cs.CV（2024-01-21）
📊 共 12 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) (4 🔗2)
支柱二：RL算法与架构 (RL & Architecture) (3 🔗1)
支柱九：具身大模型 (Embodied Foundation Models) (2)
支柱六：视频提取与匹配 (Video Extraction) (1)
支柱七：动作重定向 (Motion Retargeting) (1)
支柱八：物理动画 (Physics-based Animation) (1)
🔬 支柱三：空间感知与语义 (Perception & Semantics) (4 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 1 | UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature Representation | 提出UniM-OV3D以解决3D开放词汇场景理解问题 | scene understanding open-vocabulary open vocabulary | ✅ | |
| 2 | EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting | 提出EndoGS以解决内窥镜可变形组织重建问题 | 3D gaussian splatting 3D reconstruction gaussian splatting | ✅ | |
| 3 | Multi-View Neural 3D Reconstruction of Micro-/Nanostructures with Atomic Force Microscopy | 提出MVN-AFM框架以解决AFM三维重建精度不足问题 | 3D reconstruction | ||
| 4 | MobileARLoc: On-device Robust Absolute Localisation for Pervasive Markerless Mobile AR | 提出MobileARLoc以解决移动AR中的绝对定位问题 | VIO |
🔬 支柱二：RL算法与架构 (RL & Architecture) (3 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 5 | Enhancing the vision-language foundation model with key semantic knowledge-emphasized report refinement | 提出关键语义知识强化报告精炼方法以提升视觉语言模型 | representation learning foundation model | ||
| 6 | Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification | 提出几何先验引导特征表示学习以解决长尾分类问题 | representation learning | ||
| 7 | Exploring Diffusion Time-steps for Unsupervised Representation Learning | 提出基于扩散时间步的无监督表示学习方法 | representation learning | ✅ |
🔬 支柱九：具身大模型 (Embodied Foundation Models) (2 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 8 | LLMRA: Multi-modal Large Language Model based Restoration Assistant | 提出LLMRA以解决低级视觉任务中的图像恢复问题 | large language model | ||
| 9 | The State of Computer Vision Research in Africa | 分析非洲计算机视觉研究现状以促进资源共享与合作 | large language model |
🔬 支柱六：视频提取与匹配 (Video Extraction) (1 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 10 | Exploring Missing Modality in Multimodal Egocentric Datasets | 提出缺失模态令牌以解决多模态视频理解中的模态缺失问题 | egocentric Ego4D multimodal |
🔬 支柱七：动作重定向 (Motion Retargeting) (1 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 11 | Self-Supervised Bird's Eye View Motion Prediction with Cross-Modality Signals | 提出跨模态自监督框架以解决BEV运动预测问题 | motion prediction |
🔬 支柱八：物理动画 (Physics-based Animation) (1 篇)
| # | 题目 | 一句话要点 | 标签 | 🔗 | ⭐ |
|---|---|---|---|---|---|
| 12 | ColorVideoVDP: A visual difference predictor for image, video and display distortions | 提出ColorVideoVDP以解决视频和图像质量评估问题 | spatiotemporal |