2025.11.24 | 开源7B模型刷新多模态推理;GeoVista小模型精准地理定位

2025.11.24 | 开源7B模型刷新多模态推理;GeoVista小模型精准地理定位

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本期的 15 篇论文如下:

00:21 🧠 OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe(OpenMMReasoner:以开放通用方案推动多模态推理前沿)

01:04 🌍 GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization(GeoVista:用于地理定位的Web增强智能视觉推理)

01:41 🎯 SAM 3: Segment Anything with Concepts(SAM 3:基于概念的通用分割模型)

02:31 📊 Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story(揭示文本的内在维度:从学术摘要到创意故事)

03:09 🧠 O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents(O-Mem:面向个性化、长周期、自进化智能体的全能记忆系统)

03:43 🦜 Parrot: Persuasion and Agreement Robustness Rating of Output Truth -- A Sycophancy Robustness Benchmark for LLMs(鹦鹉:输出真相的说服与一致性鲁棒性评级——一个面向大语言模型的谄媚鲁棒性基准)

04:26 🧠 RynnVLA-002: A Unified Vision-Language-Action and World Model(RynnVLA-002:统一的视觉-语言-动作与世界模型)

05:19 🧠 VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models(VisMem:潜在视觉记忆解锁视觉语言模型潜力)

05:51 🌍 WorldGen: From Text to Traversable and Interactive 3D Worlds(WorldGen:从文本到可遍历交互式3D世界)

06:34 🎨 Loomis Painter: Reconstructing the Painting Process(Loomis Painter:重建绘画过程)

07:06 🔮 Mantis: A Versatile Vision-Language-Action Model with Disentangled Visual Foresight(Mantis:具有解耦视觉预测能力的多功能视觉-语言-动作模型)

07:48 🎨 InstructMix2Mix: Consistent Sparse-View Editing Through Multi-View Model Personalization(InstructMix2Mix:通过多视图模型个性化实现一致的稀疏视图编辑)

08:21 🔬 OmniScientist: Toward a Co-evolving Ecosystem of Human and AI Scientists(全能科学家:迈向人类与AI科学家共同进化的生态系统)

09:07 🧬 MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging(MergeDNA:基于动态标记化的上下文感知基因组建模)

09:41 🔍 Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination(Video-R4:通过视觉反刍增强文本丰富视频推理)

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