cs.CV（2025-05-04）

📊 共 16 篇论文 | 🔗 3 篇有代码

🎯 兴趣领域导航

支柱三：空间感知与语义 (Perception & Semantics) (8 🔗2) 支柱九：具身大模型 (Embodied Foundation Models) (4 🔗1) 支柱二：RL算法与架构 (RL & Architecture) (2) 支柱一：机器人控制 (Robot Control) (1) 支柱六：视频提取与匹配 (Video Extraction) (1)

🔬 支柱三：空间感知与语义 (Perception & Semantics) (8 篇)

#题目一句话要点标签🔗⭐
1 SparSplat: Fast Multi-View Reconstruction with Generalizable 2D Gaussian Splatting 提出SparSplat以解决稀疏视图下的3D重建与新视图合成问题 3D gaussian splatting 3DGS gaussian splatting
2 GarmentGS: Point-Cloud Guided Gaussian Splatting for High-Fidelity Non-Watertight 3D Garment Reconstruction 提出GarmentGS以解决高保真非密闭3D服装重建问题 3D gaussian splatting gaussian splatting splatting
3 Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation 提出交互式分割基准以评估视觉基础模型的特征上采样方法 scene understanding foundation model multimodal ✅
4 SignSplat: Rendering Sign Language via Gaussian Splatting 提出SignSplat以解决手语渲染中的复杂运动建模问题 gaussian splatting splatting
5 Learning Heterogeneous Mixture of Scene Experts for Large-scale Neural Radiance Fields 提出Switch-NeRF++以解决大规模场景建模的异质性与效率问题 NeRF neural radiance field ✅
6 Sparfels: Fast Reconstruction from Sparse Unposed Imagery 提出Sparse视图重建方法以解决稀疏无姿态图像重建问题 gaussian splatting splatting foundation model
7 Unaligned RGB Guided Hyperspectral Image Super-Resolution with Spatial-Spectral Concordance 提出空间-光谱一致性框架以解决未对齐RGB引导的高光谱图像超分辨率问题 optical flow HSI feature matching
8 HandOcc: NeRF-based Hand Rendering with Occupancy Networks 提出HandOcc框架以解决手部渲染中的网格依赖问题 NeRF

🔬 支柱九：具身大模型 (Embodied Foundation Models) (4 篇)

#题目一句话要点标签🔗⭐
9 Visual Dominance and Emerging Multimodal Approaches in Distracted Driving Detection: A Review of Machine Learning Techniques 提出多模态方法以解决驾驶分心检测的局限性 multimodal
10 RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video 提出RTV-Bench以解决多模态大语言模型在实时视频分析中的评估问题 large language model multimodal ✅
11 A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models 分析视觉对象幻觉问题并提出缓解方法 large language model multimodal
12 R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation 提出R-Bench以评估多学科复杂推理能力 multimodal

🔬 支柱二：RL算法与架构 (RL & Architecture) (2 篇)

#题目一句话要点标签🔗⭐
13 Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation 提出ADaFGrad以解决WSI分析中的持续学习问题 distillation foundation model
14 Segment Any RGB-Thermal Model with Language-aided Distillation 提出SARTM以解决RGB-热成像语义分割问题 distillation scene understanding

🔬 支柱一：机器人控制 (Robot Control) (1 篇)

#题目一句话要点标签🔗⭐
15 MLLM-Enhanced Face Forgery Detection: A Vision-Language Fusion Solution 提出VLF-FFD以解决深度伪造检测中的多模态融合问题 manipulation large language model multimodal

🔬 支柱六：视频提取与匹配 (Video Extraction) (1 篇)

#题目一句话要点标签🔗⭐
16 Focus What Matters: Matchability-Based Reweighting for Local Feature Matching 提出基于匹配性重加权的局部特征匹配方法以提升匹配精度 feature matching

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