| Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis | Feb 11, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation | Apr 25, 2022 | Continual LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Diverse Branch Block: Building a Convolution as an Inception-like Unit | Mar 24, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Digital Twin Tracking Dataset (DTTD): A New RGB+Depth 3D Dataset for Longer-Range Object Tracking Applications | Feb 12, 2023 | 3D Object TrackingObject | CodeCode Available | 1 | 5 |
| blob loss: instance imbalance aware loss functions for semantic segmentation | May 17, 2022 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation | Aug 4, 2023 | Autonomous DrivingSegmentation | CodeCode Available | 1 | 5 |
| Anatomically-aware Uncertainty for Semi-supervised Image Segmentation | Oct 24, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation | Jan 17, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Dilated convolution with learnable spacings | Dec 7, 2021 | Image ClassificationObject Detection | CodeCode Available | 1 | 5 |
| BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies | Aug 20, 2021 | Instance SegmentationPedestrian Detection | CodeCode Available | 1 | 5 |
| Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model | May 16, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation | Apr 15, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 | 5 |
| NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation | May 25, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation | Jul 10, 2021 | AnatomyDomain Adaptation | CodeCode Available | 1 | 5 |
| Unsupervised Segmentation of Hyperspectral Remote Sensing Images with Superpixels | Apr 26, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Distilling Knowledge via Knowledge Review | Apr 19, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at Night | Apr 12, 2022 | SegmentationSelf-Driving Cars | CodeCode Available | 1 | 5 |
| DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition | Feb 3, 2023 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving | Dec 22, 2016 | Autonomous DrivingGeneral Classification | CodeCode Available | 1 | 5 |
| NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation | Jul 17, 2023 | 3D ReconstructionDepth Estimation | CodeCode Available | 1 | 5 |
| 1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation | Nov 26, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| BoundarySqueeze: Image Segmentation as Boundary Squeezing | May 25, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction | Mar 14, 2025 | Semantic SegmentationVideo Reconstruction | CodeCode Available | 1 | 5 |
| NISF: Neural Implicit Segmentation Functions | Sep 15, 2023 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling | Jul 26, 2023 | Classificationdomain classification | CodeCode Available | 1 | 5 |
| Distance Guided Channel Weighting for Semantic Segmentation | Apr 27, 2020 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation | Mar 5, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | Jul 1, 2022 | Action Triplet RecognitionSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| MMSFormer: Multimodal Transformer for Material and Semantic Segmentation | Sep 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Multi-Modal Temporal Attention Models for Crop Mapping from Satellite Time Series | Dec 14, 2021 | Panoptic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Multimodal Token Fusion for Vision Transformers | Apr 19, 2022 | 3D Object DetectionImage-to-Image Translation | CodeCode Available | 1 | 5 |
| DIOD: Self-Distillation Meets Object Discovery | Jan 1, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Boosting Active Learning via Improving Test Performance | Dec 10, 2021 | Active LearningElectron Tomography | CodeCode Available | 1 | 5 |
| An Auto-Encoder Strategy for Adaptive Image Segmentation | Apr 29, 2020 | Image SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Directional Connectivity-based Segmentation of Medical Images | Mar 31, 2023 | DisentanglementImage Segmentation | CodeCode Available | 1 | 5 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance | Jul 13, 2024 | 3D Semantic SegmentationLanguage Modelling | CodeCode Available | 1 | 5 |
| Dirichlet-based Uncertainty Calibration for Active Domain Adaptation | Feb 27, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Mumford-Shah Loss Functional for Image Segmentation with Deep Learning | Apr 5, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Diverse Image Synthesis from Semantic Layouts via Conditional IMLE | Nov 29, 2018 | Image GenerationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Using deep convolutional neural networks for neonatal brain image segmentation | Mar 26, 2020 | Brain Image SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Multiple Object Stitching for Unsupervised Representation Learning | Jun 9, 2025 | Contrastive LearningObject | CodeCode Available | 1 | 5 |
| Using DUCK-Net for Polyp Image Segmentation | Nov 3, 2023 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning | Jan 1, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation | Jul 2, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation | Mar 25, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation | Apr 3, 2025 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
