BlenderProc Oct 25, 2019 3D Object Recognition Depth Image Estimation
Code Code Available Learning to Track Any Object Oct 25, 2019 Instance Segmentation Object
— Unverified Team PFDet's Methods for Open Images Challenge 2019 Oct 25, 2019 Instance Segmentation Object
— Unverified Identifying Unknown Instances for Autonomous Driving Oct 24, 2019 Autonomous Driving Instance Segmentation
— Unverified SpatialFlow: Bridging All Tasks for Panoptic Segmentation Oct 19, 2019 All Instance Segmentation
Code Code Available Organ At Risk Segmentation with Multiple Modality Oct 17, 2019 Brain Tumor Segmentation Computed Tomography (CT)
— Unverified What's in my Room? Object Recognition on Indoor Panoramic Images Oct 14, 2019 Instance Segmentation Object
— Unverified Panoptic-DeepLab Oct 10, 2019 Decoder Instance Segmentation
Code Code Available ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Oct 8, 2019 Dimensionality Reduction image-classification
Code Code Available Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation Oct 7, 2019 General Classification Image-level Supervised Instance Segmentation
— Unverified Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods Oct 3, 2019 Autonomous Driving Autonomous Vehicles
— Unverified Multi-view PointNet for 3D Scene Understanding Sep 30, 2019 3D Instance Segmentation 3D Semantic Segmentation
— Unverified LIP: Learning Instance Propagation for Video Object Segmentation Sep 30, 2019 Data Augmentation Instance Segmentation
— Unverified End-to-End Deep Convolutional Active Contours for Image Segmentation Sep 29, 2019 Image Segmentation Instance Segmentation
— Unverified Salient Instance Segmentation via Subitizing and Clustering Sep 29, 2019 Clustering Instance Segmentation
— Unverified PolarMask: Single Shot Instance Segmentation with Polar Representation Sep 29, 2019 Distance regression Instance Segmentation
Code Code Available Geomorphological Analysis Using Unpiloted Aircraft Systems, Structure from Motion, and Deep Learning Sep 27, 2019 Instance Segmentation Morphological Analysis
— Unverified Rethinking Task and Metrics of Instance Segmentation on 3D Point Clouds Sep 27, 2019 Instance Segmentation Semantic Segmentation
— Unverified MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution Sep 27, 2019 GPU Instance Segmentation
Code Code Available Multi-Task Learning via Scale Aware Feature Pyramid Networks and Effective Joint Head Sep 25, 2019 Instance Segmentation Multi-Task Learning
— Unverified A closer look at network resolution for efficient network design Sep 25, 2019 Instance Segmentation object-detection
— Unverified Rescan: Inductive Instance Segmentation for Indoor RGBD Scans Sep 25, 2019 Instance Segmentation Segmentation
— Unverified Gated Channel Transformation for Visual Recognition Sep 25, 2019 General Classification image-classification
Code Code Available AdaptIS: Adaptive Instance Selection Network Sep 17, 2019 Instance Segmentation Panoptic Segmentation
Code Code Available Global Aggregation then Local Distribution in Fully Convolutional Networks Sep 16, 2019 Instance Segmentation object-detection
Code Code Available Comparison of UNet, ENet, and BoxENet for Segmentation of Mast Cells in Scans of Histological Slices Sep 15, 2019 Instance Segmentation Semantic Segmentation
— Unverified Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images Sep 13, 2019 Instance Segmentation Segmentation
— Unverified Is Heuristic Sampling Necessary in Training Deep Object Detectors? Sep 11, 2019 Diagnostic General Classification
Code Code Available BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding Sep 11, 2019 Instance Segmentation Language Modeling
Code Code Available Chargrid-OCR: End-to-end Trainable Optical Character Recognition for Printed Documents using Instance Segmentation Sep 10, 2019 GPU Instance Segmentation
— Unverified CBNet: A Novel Composite Backbone Network Architecture for Object Detection Sep 9, 2019 Instance Segmentation object-detection
Code Code Available NuClick: From Clicks in the Nuclei to Nuclear Boundaries Sep 7, 2019 Instance Segmentation Nuclear Segmentation
— Unverified SSAP: Single-Shot Instance Segmentation With Affinity Pyramid Sep 4, 2019 Instance Segmentation Segmentation
Code Code Available Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework Aug 27, 2019 Clustering Instance Segmentation
— Unverified A Weakly Supervised Method for Instance Segmentation of Biological Cells Aug 26, 2019 Contour Detection Instance Segmentation
— Unverified Generator evaluator-selector net for panoptic image segmentation and splitting unfamiliar objects into parts Aug 24, 2019 Image Segmentation Instance Segmentation
Code Code Available Towards Unconstrained End-to-End Text Spotting Aug 24, 2019 Instance Segmentation Optical Character Recognition (OCR)
— Unverified DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging Aug 21, 2019 Cell Segmentation Clustering
Code Code Available InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting Aug 21, 2019 Data Augmentation Instance Segmentation
Code Code Available Deep High-Resolution Representation Learning for Visual Recognition Aug 20, 2019 Dichotomous Image Segmentation Face Alignment
Code Code Available Instance Scale Normalization for image understanding Aug 20, 2019 Instance Segmentation Object
— Unverified IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation Aug 19, 2019 Cell Segmentation Instance Segmentation
Code Code Available Explicit Shape Encoding for Real-Time Instance Segmentation Aug 12, 2019 Instance Segmentation Object
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 Attentive Normalization Aug 4, 2019 Image Classification Instance Segmentation
Code Code Available The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation Jul 30, 2019 Instance Segmentation Object
— Unverified Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation Jul 26, 2019 Breast Cancer Detection Instance Segmentation
— Unverified Grape detection, segmentation and tracking using deep neural networks and three-dimensional association Jul 26, 2019 Instance Segmentation Segmentation
Code Code Available Object as Distribution Jul 25, 2019 Autonomous Driving Instance Segmentation
— Unverified 