（K-Dense-AI/scientific-agent-skills）：把 177 门科研工序写成智能体技能，常驻上下文只占 7.1%
K-Dense 开源的科研智能体技能库：177 个覆盖基因组、药物发现、临床证据等领域的 SKILL.md，遵循 Agent Skills 开放标准，Claude Code、Cursor、Codex、Gemini CLI 都能直接安装。本文拆解它的渐进加载架构、上下文成本账本、分发与安全流水线，并给出五类落地场景与真实评测数字。
开源项目 精选 · 原创 · 10-16 阅读 117·访客 113
GPT-6-Astra solves 49 of 50 physics research problems at $2.40 apiece
Oct 15, 2026 NBPro prompted by THE DECODER A new benchmark shows the best AI agents can solve theoretical physics calcul…
智能体 The Decoder · 10-15 阅读 73·访客 73
The LLM-Attacker: A Unified Red-Team Framework for Privacy Evaluation of Split and Distributed LLM Systems
Split language models keep input text on a client but send intermediate representations to a server. Attacks can reconst…
大模型 HuggingFace Daily Papers · 10-15 阅读 13·访客 13
Datalab Releases OmniParseBench: An Open OCR Benchmark With 16,288 Pass/Fail Tests to Audit OCR Parsers
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研究前沿 MarkTechPost · 10-15 阅读 46·访客 46
CopilotKit Releases CLiF: A Continual Learning Platform That Turns Agent Traces and User Actions into Skills, Evals, and Fine-Tuning Data
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智能体 MarkTechPost · 10-15 阅读 53·访客 52
RuleTrek：复杂场景下的智能体规则推理基准
该论文提出跨领域基准 RuleTrek，通过结构化规则图与增量组合子场景的构建流程，评估智能体在信息分散于多文件场景中的规则识别与应用能力。
研究前沿 HuggingFace Daily Papers · 10-14 阅读 36·访客 36
NVIDIA Announces New Investments in the UK Startup Ecosystem
Across industries, the U.K. is putting the full stack to work. The scale of deployment is growing fast, from enterprises…
行业动态 NVIDIA Blog · 10-14 阅读 25·访客 25
WindBorne wins a hefty US Air Force contract for its balloon data
The U.S. Air Force will buy data collected by WindBorne Systems‘ fleet of autonomous weather balloons under a new contra…
行业动态 TechCrunch · 10-13 阅读 46·访客 46
SyncReward：面向音视频生成的人类对齐同步奖励
针对生成内容音画不同步问题，论文提出包含8万条专业同步评分的SyncReward-Data-80K数据集、SyncReward-Bench基准及同步感知奖励模型，覆盖语音、发声、乐器、环境声四类声音事件。
研究前沿 HuggingFace Daily Papers · 10-12 阅读 27·访客 27
TII Releases Falcon-ASR: 1.6B Arabic Speech Model Hits 20.92% WER
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行业动态 MarkTechPost · 10-12 阅读 31·访客 31
When the Safety Test Became the Threat: The Machine That Found Its Own Way Out
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行业动态 MarkTechPost · 10-11 阅读 236·访客 236
An Anthropic AI model sent a false homicide tip to Philadelphia police
An Anthropic AI model submitted a false tip about an unsolved murder to the Philadelphia police. The AI reportedly submi…
行业动态 TechCrunch · 10-10 阅读 33·访客 33
Next-Concept Modeling：由粗到细的快速并行文本生成框架
文章提出 Next-Concept Modeling（NCM），通过多尺度残差 VQ-VAE 将文本编码为层级离散码，再由 transformer 逐层并行生成，在 LM1B 上以更强生成困惑度超越扩散语言模型基线并提速 21 倍。
研究前沿 HuggingFace Daily Papers · 10-9 阅读 27·访客 27
We’re putting too much faith in AI’s ability to say no
Ever since people first seriously contemplated giving machines an intelligence modeled on our own, there has never been …
行业动态 MIT Technology Review · 10-9 阅读 29·访客 29
Work2Skill: Capturing Human GUI Experience for Reusable Agent Skill Induction
Computer-use agents can perform increasingly complex GUI tasks, yet unfamiliar software and workflows requiring human do…
智能体 HuggingFace Daily Papers · 10-9 阅读 60·访客 60
Google Research RRSI Guide: Mastering Self-Improving AI Agents
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智能体 MarkTechPost · 10-9 阅读 55·访客 54
ThinkDrag: Semantic Drag-Based Image Editing with Visual Reasoning
Drag-based image editing provides an intuitive interface for spatially controlled image manipulation by allowing users t…
研究前沿 HuggingFace Daily Papers · 10-9 阅读 24·访客 24
Zuckerberg's Biohub leads a $1.8 billion push to build AI models that predict cell behavior
Manuel Uth Oct 7, 2026 AI models are supposed to learn to predict cell behavior, which could speed up drug development.*…
行业动态 The Decoder · 10-8 阅读 57·访客 57
Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses
At a glance Harnessed Agentic RL: Microsoft Research Asia introduces a training paradigm in which the same agent harness…
智能体 Microsoft Research · 10-8 阅读 67·访客 66
Pumpire: Unified Benchmark for Metric Distance Estimation
We present Pumpire, a unified benchmark for evaluating metric point-pair distance estimation capability of both image- a…
智能体 HuggingFace Daily Papers · 10-8 阅读 53·访客 53
RoboJEPA：可扩展的机器人潜在世界模型
提出基于JEPA的机器人世界模型RoboJEPA，在覆盖12种机器人本体的数据集上训练，发现其想象误差随算力呈二阶幂律，可预测模型质量与下游规划性能的扩展规律。
研究前沿 HuggingFace Daily Papers · 10-7 阅读 25·访客 25
A Developer’s Guide to Laya: Zero-Shot Decisions and Calibration
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开源项目 MarkTechPost · 10-7 阅读 52·访客 52
TouchScale: 500 Hours of Human Vision and Touch for Visual-Tactile Learning
Large-scale egocentric human interaction data is becoming an important source of physical supervision for embodied learn…
行业动态 HuggingFace Daily Papers · 10-7 阅读 21·访客 21
QuadTok：用于自回归图像生成的四叉树视觉分词器
QuadTok 提出基于四叉树的视觉分词方法，对复杂区域动态分配 token、对均匀区域用粗分辨率，在 ImageNet 上节省约 10% token 并在 COCO 零样本迁移时节省 9%，且树结构天然支持自回归图像生成。
研究前沿 HuggingFace Daily Papers · 10-7 阅读 30·访客 30
Tetris3D：让物体彼此契合的3D场景生成框架
提出Tetris3D框架，通过将每个物体的生成条件化于周围物体几何与物理关系，实现单图像3D场景重建中几何与物理一致的场景生成，并发布含120万个物理交互场景的ComOb数据集。
研究前沿 HuggingFace Daily Papers · 10-7 阅读 29·访客 29
一篇读懂学习率：训练里最重要的超参数
梯度只给方向，学习率决定步长。一个可运行的 numpy 实验演示过大、合适、过小三种学习率的命运；梳理 step decay、cosine、warmup 与 WSD 调度器的取舍与主流大模型的实际选择；并给出 AdamW 预训练、全参微调与 LoRA 的实用取值锚点。
一叶一世界 精选 · 原创 · 10-7 阅读 223·访客 216
机器人学习的数据瓶颈：从 Open X-Embodiment 到遥操作数据工厂
大语言模型吃的是万亿 token 网络文本，机器人能吃的真机数据却以「万条轨迹」计。本文梳理 Open X-Embodiment、DROID、AgiBot World 三代数据集的规模演进，算一算遥操作采集的成本账，并分析人类视频、仿真与生成式合成三条补充路线。
研究前沿 精选 · 原创 · 10-7 阅读 177·访客 175
Building a Streaming Robotics Learning Pipeline Using NVIDIA Cosmos3-DROID
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智能体 MarkTechPost · 10-6 阅读 53·访客 53
LlamaFactory 上手：不改代码微调一个自己的模型
微调不是万能钥匙，但适合固定风格、固定格式与领域行话类需求。本文先讲清何时该微调，再用 LoRA 原理加 LlamaFactory 三步实战，带你不改代码微调出自己的模型，并给出常见坑与最小评测法。
开源项目 精选 · 原创 · 10-6 阅读 164·访客 162
VepAgent：通过工具增强强化学习桥接因果转换以实现视频事件预测
论文提出VepAgent框架，将因果转换推理与工具增强强化学习结合用于视频事件预测，并构建了用于微调的futurebench-4K思维链数据集。
研究前沿 HuggingFace Daily Papers · 10-5 阅读 30·访客 30
NASA and IBM's open source lunar model turns 17 years of orbiter data into a foundation for lunar science
Oct 4, 2026 Nano Banana Pro prompted by THE DECODER The NASA-IBM Lunar Foundation Model makes decades of lunar observati…
开源项目 The Decoder · 10-4 阅读 48·访客 48
Cloudflare says its new Clef model means humans no longer need to be in the loop for AI agents
Oct 2, 2026 Key Points Cloudflare has released Clef and Clef-flash, two decision models for AI agents that compete direc…
智能体 The Decoder · 10-3 阅读 86·访客 84