Learning to Track Instances without Video Annotations Apr 1, 2021 Instance Segmentation Pose Estimation
— Unverified The surprising impact of mask-head architecture on novel class segmentation Apr 1, 2021 Instance Segmentation Segmentation
Code Code Available FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter Mar 31, 2021 Few-shot Instance Segmentation Few-Shot Learning
Code Code Available Scale-aware Automatic Augmentation for Object Detection Mar 31, 2021 Data Augmentation Instance Segmentation
Code Code Available Using depth information and colour space variations for improving outdoor robustness for instance segmentation of cabbage Mar 31, 2021 Instance Segmentation Segmentation
— Unverified Camouflaged Instance Segmentation In-The-Wild: Dataset, Method, and Benchmark Suite Mar 31, 2021 Camouflaged Object Segmentation Diversity
— Unverified SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks Mar 30, 2021 Instance Segmentation Segmentation
— Unverified Assessing YOLACT++ for real time and robust instance segmentation of medical instruments in endoscopic procedures Mar 30, 2021 Instance Segmentation Real-time Instance Segmentation
— Unverified Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Mar 30, 2021 General Classification image-classification
Code Code Available PlaneSegNet: Fast and Robust Plane Estimation Using a Single-stage Instance Segmentation CNN Mar 29, 2021 Instance Segmentation Scene Understanding
— Unverified Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding Mar 29, 2021 image-classification Image Classification
Code Code Available Panoptic-PolarNet: Proposal-free LiDAR Point Cloud Panoptic Segmentation Mar 27, 2021 Clustering Instance Segmentation
Code Code Available Instance segmentation with the number of clusters incorporated in embedding learning Mar 27, 2021 Clustering Image Segmentation
— Unverified Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings Mar 26, 2021 Instance Segmentation Segmentation
Code Code Available Video Instance Segmentation with a Propose-Reduce Paradigm Mar 25, 2021 Instance Segmentation Segmentation
Code Code Available Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Mar 25, 2021 image-classification Image Classification
Code Code Available Region Similarity Representation Learning Mar 24, 2021 Instance Segmentation Object
Code Code Available Dilated SpineNet for Semantic Segmentation Mar 23, 2021 Instance Segmentation Segmentation
— Unverified Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency Mar 23, 2021 Instance Segmentation Relation Network
— Unverified Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Mar 23, 2021 Amodal Instance Segmentation Boundary Detection
Code Code Available Scaling Local Self-Attention for Parameter Efficient Visual Backbones Mar 23, 2021 Image Classification Instance Segmentation
Code Code Available Human De-occlusion: Invisible Perception and Recovery for Humans Mar 22, 2021 Human Parsing Instance Segmentation
— Unverified Video Class Agnostic Segmentation Benchmark for Autonomous Driving Mar 19, 2021 Autonomous Driving Instance Segmentation
Code Code Available Generic Perceptual Loss for Modeling Structured Output Dependencies Mar 18, 2021 Depth Estimation Image Generation
— Unverified SG-Net: Spatial Granularity Network for One-Stage Video Instance Segmentation Mar 18, 2021 Head Detection Instance Segmentation
Code Code Available LRGNet: Learnable Region Growing for Class-Agnostic Point Cloud Segmentation Mar 16, 2021 Instance Segmentation MORPH
Code Code Available Track to Detect and Segment: An Online Multi-Object Tracker Mar 16, 2021 3D Multi-Object Tracking Instance Segmentation
Code Code Available BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Mar 16, 2021 Box-supervised Instance Segmentation Instance Segmentation
Code Code Available Robust 2D/3D Vehicle Parsing in CVIS Mar 11, 2021 Benchmarking Data Augmentation
— Unverified Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC Mar 11, 2021 3D Instance Segmentation Instance Segmentation
— Unverified Unknown Object Segmentation from Stereo Images Mar 11, 2021 Instance Segmentation Object
Code Code Available Spatially Consistent Representation Learning Mar 10, 2021 Contrastive Learning image-classification
Code Code Available Quality-Aware Network for Human Parsing Mar 10, 2021 Human Parsing Instance Segmentation
Code Code Available Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired Mar 6, 2021 Instance Segmentation Panoptic Segmentation
Code Code Available Cross-View Regularization for Domain Adaptive Panoptic Segmentation Mar 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available InstantDL-An easy-to-use deep learning pipeline for image segmentation and classification Mar 2, 2021 Deep Learning Image Segmentation
Code Code Available Simple multi-dataset detection Feb 25, 2021 All Instance Segmentation
Code Code Available FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation Feb 25, 2021 Instance Segmentation Segmentation
Code Code Available SCD: A Stacked Carton Dataset for Detection and Segmentation Feb 25, 2021 Instance Segmentation Semantic Segmentation
Code Code Available Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Feb 24, 2021 image-classification Image Classification
Code Code Available Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case Feb 24, 2021 Denoising Few-Shot Learning
Code Code Available SALT: A Semi-automatic Labeling Tool for RGB-D Video Sequences Feb 22, 2021 Instance Segmentation Segmentation
— Unverified Contour Loss for Instance Segmentation via k-step Distance Transformation Image Feb 22, 2021 Instance Segmentation Segmentation
— Unverified CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy Images Feb 20, 2021 Cell Detection Cell Segmentation
Code Code Available One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention Mechanism Feb 19, 2021 Instance Segmentation Segmentation
Code Code Available One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention Mechanism Feb 19, 2021 COVID-19 Diagnosis COVID-19 Image Segmentation
Code Code Available LambdaNetworks: Modeling Long-Range Interactions Without Attention Feb 17, 2021 image-classification Image Classification
Code Code Available MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection Feb 17, 2021 Imputation Instance Segmentation
Code Code Available EfficientLPS: Efficient LiDAR Panoptic Segmentation Feb 16, 2021 Autonomous Vehicles Instance Segmentation
— Unverified Building outline delineation: From aerial images to polygons with an improved end-to-end learning framework Feb 14, 2021 Instance Segmentation Semantic Segmentation
— Unverified 