cs.CV（2024-01-15）

📊 共 14 篇论文 | 🔗 5 篇有代码

🎯 兴趣领域导航

支柱九：具身大模型 (Embodied Foundation Models) (8 🔗2) 支柱二：RL算法与架构 (RL & Architecture) (5 🔗2) 支柱三：空间感知与语义 (Perception & Semantics) (1 🔗1)

🔬 支柱九：具身大模型 (Embodied Foundation Models) (8 篇)

#题目一句话要点标签🔗⭐
1 MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception 提出MM-SAP基准以评估多模态大语言模型的自我感知能力 large language model multimodal ✅
2 Uncovering the Full Potential of Visual Grounding Methods in VQA 提出改进评估方案以提升视觉基础方法在VQA中的有效性 visual grounding
3 DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI 提出DeepThalamus以解决脑丘脑核自动分割问题 multimodal
4 Foundation Models for Biomedical Image Segmentation: A Survey 综述生物医学图像分割中的基础模型应用与挑战 foundation model
5 Multimodal Crowd Counting with Pix2Pix GANs 提出基于Pix2Pix GAN的多模态人群计数方法以提升准确性 multimodal
6 A Bi-Pyramid Multimodal Fusion Method for the Diagnosis of Bipolar Disorders 提出双金字塔多模态融合方法以改善双相障碍诊断 multimodal
7 One for All: Toward Unified Foundation Models for Earth Vision 提出OFA-Net以解决遥感数据多模态融合问题 foundation model
8 Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification 提出基于Transformer的多模态融合方法以实现高效患者分层 foundation model multimodal ✅

🔬 支柱二：RL算法与架构 (RL & Architecture) (5 篇)

#题目一句话要点标签🔗⭐
9 $M^{2}$Fusion: Bayesian-based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction 提出$M^{2}$Fusion以解决结直肠癌微卫星不稳定性预测问题 representation learning multimodal
10 Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing 提出跨传感器的掩码自编码器以解决遥感图像检索问题 representation learning masked autoencoder MAE ✅
11 Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation 提出图变换器GAN以解决建筑布局生成问题 representation learning spatial relationship
12 Fine-Grained Prototypes Distillation for Few-Shot Object Detection 提出细粒度原型蒸馏以解决少样本目标检测问题 distillation ✅
13 Collaboratively Self-supervised Video Representation Learning for Action Recognition 提出协同自监督视频表示学习框架以提升动作识别性能 representation learning

🔬 支柱三：空间感知与语义 (Perception & Semantics) (1 篇)

#题目一句话要点标签🔗⭐
14 MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation 提出MaskClustering以解决开放词汇3D实例分割问题 open-vocabulary open vocabulary ✅

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