| Coherent Reconstruction of Multiple Humans from a Single Image | Jun 15, 2020 | 3D Depth Estimation3D Human Reconstruction | CodeCode Available | 1 | 5 |
| Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes | Nov 22, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Improving Sketch Colorization using Adversarial Segmentation Consistency | Jan 20, 2023 | ColorizationImage Segmentation | CodeCode Available | 1 | 5 |
| CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation | Oct 10, 2023 | Class-Incremental Semantic SegmentationDiversity | 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 |
| Diverse Image Synthesis from Semantic Layouts via Conditional IMLE | Nov 29, 2018 | Image GenerationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Collaborating Foundation Models for Domain Generalized Semantic Segmentation | Dec 15, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| ACC-UNet: A Completely Convolutional UNet model for the 2020s | Aug 25, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Improving Across-Dataset Brain Tissue Segmentation Using Transformer | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Lite-HRNet: A Lightweight High-Resolution Network | Apr 13, 2021 | Pose EstimationReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Learning for Semi-Supervised Semantic Segmentation | Feb 22, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture | May 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer | Jan 27, 2022 | Decision MakingDocument Layout Analysis | CodeCode Available | 1 | 5 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Vision Transformers with Patch Diversification | Apr 26, 2021 | DiversityImage Classification | CodeCode Available | 1 | 5 |
| Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows | Aug 4, 2021 | Decision MakingImage Segmentation | CodeCode Available | 1 | 5 |
| Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration | Oct 13, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| Cross-Domain Ensemble Distillation for Domain Generalization | Nov 25, 2022 | Domain Generalizationimage-classification | CodeCode Available | 1 | 5 |
| D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation | Feb 14, 2022 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass Segmentation | Mar 10, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
| Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis | Mar 21, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| LM-Net: A Light-weight and Multi-scale Network for Medical Image Segmentation | Jan 7, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities | Aug 1, 2023 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation | Sep 22, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Domain Adaptive Semantic Segmentation without Source Data | Oct 13, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Dual Prototype Attention for Unsupervised Video Object Segmentation | Nov 22, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| Domain Adaptive Video Segmentation via Temporal Pseudo Supervision | Jul 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point Clouds | Jun 9, 2025 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing | Nov 4, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning with Unmasked Tokens Drives Stronger Vision Learners | Oct 20, 2023 | AttributeDecoder | CodeCode Available | 1 | 5 |
| Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation | Sep 13, 2021 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
| Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation | Sep 18, 2021 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
| A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation | Aug 14, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation | Jul 22, 2023 | Active LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation | Apr 16, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Domain generalization of 3D semantic segmentation in autonomous driving | Dec 7, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Look-into-Object: Self-supervised Structure Modeling for Object Recognition | Mar 31, 2020 | Fine-Grained Image ClassificationImage Recognition | CodeCode Available | 1 | 5 |
| LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation | Jun 14, 2023 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| Implicit Motion Handling for Video Camouflaged Object Detection | Mar 14, 2022 | Camouflaged Object SegmentationMotion Estimation | CodeCode Available | 1 | 5 |
| Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach | Jun 6, 2021 | Combinatorial OptimizationInstance Segmentation | CodeCode Available | 1 | 5 |
| DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic Grasping | Apr 6, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Do text-free diffusion models learn discriminative visual representations? | Nov 29, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes | Jun 25, 2024 | GPUimage-classification | CodeCode Available | 1 | 5 |
| DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation | Jun 8, 2020 | Cell SegmentationColorectal Polyps Characterization | CodeCode Available | 1 | 5 |
| CrOC: Cross-View Online Clustering for Dense Visual Representation Learning | Mar 23, 2023 | ClusteringOnline Clustering | CodeCode Available | 1 | 5 |
| LRGNet: Learnable Region Growing for Class-Agnostic Point Cloud Segmentation | Mar 16, 2021 | Instance SegmentationMORPH | CodeCode Available | 1 | 5 |
| Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation | Jul 23, 2023 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps | Oct 19, 2023 | Earth ObservationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? | Sep 12, 2024 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
