Distilling Knowledge via Knowledge Review Apr 19, 2021 Instance Segmentation Knowledge Distillation
Code Code Available RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features Apr 17, 2021 Instance Segmentation Semantic Segmentation
Code Code Available Advanced Deep Networks for 3D Mitochondria Instance Segmentation Apr 16, 2021 3D Instance Segmentation Denoising
Code Code Available HoughNet: Integrating near and long-range evidence for visual detection Apr 14, 2021 3D Object Detection Image Generation
Code Code Available Zero-Shot Instance Segmentation Apr 14, 2021 Instance Segmentation object-detection
Code Code Available Crossover Learning for Fast Online Video Instance Segmentation Apr 13, 2021 Instance Segmentation Semantic Segmentation
Code Code Available Co-Scale Conv-Attentional Image Transformers Apr 13, 2021 Instance Segmentation object-detection
Code Code Available DropLoss for Long-Tail Instance Segmentation Apr 13, 2021 Instance Segmentation object-detection
Code Code Available Pointly-Supervised Instance Segmentation Apr 13, 2021 Instance Segmentation Object
Code Code Available Common Limitations of Image Processing Metrics: A Picture Story Apr 12, 2021 Instance Segmentation object-detection
Code Code Available Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition Apr 12, 2021 Instance Segmentation Scene Understanding
Code Code Available Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Apr 12, 2021 Instance Segmentation Segmentation
Code Code Available Location-Sensitive Visual Recognition with Cross-IOU Loss Apr 11, 2021 2D Human Pose Estimation Instance Segmentation
Code Code Available Contour Proposal Networks for Biomedical Instance Segmentation Apr 7, 2021 Blood Cell Detection Cell Detection
Code Code Available Spatial Feature Calibration and Temporal Fusion for Effective One-stage Video Instance Segmentation Apr 6, 2021 Instance Segmentation Segmentation
Code Code Available Scale-aware Automatic Augmentation for Object Detection Mar 31, 2021 Data Augmentation Instance 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 Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Mar 30, 2021 General Classification image-classification
Code Code Available 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 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 Region Similarity Representation Learning Mar 24, 2021 Instance Segmentation Object
Code Code Available 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 Video Class Agnostic Segmentation Benchmark for Autonomous Driving Mar 19, 2021 Autonomous Driving Instance Segmentation
Code Code Available 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 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 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 FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation Feb 25, 2021 Instance Segmentation Segmentation
Code Code Available Simple multi-dataset detection Feb 25, 2021 All Instance 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 MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection Feb 17, 2021 Imputation Instance Segmentation
Code Code Available Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency Feb 4, 2021 Instance Segmentation Monocular Depth Estimation
Code Code Available Occluded Video Instance Segmentation: A Benchmark Feb 2, 2021 Instance Segmentation Segmentation
Code Code Available SA-Net: Shuffle Attention for Deep Convolutional Neural Networks Jan 30, 2021 Instance Segmentation object-detection
Code Code Available Embedding-based Instance Segmentation in Microscopy Jan 25, 2021 GPU Instance Segmentation
Code Code Available Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels Jan 13, 2021 image-classification Image Classification
Code Code Available Superpixel-based Refinement for Object Proposal Generation Jan 12, 2021 Instance Segmentation Object
Code Code Available CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images Jan 2, 2021 Instance Segmentation Segmentation
Code Code Available AggMask: Exploring locally aggregated learning of mask representations for instance segmentation Jan 1, 2021 Instance Segmentation Segmentation
Code Code Available Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation Jan 1, 2021 Data Augmentation Instance Segmentation
Code Code Available CDNet: Centripetal Direction Network for Nuclear Instance Segmentation Jan 1, 2021 Instance Segmentation Segmentation
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