| Feature-Proxy Transformer for Few-Shot Segmentation | Oct 13, 2022 | DecoderFew-Shot 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 |
| A Robust Feature Downsampling Module for Remote Sensing Visual Tasks | Jun 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation | Nov 29, 2023 | ClusteringObject | CodeCode Available | 1 | 5 |
| Feature Pyramid Network for Multi-Class Land Segmentation | Jun 9, 2018 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation | Mar 15, 2021 | Domain AdaptationImage 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 |
| Diverse Image Synthesis from Semantic Layouts via Conditional IMLE | Nov 29, 2018 | Image GenerationSemantic Segmentation | CodeCode Available | 1 | 5 |
| 1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation | Dec 27, 2022 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation | Apr 14, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 1 | 5 |
| BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point Clouds | Oct 26, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks | Nov 22, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 | 5 |
| DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture | May 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | 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 |
| Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond | Apr 30, 2020 | Image RegistrationImage Segmentation | CodeCode Available | 1 | 5 |
| DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation | Apr 4, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images | Jul 8, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets | Nov 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Collaborating Foundation Models for Domain Generalized Semantic Segmentation | Dec 15, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Apr 28, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images | Dec 21, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| ISETHDR: A Physics-based Synthetic Radiance Dataset for High Dynamic Range Driving Scenes | Aug 22, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Masked Autoencoders are Stronger Vision Learners | Jul 27, 2022 | Contrastive LearningDecoder | CodeCode Available | 1 | 5 |
| Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions | Feb 10, 2021 | DenoisingImage 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 |
| Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning | Jun 25, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Is segmentation uncertainty useful? | Mar 30, 2021 | Active LearningImage Segmentation | CodeCode Available | 1 | 5 |
| CompNet: Complementary Segmentation Network for Brain MRI Extraction | Mar 27, 2018 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation | Feb 8, 2023 | Image SegmentationMedical Image Analysis | 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 |
| Domain Adaptive Video Segmentation via Temporal Pseudo Supervision | Jul 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 | 5 |
| Dual Prototype Attention for Unsupervised Video Object Segmentation | Nov 22, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| 3D Spatial Recognition without Spatially Labeled 3D | May 13, 2021 | 3D Object DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| Domain generalization of 3D semantic segmentation in autonomous driving | Dec 7, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations | Jul 7, 2025 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Beyond One-to-One: Rethinking the Referring Image Segmentation | Aug 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DOMINO: Domain-aware Model Calibration in Medical Image Segmentation | Sep 13, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis | Mar 2, 2025 | Image SegmentationImage-text matching | CodeCode Available | 1 | 5 |
| Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier | Jul 4, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! | May 3, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM Micrographs | Nov 4, 2023 | Image Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Do text-free diffusion models learn discriminative visual representations? | Nov 29, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Coherent Reconstruction of Multiple Humans from a Single Image | Jun 15, 2020 | 3D Depth Estimation3D Human Reconstruction | CodeCode Available | 1 | 5 |
| JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded Systems | May 19, 2023 | DecoderGPU | CodeCode Available | 1 | 5 |
| Collaborative Video Object Segmentation by Foreground-Background Integration | Mar 18, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| Feature Alignment and Uniformity for Test Time Adaptation | Mar 20, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
