| Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation | Jan 24, 2019 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Hybrid Task Cascade for Instance Segmentation | Jan 22, 2019 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation | Jan 17, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation | Jan 7, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation | Jan 6, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding | Jan 5, 2019 | Domain AdaptationScene Understanding | CodeCode Available | 1 |
| Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning | Dec 26, 2018 | image-classificationImage Classification | CodeCode Available | 1 |
| A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes | Dec 24, 2018 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Slimmable Neural Networks | Dec 21, 2018 | Instance SegmentationKeypoint Detection | CodeCode Available | 1 |
| MID-Fusion: Octree-based Object-Level Multi-Instance Dynamic SLAM | Dec 19, 2018 | CPUInstance Segmentation | CodeCode Available | 1 |
| Boundary loss for highly unbalanced segmentation | Dec 17, 2018 | Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation | CodeCode Available | 1 |
| Non-local U-Net for Biomedical Image Segmentation | Dec 10, 2018 | Brain Image SegmentationDecoder | CodeCode Available | 1 |
| GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud | Dec 8, 2018 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| Online Model Distillation for Efficient Video Inference | Dec 6, 2018 | modelSegmentation | CodeCode Available | 1 |
| Bag of Tricks for Image Classification with Convolutional Neural Networks | Dec 4, 2018 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 |
| Efficient Attention: Attention with Linear Complexities | Dec 4, 2018 | Depth EstimationExtractive Text Summarization | CodeCode Available | 1 |
| Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning | Dec 2, 2018 | General Classificationimage-classification | CodeCode Available | 1 |
| ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation | Nov 30, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Diverse Image Synthesis from Semantic Layouts via Conditional IMLE | Nov 29, 2018 | Image GenerationSemantic Segmentation | CodeCode Available | 1 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 |
| Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection | Nov 21, 2018 | Medical Image AnalysisMedical Object Detection | CodeCode Available | 1 |
| Tukey-Inspired Video Object Segmentation | Nov 19, 2018 | ObjectSegmentation | CodeCode Available | 1 |
| Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells | Oct 25, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation | Sep 27, 2018 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Open Source Presentation Attack Detection Baseline for Iris Recognition | Sep 26, 2018 | Image SegmentationIris Recognition | CodeCode Available | 1 |
| YouTube-VOS: Sequence-to-Sequence Video Object Segmentation | Sep 3, 2018 | Image SegmentationObject | CodeCode Available | 1 |
| Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks | Aug 23, 2018 | image-classificationImage Classification | CodeCode Available | 1 |
| Weakly- and Semi-Supervised Panoptic Segmentation | Aug 10, 2018 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | Aug 2, 2018 | Dichotomous Image SegmentationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Unified Perceptual Parsing for Scene Understanding | Jul 26, 2018 | 2D Semantic SegmentationScene Understanding | CodeCode Available | 1 |
| UNet++: A Nested U-Net Architecture for Medical Image Segmentation | Jul 18, 2018 | Camouflaged Object SegmentationImage Segmentation | CodeCode Available | 1 |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | Jul 17, 2018 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Deep Clustering for Unsupervised Learning of Visual Features | Jul 15, 2018 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Sem-GAN: Semantically-Consistent Image-to-Image Translation | Jul 12, 2018 | Image SegmentationImage-to-Image Translation | CodeCode Available | 1 |
| A Probabilistic U-Net for Segmentation of Ambiguous Images | Jun 13, 2018 | Decision MakingSegmentation | CodeCode Available | 1 |
| Feature Pyramid Network for Multi-Class Land Segmentation | Jun 9, 2018 | DecoderGeneral Classification | CodeCode Available | 1 |
| BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning | May 12, 2018 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| Iteratively Trained Interactive Segmentation | May 11, 2018 | Interactive SegmentationObject | CodeCode Available | 1 |
| Pixel-wise Attentional Gating for Parsimonious Pixel Labeling | May 3, 2018 | Boundary DetectionSemantic Segmentation | CodeCode Available | 1 |
| Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning | Apr 27, 2018 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Attention U-Net: Learning Where to Look for the Pancreas | Apr 11, 2018 | Brain Tumor SegmentationComputational Efficiency | CodeCode Available | 1 |
| HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation | Apr 9, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| MegaDepth: Learning Single-View Depth Prediction from Internet Photos | Apr 2, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation | Mar 28, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects | Mar 27, 2018 | General ClassificationObject | CodeCode Available | 1 |
| CompNet: Complementary Segmentation Network for Brain MRI Extraction | Mar 27, 2018 | DecoderImage Segmentation | CodeCode Available | 1 |
| The ApolloScape Open Dataset for Autonomous Driving and its Application | Mar 16, 2018 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Cross-View Image Synthesis using Conditional GANs | Mar 9, 2018 | Cross-View Image-to-Image TranslationImage Generation | CodeCode Available | 1 |
| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| Path Aggregation Network for Instance Segmentation | Mar 5, 2018 | Instance Segmentationobject-detection | CodeCode Available | 1 |
