| FCCDN: Feature Constraint Network for VHR Image Change Detection | May 23, 2021 | Change DetectionDecoder | CodeCode Available | 1 |
| Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning | May 21, 2021 | DecoderPoint Cloud Segmentation | CodeCode Available | 1 |
| Intriguing Properties of Vision Transformers | May 21, 2021 | Few-Shot LearningSemantic Segmentation | CodeCode Available | 1 |
| Hyper-Convolution Networks for Biomedical Image Segmentation | May 21, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Anabranch Network for Camouflaged Object Segmentation | May 20, 2021 | BenchmarkingCamouflaged Object Segmentation | CodeCode Available | 1 |
| Medical Image Segmentation Using Squeeze-and-Expansion Transformers | May 20, 2021 | Brain Tumor SegmentationDomain Generalization | CodeCode Available | 1 |
| Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation | May 19, 2021 | ObjectSaliency Detection | CodeCode Available | 1 |
| SemSegLoss: A python package of loss functions for semantic segmentation | May 18, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Pathdreamer: A World Model for Indoor Navigation | May 18, 2021 | modelSemantic Segmentation | CodeCode Available | 1 |
| Multi-modal Visual Place Recognition in Dynamics-Invariant Perception Space | May 17, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training | May 17, 2021 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models | May 17, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation | May 17, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| Semi-Supervised Classification and Segmentation on High Resolution Aerial Images | May 16, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation | May 16, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Cross-Modal Progressive Comprehension for Referring Segmentation | May 15, 2021 | AttributeImage Segmentation | CodeCode Available | 1 |
| Multiattention network for semantic segmentation of fine-resolution remote sensing images | May 15, 2021 | ManagementSegmentation | CodeCode Available | 1 |
| 3D Spatial Recognition without Spatially Labeled 3D | May 13, 2021 | 3D Object DetectionMultiple Instance Learning | CodeCode Available | 1 |
| Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation | May 12, 2021 | Cardiac SegmentationDecoder | CodeCode Available | 1 |
| A Large-Scale Benchmark for Food Image Segmentation | May 12, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Segmenter: Transformer for Semantic Segmentation | May 12, 2021 | Decoderimage-classification | CodeCode Available | 1 |
| Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning | May 12, 2021 | Landmark TrackingPose Tracking | CodeCode Available | 1 |
| Incremental Few-Shot Instance Segmentation | May 11, 2021 | Few-shot Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation | May 11, 2021 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| Self-Supervised Learning with Swin Transformers | May 10, 2021 | Linear evaluationobject-detection | CodeCode Available | 1 |
| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | CodeCode Available | 1 |
| Conformer: Local Features Coupling Global Representations for Visual Recognition | May 9, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving | May 7, 2021 | Autonomous DrivingContrastive Learning | CodeCode Available | 1 |
| PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond | May 5, 2021 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition | May 5, 2021 | Face RecognitionImage Classification | CodeCode Available | 1 |
| 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 |
| ISTR: End-to-End Instance Segmentation with Transformers | May 3, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Robust 3D Cell Segmentation: Extending the View of Cellpose | May 3, 2021 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| Self-supervised Augmentation Consistency for Adapting Semantic Segmentation | Apr 30, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation | Apr 30, 2021 | Anomaly SegmentationInstance Segmentation | CodeCode Available | 1 |
| Emerging Properties in Self-Supervised Vision Transformers | Apr 29, 2021 | Copy DetectionImage Classification | CodeCode Available | 1 |
| Decoupled Dynamic Filter Networks | Apr 29, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| DeepSatData: Building large scale datasets of satellite images for training machine learning models | Apr 28, 2021 | BIG-bench Machine LearningSemantic Segmentation | CodeCode Available | 1 |
| Exploring Relational Context for Multi-Task Dense Prediction | Apr 28, 2021 | Neural Architecture SearchPrediction | CodeCode Available | 1 |
| LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR Images | Apr 28, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Apr 28, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Twins: Revisiting the Design of Spatial Attention in Vision Transformers | Apr 28, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank | Apr 27, 2021 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Rethinking BiSeNet For Real-time Semantic Segmentation | Apr 27, 2021 | DecoderDichotomous Image Segmentation | CodeCode Available | 1 |
| Vision Transformers with Patch Diversification | Apr 26, 2021 | DiversityImage Classification | CodeCode Available | 1 |
| MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning | Apr 25, 2021 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments | Apr 23, 2021 | Depth Estimationobject-detection | CodeCode Available | 1 |
| NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy | Apr 22, 2021 | Colorectal Polyps CharacterizationInstrument Recognition | CodeCode Available | 1 |
| All Tokens Matter: Token Labeling for Training Better Vision Transformers | Apr 22, 2021 | AllEfficient ViTs | CodeCode Available | 1 |
| DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation | Apr 22, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
