cs.CV（2025-05-11）

📊 共 16 篇论文 | 🔗 4 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (7 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (4 🔗2) 支柱三：空间感知与语义 (Perception & Semantics) (3) 支柱七：动作重定向 (Motion Retargeting) (1) 支柱四：生成式动作 (Generative Motion) (1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (7 篇)

#题目一句话要点标签🔗⭐
1 Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models 提出多模态基准以解决医疗图像分析中的幻觉问题 multimodal ✅
2 Seed1.5-VL Technical Report 提出Seed1.5-VL以解决多模态理解与推理问题 foundation model multimodal
3 Building a Human-Verified Clinical Reasoning Dataset via a Human LLM Hybrid Pipeline for Trustworthy Medical AI 提出人类验证的临床推理数据集以解决医疗AI信任问题 large language model chain-of-thought
4 Visual Instruction Tuning with Chain of Region-of-Interest 提出Chain of Region-of-Interest以解决高分辨率图像计算负担问题 large language model multimodal
5 DeepSORT-Driven Visual Tracking Approach for Gesture Recognition in Interactive Systems 基于DeepSORT的视觉跟踪方法解决交互系统中的手势识别问题 multimodal
6 DAPE: Dual-Stage Parameter-Efficient Fine-Tuning for Consistent Video Editing with Diffusion Models 提出DAPE以解决视频编辑中的一致性与效率问题 multimodal
7 Efficient and Robust Multidimensional Attention in Remote Physiological Sensing through Target Signal Constrained Factorization 提出目标信号约束因子分解以解决远程生理信号监测的鲁棒性问题 multimodal ✅

🔬 支柱二：RL算法与架构 (RL & Architecture) (4 篇)

#题目一句话要点标签🔗⭐
8 Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning 提出多模态假新闻检测方法以应对深伪造攻击 contrastive learning distillation multimodal ✅
9 A Vision-Language Foundation Model for Leaf Disease Identification 提出SCOLD模型以解决植物叶片疾病识别问题 contrastive learning foundation model ✅
10 Joint Low-level and High-level Textual Representation Learning with Multiple Masking Strategies 提出多重掩蔽策略以解决文本识别中的特征学习问题 representation learning masked autoencoder MAE
11 Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction 提出稀疏LiDAR引导修正以提升单目高度估计精度 MAE depth estimation monocular depth

🔬 支柱三：空间感知与语义 (Perception & Semantics) (3 篇)

#题目一句话要点标签🔗⭐
12 MELLM: A Flow-Guided Large Language Model for Micro-Expression Understanding 提出MELLM以解决微表情理解问题 optical flow large language model multimodal
13 NeuGen: Amplifying the 'Neural' in Neural Radiance Fields for Domain Generalization 提出NeuGen以解决NeRF在领域泛化中的挑战 NeRF neural radiance field
14 Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Leveraging Color Shift Correction, RoPE-Swin Backbone, and Quantile-based Label Denoising Strategy for Robust Outdoor Scene Understanding 提出基于RoPE-Swin的语义分割框架以解决户外场景理解问题 scene understanding

🔬 支柱七：动作重定向 (Motion Retargeting) (1 篇)

#题目一句话要点标签🔗⭐
15 Differentiable NMS via Sinkhorn Matching for End-to-End Fabric Defect Detection 提出可微分NMS框架以解决织物缺陷检测问题 spatial relationship

🔬 支柱四：生成式动作 (Generative Motion) (1 篇)

#题目一句话要点标签🔗⭐
16 Privacy of Groups in Dense Street Imagery 提出隐私保护框架以应对密集街景图像中的群体隐私问题 penetration

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