High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Nov 30, 2017 Conditional Image Generation Fundus to Angiography Generation
Code Code Available Learning to Segment Every Thing Nov 28, 2017 Instance Segmentation Segmentation
Code Code Available Exploiting the potential of unlabeled endoscopic video data with self-supervised learning Nov 27, 2017 Colorization Generative Adversarial Network
— Unverified Distance to Center of Mass Encoding for Instance Segmentation Nov 24, 2017 Instance Segmentation Object
Code Code Available Deep Extreme Cut: From Extreme Points to Object Segmentation Nov 24, 2017 Instance Segmentation Interactive Segmentation
Code Code Available SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation Nov 23, 2017 3D Instance Segmentation 3D Object Detection
Code Code Available S4Net: Single Stage Salient-Instance Segmentation Nov 21, 2017 Instance Segmentation Segmentation
Code Code Available Non-local Neural Networks Nov 21, 2017 Action Classification Action Recognition
Code Code Available Multi-Task Domain Adaptation for Deep Learning of Instance Grasping from Simulation Oct 17, 2017 Domain Adaptation Instance Segmentation
— Unverified The Mapillary Vistas Dataset for Semantic Understanding of Street Scenes Oct 1, 2017 Diversity Image Segmentation
— Unverified SceneNet RGB-D: Can 5M Synthetic Images Beat Generic ImageNet Pre-Training on Indoor Segmentation? Oct 1, 2017 16k Camera Pose Estimation
— Unverified SGN: Sequential Grouping Networks for Instance Segmentation Oct 1, 2017 Instance Segmentation Object
— Unverified Bounding Boxes, Segmentations and Object Coordinates: How Important Is Recognition for 3D Scene Flow Estimation in Autonomous Driving Scenarios? Oct 1, 2017 Autonomous Driving Instance Segmentation
— Unverified Semi-Supervised Hierarchical Semantic Object Parsing Sep 23, 2017 Instance Segmentation Object
— Unverified Playing for Benchmarks Sep 21, 2017 Instance Segmentation object-detection
— Unverified Efficient Column Generation for Cell Detection and Segmentation Sep 21, 2017 Cell Detection Instance Segmentation
— Unverified Leveraging multiple datasets for deep leaf counting Sep 5, 2017 Instance Segmentation Segmentation
— Unverified Semantic Instance Segmentation with a Discriminative Loss Function Aug 8, 2017 Instance Segmentation Lane Detection
Code Code Available Fast Scene Understanding for Autonomous Driving Aug 8, 2017 Autonomous Driving Decoder
Code Code Available Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes Aug 4, 2017 Instance Segmentation Object
— Unverified Spatio-temporal Human Action Localisation and Instance Segmentation in Temporally Untrimmed Videos Jul 22, 2017 Action Recognition Instance Segmentation
— Unverified Deep GrabCut for Object Selection Jul 2, 2017 Decoder Instance Segmentation
— Unverified Indoor Scene Parsing With Instance Segmentation, Semantic Labeling and Support Relationship Inference Jul 1, 2017 Instance Segmentation Scene Parsing
— Unverified Co-Fusion: Real-time Segmentation, Tracking and Fusion of Multiple Objects Jun 20, 2017 Instance Segmentation Object
Code Code Available BiSeg: Simultaneous Instance Segmentation and Semantic Segmentation with Fully Convolutional Networks Jun 7, 2017 Bayesian Inference Instance Segmentation
— Unverified Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics May 19, 2017 Deep Learning General Classification
Code Code Available Towards Instance Segmentation with Object Priority: Prominent Object Detection and Recognition Apr 24, 2017 Instance Segmentation Object
— Unverified Instance-Level Salient Object Segmentation Apr 12, 2017 Instance Segmentation Object
— Unverified Pixelwise Instance Segmentation with a Dynamically Instantiated Network Apr 7, 2017 Instance Segmentation Object
Code Code Available Pose2Instance: Harnessing Keypoints for Person Instance Segmentation Apr 4, 2017 Instance Segmentation Segmentation
— Unverified Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis Mar 30, 2017 Instance Segmentation Object
— Unverified Semantic Instance Segmentation via Deep Metric Learning Mar 30, 2017 Instance Segmentation Metric Learning
Code Code Available Mask R-CNN Mar 20, 2017 3D Instance Segmentation Human Part Segmentation
Code Code Available SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth Dec 15, 2016 3D Reconstruction Camera Pose Estimation
Code Code Available Boundary-aware Instance Segmentation Dec 9, 2016 Instance Segmentation Object
— Unverified Learning Video Object Segmentation from Static Images Dec 8, 2016 Instance Segmentation Object
Code Code Available Deep Supervision with Shape Concepts for Occlusion-Aware 3D Object Parsing Dec 8, 2016 Instance Segmentation Semantic Segmentation
— Unverified TorontoCity: Seeing the World with a Million Eyes Dec 1, 2016 Instance Segmentation Semantic Segmentation
— Unverified Efficient Pose and Cell Segmentation using Column Generation Dec 1, 2016 Cell Segmentation Efficient Exploration
— Unverified Object Detection Free Instance Segmentation With Labeling Transformations Nov 28, 2016 Instance Segmentation Object
— Unverified Deep Watershed Transform for Instance Segmentation Nov 24, 2016 Instance Segmentation Object
Code Code Available Fully Convolutional Instance-aware Semantic Segmentation Nov 23, 2016 General Classification Instance Segmentation
Code Code Available Gland Instance Segmentation Using Deep Multichannel Neural Networks Nov 21, 2016 Instance Segmentation Segmentation
— Unverified Associative Embedding: End-to-End Learning for Joint Detection and Grouping Nov 16, 2016 2D Human Pose Estimation Instance Segmentation
Code Code Available Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data Nov 9, 2016 Instance Segmentation Scene Text Recognition
— Unverified Bottom-up Instance Segmentation using Deep Higher-Order CRFs Sep 8, 2016 Instance Segmentation Object
— Unverified Gland Instance Segmentation by Deep Multichannel Neural Networks Jul 17, 2016 Instance Segmentation Segmentation
— Unverified Gland Instance Segmentation by Deep Multichannel Side Supervision Jul 12, 2016 Instance Segmentation Segmentation
— Unverified End-to-End Instance Segmentation with Recurrent Attention May 30, 2016 Autonomous Driving Image Captioning
Code Code Available Bridging Category-level and Instance-level Semantic Image Segmentation May 23, 2016 Image Segmentation Instance Segmentation
— Unverified 