| SegVol: Universal and Interactive Volumetric Medical Image Segmentation | Nov 22, 2023 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 2 |
| Open-Vocabulary Camouflaged Object Segmentation | Nov 19, 2023 | Camouflaged Object SegmentationImage Segmentation | CodeCode Available | 2 |
| SpectralGPT: Spectral Remote Sensing Foundation Model | Nov 13, 2023 | Change Detectionmodel | CodeCode Available | 2 |
| GLaMM: Pixel Grounding Large Multimodal Model | Nov 6, 2023 | Conversational Question AnsweringImage Captioning | CodeCode Available | 2 |
| EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision | Nov 3, 2023 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 2 |
| Medical Image Segmentation with Domain Adaptation: A Survey | Nov 3, 2023 | Domain AdaptationImage Segmentation | CodeCode Available | 2 |
| TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition | Oct 30, 2023 | Image ClassificationObject Detection | CodeCode Available | 2 |
| SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images | Oct 23, 2023 | 3D ArchitectureImage Segmentation | CodeCode Available | 2 |
| IDRNet: Intervention-Driven Relation Network for Semantic Segmentation | Oct 16, 2023 | RelationRelation Network | CodeCode Available | 2 |
| UniPAD: A Universal Pre-training Paradigm for Autonomous Driving | Oct 12, 2023 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 2 |
| PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm | Oct 12, 2023 | 3D Object Detection3D Reconstruction | CodeCode Available | 2 |
| CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction | Oct 2, 2023 | image-classificationImage Classification | CodeCode Available | 2 |
| nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance | Sep 29, 2023 | Few-Shot LearningHeart Segmentation | CodeCode Available | 2 |
| EPTQ: Enhanced Post-Training Quantization via Hessian-guided Network-wise Optimization | Sep 20, 2023 | Knowledge Distillationobject-detection | CodeCode Available | 2 |
| RMT: Retentive Networks Meet Vision Transformers | Sep 20, 2023 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation | Sep 18, 2023 | 3D geometryDecoder | CodeCode Available | 2 |
| Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto Prompting | Sep 13, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase | Sep 11, 2023 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 2 |
| DAT++: Spatially Dynamic Vision Transformer with Deformable Attention | Sep 4, 2023 | Image ClassificationInstance Segmentation | CodeCode Available | 2 |
| RevColV2: Exploring Disentangled Representations in Masked Image Modeling | Sep 2, 2023 | Decoderimage-classification | CodeCode Available | 2 |
| OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation | Sep 1, 2023 | 3D Open-Vocabulary Instance Segmentation3D Open-Vocabulary Object Detection | CodeCode Available | 2 |
| Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation | Aug 31, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion | Aug 23, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Dataset Quantization | Aug 21, 2023 | Dataset Distillationobject-detection | CodeCode Available | 2 |
| MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions | Aug 16, 2023 | Motion Expressions Guided Video SegmentationObject | CodeCode Available | 2 |
