Actor-Critic Instance Segmentation Apr 10, 2019 Instance Segmentation Reinforcement Learning
Code Code Available Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Apr 10, 2019 image-classification Image Classification
Code Code Available Instance Segmentation of Biological Images Using Harmonic Embeddings Apr 10, 2019 Clustering Computational Efficiency
Code Code Available QANet -- Quality Assurance Network for Image Segmentation Apr 9, 2019 Cell Segmentation Image Segmentation
— Unverified ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Apr 5, 2019 Instance Segmentation Object
— Unverified YOLACT: Real-time Instance Segmentation Apr 4, 2019 GPU Instance Segmentation
Code Code Available 3D-BEVIS: Bird's-Eye-View Instance Segmentation Apr 3, 2019 3D Instance Segmentation 3D Semantic Instance Segmentation
— Unverified Res2Net: A New Multi-scale Backbone Architecture Apr 2, 2019 Image Classification Instance Segmentation
Code Code Available Pyramid Mask Text Detector Mar 28, 2019 Clustering Instance Segmentation
Code Code Available TensorMask: A Foundation for Dense Object Segmentation Mar 28, 2019 Instance Segmentation Object
Code Code Available Self-Supervised Learning via Conditional Motion Propagation Mar 27, 2019 Human Parsing Instance Segmentation
Code Code Available Large-scale interactive object segmentation with human annotators Mar 26, 2019 Instance Segmentation Interactive Segmentation
— Unverified Micro-Batch Training with Batch-Channel Normalization and Weight Standardization Mar 25, 2019 GPU image-classification
Code Code Available AdaCoSeg: Adaptive Shape Co-Segmentation with Group Consistency Loss Mar 25, 2019 Instance Segmentation Segmentation
— Unverified Concatenated Feature Pyramid Network for Instance Segmentation Mar 16, 2019 Instance Segmentation object-detection
— Unverified BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous Driving Mar 15, 2019 2D Object Detection Autonomous Driving
Code Code Available Neural Scene Decomposition for Multi-Person Motion Capture Mar 13, 2019 3D geometry 3D Pose Estimation
Code Code Available CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation Mar 13, 2019 Instance Segmentation Multi-tissue Nucleus Segmentation
— Unverified Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up Mar 7, 2019 Fine-Grained Image Classification General Classification
Code Code Available Object Counting and Instance Segmentation with Image-level Supervision Mar 6, 2019 Image-level Supervised Instance Segmentation Instance Segmentation
Code Code Available PanopticFusion: Online Volumetric Semantic Mapping at the Level of Stuff and Things Mar 4, 2019 3D Instance Segmentation Instance Segmentation
— Unverified Mask Scoring R-CNN Mar 1, 2019 General Classification Instance Segmentation
Code Code Available Associatively Segmenting Instances and Semantics in Point Clouds Feb 26, 2019 3D Instance Segmentation 3D Semantic Segmentation
Code Code Available Single-Image Piece-wise Planar 3D Reconstruction via Associative Embedding Feb 26, 2019 3D Plane Detection 3D Reconstruction
Code Code Available Deep High-Resolution Representation Learning for Human Pose Estimation Feb 25, 2019 2D Human Pose Estimation 2D Pose Estimation
Code Code Available U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument Feb 24, 2019 Data Augmentation Decoder
Code Code Available Deep Learning Based Video System for Accurate and Real-Time Parking Measurement Feb 20, 2019 Instance Segmentation Semantic Segmentation
— Unverified Augmentation for small object detection Feb 19, 2019 Instance Segmentation Object
Code Code Available PointIT: A Fast Tracking Framework Based on 3D Instance Segmentation Feb 18, 2019 3D Instance Segmentation Instance Segmentation
— Unverified 3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation Feb 14, 2019 3D Instance Segmentation 3D Semantic Instance Segmentation
— Unverified DeeperLab: Single-Shot Image Parser Feb 13, 2019 GPU Instance Segmentation
— Unverified MASC: Multi-scale Affinity with Sparse Convolution for 3D Instance Segmentation Feb 12, 2019 3D Instance Segmentation Clustering
Code Code Available Towards Segmenting Anything That Moves Feb 11, 2019 Action Detection Instance Segmentation
Code Code Available Single Network Panoptic Segmentation for Street Scene Understanding Feb 7, 2019 Instance Segmentation Panoptic Segmentation
Code Code Available Instance Segmentation as Image Segmentation Annotation Feb 1, 2019 Decoder Image Segmentation
Code Code Available Learning Metric Graphs for Neuron Segmentation In Electron Microscopy Images Jan 31, 2019 Electron Microscopy Image Segmentation Image Segmentation
— Unverified US-net for robust and efficient nuclei instance segmentation Jan 31, 2019 Instance Segmentation Segmentation
— Unverified Real-world Mapping of Gaze Fixations Using Instance Segmentation for Road Construction Safety Applications Jan 30, 2019 Instance Segmentation Semantic Segmentation
— Unverified 4D Generic Video Object Proposals Jan 26, 2019 Instance Segmentation Object
Code Code Available Hybrid Task Cascade for Instance Segmentation Jan 22, 2019 Instance Segmentation object-detection
Code Code Available Primitive-based 3D Building Modeling, Sensor Simulation, and Estimation Jan 16, 2019 Instance Segmentation Semantic Segmentation
— Unverified UPSNet: A Unified Panoptic Segmentation Network Jan 12, 2019 Instance Segmentation Panoptic Segmentation
Code Code Available Panoptic Feature Pyramid Networks Jan 8, 2019 Instance Segmentation Panoptic Segmentation
Code Code Available Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning Jan 4, 2019 3D Instance Segmentation Clustering
— Unverified Slimmable Neural Networks Dec 21, 2018 Instance Segmentation Keypoint Detection
Code Code Available Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation Dec 19, 2018 Instance Segmentation Object
— Unverified MID-Fusion: Octree-based Object-Level Multi-Instance Dynamic SLAM Dec 19, 2018 CPU Instance Segmentation
Code Code Available 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans Dec 17, 2018 3D Instance Segmentation 3D Object Detection
Code Code Available Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation Dec 13, 2018 Instance Segmentation Object
— Unverified Weakly Supervised Instance Segmentation Using Hybrid Network Dec 12, 2018 Image Segmentation Instance Segmentation
— Unverified 