EfficientPS: Efficient Panoptic Segmentation Apr 5, 2020 Instance Segmentation Panoptic Segmentation
Code Code Available PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation Apr 3, 2020 3D Instance Segmentation Clustering
Code Code Available Look-into-Object: Self-supervised Structure Modeling for Object Recognition Mar 31, 2020 Fine-Grained Image Classification Image Recognition
Code Code Available What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective Mar 25, 2020 Instance Segmentation object-detection
Code Code Available Scalable learning for bridging the species gap in image-based plant phenotyping Mar 24, 2020 Instance Segmentation Plant Phenotyping
Code Code Available EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion Mar 23, 2020 GPU Instance Segmentation
Code Code Available CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection Mar 20, 2020 Instance Segmentation object-detection
Code Code Available STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos Mar 18, 2020 Instance Segmentation Semantic Segmentation
Code Code Available 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation Mar 17, 2020 General Classification Instance Segmentation
Code Code Available TACO: Trash Annotations in Context for Litter Detection Mar 16, 2020 Instance Segmentation Segmentation
Code Code Available Conditional Convolutions for Instance Segmentation Mar 12, 2020 Instance Segmentation Segmentation
Code Code Available Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds Mar 11, 2020 Instance Segmentation Multi-Task Learning
Code Code Available Learning in the Frequency Domain Feb 27, 2020 channel selection Instance Segmentation
Code Code Available Algorithm-hardware Co-design for Deformable Convolution Feb 19, 2020 image-classification Image Classification
Code Code Available Key Points Estimation and Point Instance Segmentation Approach for Lane Detection Feb 16, 2020 Autonomous Driving Clustering
Code Code Available Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images Feb 15, 2020 Instance Segmentation Medical Image Segmentation
Code Code Available SpotNet: Self-Attention Multi-Task Network for Object Detection Feb 13, 2020 Instance Segmentation Multi-Task Learning
Code Code Available Segmenting Unseen Industrial Components in a Heavy Clutter Using RGB-D Fusion and Synthetic Data Feb 10, 2020 Instance Segmentation Segmentation
Code Code Available FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders Feb 7, 2020 Decoder Instance Segmentation
Code Code Available PatchPerPix for Instance Segmentation Jan 21, 2020 Instance Segmentation Segmentation
Code Code Available BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation Jan 2, 2020 GPU Instance Segmentation
Code Code Available Towards Accurate Post-training Network Quantization via Bit-Split and Stitching Jan 1, 2020 CPU GPU
Code Code Available Instance-wise Depth and Motion Learning from Monocular Videos Dec 19, 2019 Instance Segmentation Monocular Depth Estimation
Code Code Available PointRend: Image Segmentation as Rendering Dec 17, 2019 Image Segmentation Instance Segmentation
Code Code Available UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Dec 11, 2019 Computed Tomography (CT) Decoder
Code Code Available SOLO: Segmenting Objects by Locations Dec 10, 2019 Clustering General Classification
Code Code Available Large-scale 6D Object Pose Estimation Dataset for Industrial Bin-Picking Dec 6, 2019 6D Pose Estimation using RGB Instance Segmentation
Code Code Available Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response Nov 29, 2019 Cell Segmentation Cultural Vocal Bursts Intensity Prediction
Code Code Available CenterMask : Real-Time Anchor-Free Instance Segmentation Nov 15, 2019 Instance Segmentation Object Detection
Code Code Available Classification Calibration for Long-tail Instance Segmentation Oct 29, 2019 Classification General Classification
Code Code Available SpatialFlow: Bridging All Tasks for Panoptic Segmentation Oct 19, 2019 All Instance Segmentation
Code Code Available PolarMask: Single Shot Instance Segmentation with Polar Representation Sep 29, 2019 Distance regression Instance Segmentation
Code Code Available MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution Sep 27, 2019 GPU Instance Segmentation
Code Code Available Global Aggregation then Local Distribution in Fully Convolutional Networks Sep 16, 2019 Instance Segmentation object-detection
Code Code Available Deep High-Resolution Representation Learning for Visual Recognition Aug 20, 2019 Dichotomous Image Segmentation Face Alignment
Code Code Available Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion Aug 10, 2019 Instance Segmentation Nuclear Segmentation
Code Code Available LVIS: A Dataset for Large Vocabulary Instance Segmentation Aug 8, 2019 Instance Segmentation Object
Code Code Available Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth Jun 26, 2019 Autonomous Driving Clustering
Code Code Available MMDetection: Open MMLab Detection Toolbox and Benchmark Jun 17, 2019 Benchmarking Instance Segmentation
Code Code Available Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer Jun 7, 2019 Action Recognition General Classification
Code Code Available Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds Jun 4, 2019 3D Instance Segmentation Clustering
Code Code Available A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities May 30, 2019 Diversity Inductive Bias
Code Code Available iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images May 30, 2019 Instance Segmentation Object
Code Code Available Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Apr 10, 2019 image-classification Image Classification
Code Code Available YOLACT: Real-time Instance Segmentation Apr 4, 2019 GPU Instance Segmentation
Code Code Available Res2Net: A New Multi-scale Backbone Architecture Apr 2, 2019 Image Classification Instance Segmentation
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 Augmentation for small object detection Feb 19, 2019 Instance Segmentation Object
Code Code Available Hybrid Task Cascade for Instance Segmentation Jan 22, 2019 Instance Segmentation object-detection
Code Code Available Slimmable Neural Networks Dec 21, 2018 Instance Segmentation Keypoint Detection
Code Code Available 