Deformable ConvNets v2: More Deformable, Better Results Nov 27, 2018 Instance Segmentation Object
Code Code Available Delving Deeper into Anti-aliasing in ConvNets Aug 21, 2020 Instance Segmentation Segmentation
Code Code Available Detect, consolidate, delineate: scalable mapping of field boundaries using satellite images Jun 4, 2021 Instance Segmentation Semantic Segmentation
Code Code Available Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks Nov 22, 2021 Instance Segmentation Object
Code Code Available A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation Apr 21, 2021 Instance Segmentation Object Detection
Code Code Available Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation Jul 21, 2020 Instance Segmentation Knowledge Distillation
Code Code Available DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations Aug 17, 2022 Camera Calibration Instance Segmentation
Code Code Available A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities May 30, 2019 Diversity Inductive Bias
Code Code Available Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 Nov 12, 2021 Deep Learning 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 Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Mar 23, 2021 Amodal Instance Segmentation Boundary Detection
Code Code Available Deep Structured Instance Graph for Distilling Object Detectors Sep 27, 2021 Instance Segmentation Knowledge Distillation
Code Code Available DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition Feb 3, 2023 Instance Segmentation object-detection
Code Code Available 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation Mar 17, 2020 General Classification Instance Segmentation
Code Code Available A Transductive Approach for Video Object Segmentation Apr 15, 2020 Instance Segmentation Object
Code Code Available A Tri-Layer Plugin to Improve Occluded Detection Oct 18, 2022 Instance Segmentation Object
Code Code Available BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning May 12, 2018 Autonomous Driving Diversity
Code Code Available Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Mar 30, 2021 General Classification image-classification
Code Code Available Deep learning approaches to building rooftop thermal bridge detection from aerial images Dec 12, 2022 Instance Segmentation Object Detection
Code Code Available Deep Learning based Food Instance Segmentation using Synthetic Data Jul 15, 2021 Deep Learning Instance Segmentation
Code Code Available Deep Variational Instance Segmentation Jul 22, 2020 Instance Segmentation Segmentation
Code Code Available Attention-guided Context Feature Pyramid Network for Object Detection May 23, 2020 Instance Segmentation Object
Code Code Available Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 Oct 26, 2020 COVID-19 Diagnosis COVID-19 Image Segmentation
Code Code Available Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders Oct 5, 2022 Classification Instance Segmentation
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 Augmentation for small object detection Feb 19, 2019 Instance Segmentation Object
Code Code Available ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation Dec 11, 2023 Instance Segmentation Position
Code Code Available DVIS++: Improved Decoupled Framework for Universal Video Segmentation Dec 20, 2023 Contrastive Learning Denoising
Code Code Available AugmenTory: A Fast and Flexible Polygon Augmentation Library May 7, 2024 Data Augmentation Instance Segmentation
Code Code Available DynaMask: Dynamic Mask Selection for Instance Segmentation Mar 14, 2023 Instance Segmentation Segmentation
Code Code Available D2Det: Towards High Quality Object Detection and Instance Segmentation Jun 1, 2020 Instance Segmentation Object
Code Code Available Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation Jun 5, 2023 Instance Segmentation Multi-Task Learning
Code Code Available AggMask: Exploring locally aggregated learning of mask representations for instance segmentation Jan 1, 2021 Instance Segmentation Segmentation
Code Code Available Effective Self-supervised Pre-training on Low-compute Networks without Distillation Oct 6, 2022 Attribute Instance Segmentation
Code Code Available AutoFocusFormer: Image Segmentation off the Grid Apr 24, 2023 Image Segmentation Instance Segmentation
Code Code Available AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans Mar 24, 2024 3D Instance Segmentation Instance Segmentation
Code Code Available CTVIS: Consistent Training for Online Video Instance Segmentation Jul 24, 2023 Instance Segmentation Semantic Segmentation
Code Code Available EfficientPS: Efficient Panoptic Segmentation Apr 5, 2020 Instance Segmentation Panoptic Segmentation
Code Code Available Automated Classification of Cell Shapes: A Comparative Evaluation of Shape Descriptors Nov 1, 2024 Instance Segmentation Semantic Segmentation
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 Eigencontours: Novel Contour Descriptors Based on Low-Rank Approximation Mar 29, 2022 Instance Segmentation Object
Code Code Available ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR Data Mar 8, 2023 Autonomous Navigation Clustering
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 EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation Dec 15, 2022 Instance Segmentation Object
Code Code Available End-to-End Referring Video Object Segmentation with Multimodal Transformers Nov 29, 2021 Inductive Bias Instance Segmentation
Code Code Available End-to-End Semi-Supervised Object Detection with Soft Teacher Jun 16, 2021 Instance Segmentation object-detection
Code Code Available AIO-P: Expanding Neural Performance Predictors Beyond Image Classification Nov 30, 2022 2D Human Pose Estimation Classification
Code Code Available EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion Mar 23, 2020 GPU Instance Segmentation
Code Code Available Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation Sep 4, 2024 Dichotomous Image Segmentation Image Segmentation
Code Code Available Cross-View Regularization for Domain Adaptive Panoptic Segmentation Mar 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available 