| A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation | Aug 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 3 |
| MA-Net: A Multi-Scale Attention Network for Liver and Tumor Segmentation | Sep 21, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 3 |
| How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model | Apr 15, 2024 | DecoderImage Segmentation | CodeCode Available | 3 |
| How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? | Jan 20, 2025 | Computed Tomography (CT)GPU | CodeCode Available | 3 |
| Generalized Robot 3D Vision-Language Model with Fast Rendering and Pre-Training Vision-Language Alignment | Dec 1, 2023 | Contrastive LearningFew-Shot Learning | CodeCode Available | 3 |
| Anything-3D: Towards Single-view Anything Reconstruction in the Wild | Apr 19, 2023 | 3D ReconstructionDiversity | CodeCode Available | 3 |
| MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer | Jan 19, 2023 | Image GenerationImage Segmentation | CodeCode Available | 3 |
| Merlin: A Vision Language Foundation Model for 3D Computed Tomography | Jun 10, 2024 | 3D Semantic SegmentationComputed Tomography (CT) | CodeCode Available | 3 |
| Generalized Decoding for Pixel, Image, and Language | Dec 21, 2022 | DecoderImage Segmentation | CodeCode Available | 3 |
| FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization | Mar 24, 2023 | 3D Hand Pose EstimationGPU | CodeCode Available | 3 |
| FDA: Fourier Domain Adaptation for Semantic Segmentation | Apr 11, 2020 | Domain AdaptationSegmentation | CodeCode Available | 3 |
| ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities | May 18, 2023 | 1 Image, 2*2 StitchiAction Classification | CodeCode Available | 3 |
| AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One | Dec 10, 2023 | AllBenchmarking | CodeCode Available | 3 |
| PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360deg | Jan 1, 2023 | Image GenerationImage Segmentation | CodeCode Available | 3 |
| Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation | Jan 1, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 3 |
| Personalize Segment Anything Model with One Shot | May 4, 2023 | Image Generationmodel | CodeCode Available | 3 |
| EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation | May 11, 2024 | Computational EfficiencyDecoder | CodeCode Available | 3 |
| FRACTAL: An Ultra-Large-Scale Aerial Lidar Dataset for 3D Semantic Segmentation of Diverse Landscapes | May 7, 2024 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 3 |
| DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data | May 16, 2024 | Data AugmentationDiversity | CodeCode Available | 2 |
| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| Diversified and Personalized Multi-rater Medical Image Segmentation | Mar 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation | Mar 24, 2025 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 2 |
| DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model | Oct 22, 2024 | DecoderInstance Segmentation | CodeCode Available | 2 |
| Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset | Jun 10, 2024 | Instance SegmentationSalient Object Detection | CodeCode Available | 2 |
| Diffusion models as plug-and-play priors | Jun 17, 2022 | Combinatorial OptimizationDenoising | CodeCode Available | 2 |
