| Adversarial Learning for Semi-Supervised Semantic Segmentation | Feb 22, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells | Feb 21, 2018 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation | Feb 7, 2018 | DecoderImage Classification | CodeCode Available | 1 |
| Dynamic Graph CNN for Learning on Point Clouds | Jan 24, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations | Jan 24, 2018 | Adversarial AttackDepth Estimation | CodeCode Available | 1 |
| TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation | Jan 17, 2018 | Image SegmentationSegmentation | CodeCode Available | 1 |
| MobileNetV2: Inverted Residuals and Linear Bottlenecks | Jan 13, 2018 | Image ClassificationImage Segmentation | CodeCode Available | 1 |
| BUSIS: A Benchmark for Breast Ultrasound Image Segmentation | Jan 9, 2018 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Panoptic Segmentation | Jan 3, 2018 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| Maximum Classifier Discrepancy for Unsupervised Domain Adaptation | Dec 7, 2017 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis | Dec 5, 2017 | 3D Object ClassificationGPU | CodeCode Available | 1 |
| High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs | Nov 30, 2017 | Conditional Image GenerationFundus to Angiography Generation | CodeCode Available | 1 |
| Road Extraction by Deep Residual U-Net | Nov 29, 2017 | Lesion SegmentationLung Nodule Segmentation | CodeCode Available | 1 |
| W-Net: A Deep Model for Fully Unsupervised Image Segmentation | Nov 22, 2017 | Image SegmentationSegmentation | CodeCode Available | 1 |
| VisDA: The Visual Domain Adaptation Challenge | Oct 18, 2017 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| One-Shot Learning for Semantic Segmentation | Sep 11, 2017 | General Classificationimage-classification | CodeCode Available | 1 |
| ConvNet Architecture Search for Spatiotemporal Feature Learning | Aug 16, 2017 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Structure-measure: A New Way to Evaluate Foreground Maps | Aug 2, 2017 | Objectobject-detection | CodeCode Available | 1 |
| Residual Conv-Deconv Grid Network for Semantic Segmentation | Jul 25, 2017 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Rethinking Atrous Convolution for Semantic Image Segmentation | Jun 17, 2017 | 2D Semantic SegmentationDichotomous Image Segmentation | CodeCode Available | 1 |
| LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation | Jun 14, 2017 | GPUScene Understanding | CodeCode Available | 1 |
| PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space | Jun 7, 2017 | 3D Part Segmentation | CodeCode Available | 1 |
| Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics | May 19, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| LabelBank: Revisiting Global Perspectives for Semantic Segmentation | Mar 29, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Adversarial Examples for Semantic Segmentation and Object Detection | Mar 24, 2017 | Adversarial Attackimage-classification | CodeCode Available | 1 |
| Mask R-CNN | Mar 20, 2017 | 3D Instance SegmentationHuman Part Segmentation | CodeCode Available | 1 |
| Deformable Convolutional Networks | Mar 17, 2017 | Object DetectionSemantic Segmentation | CodeCode Available | 1 |
| What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? | Mar 15, 2017 | Deep LearningDepth Estimation | CodeCode Available | 1 |
| ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes | Feb 14, 2017 | 3D Object ClassificationGeneral Classification | CodeCode Available | 1 |
| MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving | Dec 22, 2016 | Autonomous DrivingGeneral Classification | CodeCode Available | 1 |
| COCO-Stuff: Thing and Stuff Classes in Context | Dec 12, 2016 | Image CaptioningSemantic Segmentation | CodeCode Available | 1 |
| Pyramid Scene Parsing Network | Dec 4, 2016 | Dichotomous Image SegmentationImage Classification | CodeCode Available | 1 |
| PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation | Dec 2, 2016 | 3D Face Reconstruction3D Semantic Segmentation | CodeCode Available | 1 |
| 3D Bounding Box Estimation Using Deep Learning and Geometry | Dec 1, 2016 | 3D Object DetectionDeep Learning | CodeCode Available | 1 |
| Wider or Deeper: Revisiting the ResNet Model for Visual Recognition | Nov 30, 2016 | Semantic Segmentation | CodeCode Available | 1 |
| Deeply supervised salient object detection with short connections | Nov 15, 2016 | Boundary DetectionObject | CodeCode Available | 1 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 |
| Clockwork Convnets for Video Semantic Segmentation | Aug 11, 2016 | Image SegmentationScheduling | CodeCode Available | 1 |
| ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation | Jun 7, 2016 | Efficient Neural NetworkReal-Time Semantic Segmentation | CodeCode Available | 1 |
| DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs | Jun 2, 2016 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation | May 4, 2016 | Semantic Segmentation | CodeCode Available | 1 |
| Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks | Mar 5, 2016 | Image GenerationSemantic Segmentation | CodeCode Available | 1 |
| The Fast Bilateral Solver | Nov 10, 2015 | ColorizationSemantic Segmentation | CodeCode Available | 1 |
| Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding | Nov 9, 2015 | Decision MakingDecoder | CodeCode Available | 1 |
| SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation | Nov 2, 2015 | Crowd CountingDecoder | CodeCode Available | 1 |
| Deep clustering: Discriminative embeddings for segmentation and separation | Aug 18, 2015 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Geo-Semantic Segmentation | Jun 1, 2015 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs | Dec 22, 2014 | GPUimage-classification | CodeCode Available | 1 |
| Fully Convolutional Networks for Semantic Segmentation | Nov 14, 2014 | Crack SegmentationMultispectral Object Detection | CodeCode Available | 1 |
