Learning Object Placement by Inpainting for Compositional Data Augmentation Aug 1, 2020 Common Sense Reasoning Data Augmentation
— Unverified Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed Aug 1, 2020 graph partitioning Instance Segmentation
— Unverified Learning with Noisy Class Labels for Instance Segmentation Aug 1, 2020 Instance Segmentation Segmentation
Code Code Available LevelSet R-CNN: A Deep Variational Method for Instance Segmentation Jul 30, 2020 Autonomous Driving Instance Segmentation
— Unverified Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation Jul 30, 2020 Clustering Instance Segmentation
Code Code Available SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Jul 29, 2020 Instance Segmentation object-detection
Code Code Available Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking Jul 28, 2020 Cell Segmentation Cell Tracking
Code Code Available Detection and Segmentation of Custom Objects using High Distraction Photorealistic Synthetic Data Jul 28, 2020 Instance Segmentation Object Detection
Code Code Available Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds Jul 27, 2020 Instance Segmentation Prediction
— Unverified Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation Jul 24, 2020 Instance Segmentation Segmentation
Code Code Available Representation Sharing for Fast Object Detector Search and Beyond Jul 23, 2020 FAD GPU
Code Code Available The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation Jul 23, 2020 General Classification Instance Segmentation
Code Code Available Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening Jul 22, 2020 BIG-bench Machine Learning Instance Segmentation
— Unverified Instance-aware Self-supervised Learning for Nuclei Segmentation Jul 22, 2020 Instance Segmentation Segmentation
— Unverified Deep Variational Instance Segmentation Jul 22, 2020 Instance Segmentation Segmentation
Code Code Available Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation Jul 21, 2020 Instance Segmentation Knowledge Distillation
Code Code Available Balanced Meta-Softmax for Long-Tailed Visual Recognition Jul 21, 2020 General Classification Instance Segmentation
Code Code Available Split and Expand: An inference-time improvement for Weakly Supervised Cell Instance Segmentation Jul 21, 2020 Bias Detection Instance Segmentation
— Unverified Can we cover navigational perception needs of the visually impaired by panoptic segmentation? Jul 20, 2020 Deep Learning Instance Segmentation
— Unverified Learning Gaussian Instance Segmentation in Point Clouds Jul 20, 2020 3D Instance Segmentation Instance Segmentation
Code Code Available Feature Pyramid Transformer Jul 18, 2020 Instance Segmentation object-detection
— Unverified Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances Jul 18, 2020 Image-level Supervised Instance Segmentation Instance Segmentation
— Unverified CASNet: Common Attribute Support Network for image instance and panoptic segmentation Jul 17, 2020 Attribute Clustering
— Unverified Boundary-preserving Mask R-CNN Jul 17, 2020 Instance Segmentation Object
Code Code Available Unseen Object Instance Segmentation for Robotic Environments Jul 16, 2020 Instance Segmentation Object
Code Code Available TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris Jul 16, 2020 Instance Segmentation Object
— Unverified PerMO: Perceiving More at Once from a Single Image for Autonomous Driving Jul 16, 2020 3D Reconstruction Autonomous Driving
— Unverified RepPoints V2: Verification Meets Regression for Object Detection Jul 16, 2020 Instance Segmentation Object
Code Code Available Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation Jul 14, 2020 Clustering Instance Segmentation
Code Code Available Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation Jul 13, 2020 Clustering Distance regression
— Unverified Unsupervised object-centric video generation and decomposition in 3D Jul 7, 2020 3D Object Detection Depth Estimation
Code Code Available Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-Segment Jul 7, 2020 Instance Segmentation Segmentation
Code Code Available Spatial Semantic Embedding Network: Fast 3D Instance Segmentation with Deep Metric Learning Jul 7, 2020 3D Instance Segmentation 3D Reconstruction
Code Code Available Scalable, Proposal-free Instance Segmentation Network for 3D Pixel Clustering and Particle Trajectory Reconstruction in Liquid Argon Time Projection Chambers Jul 6, 2020 Clustering Instance Segmentation
— Unverified Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation Jul 6, 2020 Instance Segmentation Object
Code Code Available PointTrack++ for Effective Online Multi-Object Tracking and Segmentation Jul 3, 2020 Data Augmentation Decoder
Code Code Available Rethinking Channel Dimensions for Efficient Model Design Jul 2, 2020 Image Classification Instance Segmentation
Code Code Available MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos Jun 30, 2020 Instance Segmentation Region Proposal
Code Code Available Abnormal activity capture from passenger flow of elevator based on unsupervised learning and fine-grained multi-label recognition Jun 29, 2020 Anomaly Detection Clustering
— Unverified A Survey on Instance Segmentation: State of the art Jun 28, 2020 Instance Segmentation Object
— Unverified SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization Jun 25, 2020 3D Instance Segmentation 3D Semantic Instance Segmentation
— Unverified NINEPINS: Nuclei Instance Segmentation with Point Annotations Jun 24, 2020 Instance Segmentation Pseudo Label
— Unverified Video Panoptic Segmentation Jun 19, 2020 Instance Segmentation Panoptic Segmentation
Code Code Available Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax Jun 18, 2020 image-classification Image Classification
Code Code Available LRPD: Long Range 3D Pedestrian Detection Leveraging Specific Strengths of LiDAR and RGB Jun 17, 2020 Autonomous Vehicles Instance Segmentation
— Unverified Coherent Reconstruction of Multiple Humans from a Single Image Jun 15, 2020 3D Depth Estimation 3D Human Reconstruction
Code Code Available Geometry-Aware Instance Segmentation with Disparity Maps Jun 14, 2020 Instance Segmentation Semantic Segmentation
Code Code Available GradAug: A New Regularization Method for Deep Neural Networks Jun 14, 2020 Instance Segmentation object-detection
Code Code Available VirTex: Learning Visual Representations from Textual Annotations Jun 11, 2020 General Classification Image Captioning
Code Code Available Instance segmentation of buildings using keypoints Jun 6, 2020 Instance Segmentation Segmentation
— Unverified 