| Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation | Mar 14, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks | Feb 4, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Dynamic Focus-aware Positional Queries for Semantic Segmentation | Apr 4, 2022 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning | Jan 19, 2020 | Multi-Task LearningSemantic Segmentation | CodeCode Available | 1 |
| Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation | May 24, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning | Feb 5, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training | Nov 23, 2024 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| MulT: An End-to-End Multitask Learning Transformer | May 17, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
| Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis | Jan 5, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation | Jan 11, 2023 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| Attribute-guided image generation from layout | Aug 27, 2020 | AttributeImage Generation | CodeCode Available | 1 |
| Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation | Oct 13, 2022 | Class-Incremental Semantic SegmentationContinual Learning | CodeCode Available | 1 |
| Multi-Compound Transformer for Accurate Biomedical Image Segmentation | Jun 28, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning | Jul 2, 2024 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning | Oct 12, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 |
| Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles using Semantic Segmentation and Semantic Line Detection | Apr 10, 2023 | Autonomous NavigationLine Detection | CodeCode Available | 1 |
| Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation | Apr 25, 2022 | Continual LearningDomain Adaptation | CodeCode Available | 1 |
| Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation | Jan 17, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels | Oct 14, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation | Jun 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| 3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers | Mar 21, 2023 | DecoderInstance Segmentation | CodeCode Available | 1 |
| Audio-Visual Instance Segmentation | Oct 28, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Deep learning based geometric registration for medical images: How accurate can we get without visual features? | Mar 1, 2021 | DecoderDescriptive | CodeCode Available | 1 |
| Dynamic Dictionary Learning for Remote Sensing Image Segmentation | Mar 9, 2025 | Dictionary LearningImage Segmentation | CodeCode Available | 1 |
