DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Dec 2, 2021 Image-text matching Instance Segmentation
Code Code Available Deformable ConvNets v2: More Deformable, Better Results Nov 27, 2018 Instance Segmentation Object
Code Code Available Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation Jan 2, 2023 Caption Generation Instance Segmentation
Code Code Available Dense Contrastive Learning for Self-Supervised Visual Pre-Training Nov 18, 2020 Contrastive Learning image-classification
Code Code Available A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation Apr 21, 2021 Instance Segmentation Object Detection
Code Code Available Detect, consolidate, delineate: scalable mapping of field boundaries using satellite images Jun 4, 2021 Instance Segmentation Semantic Segmentation
Code Code Available A Survey of Self-Supervised and Few-Shot Object Detection Oct 27, 2021 Few-Shot Object Detection Instance Segmentation
Code Code Available A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities May 30, 2019 Diversity Inductive Bias
Code Code Available BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning May 12, 2018 Autonomous Driving Diversity
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 Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers Mar 23, 2021 Amodal Instance Segmentation Boundary Detection
Code Code Available Asymmetric Patch Sampling for Contrastive Learning Jun 5, 2023 Contrastive Learning Instance Segmentation
Code Code Available Benchmarking Self-Supervised Learning on Diverse Pathology Datasets Dec 9, 2022 Benchmarking Classification
Code Code Available Deep Semi-supervised Knowledge Distillation for Overlapping Cervical Cell Instance Segmentation Jul 21, 2020 Instance Segmentation Knowledge Distillation
Code Code Available Deep Structured Instance Graph for Distilling Object Detectors Sep 27, 2021 Instance Segmentation Knowledge Distillation
Code Code Available 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation Mar 17, 2020 General Classification Instance Segmentation
Code Code Available BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation Jan 2, 2020 GPU Instance Segmentation
Code Code Available Distilling Knowledge via Knowledge Review Apr 19, 2021 Instance Segmentation Knowledge Distillation
Code Code Available Deep Learning based Food Instance Segmentation using Synthetic Data Jul 15, 2021 Deep Learning Instance Segmentation
Code Code Available Attention-Based Transformers for Instance Segmentation of Cells in Microstructures Nov 19, 2020 Cell Detection Cell Segmentation
Code Code Available Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 Nov 12, 2021 Deep Learning Instance Segmentation
Code Code Available Deep Variational Instance Segmentation Jul 22, 2020 Instance Segmentation Segmentation
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 Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation Jul 23, 2023 Instance Segmentation Object
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 DropLoss for Long-Tail Instance Segmentation Apr 13, 2021 Instance Segmentation object-detection
Code Code Available DVIS: Decoupled Video Instance Segmentation Framework Jun 6, 2023 Autonomous Driving GPU
Code Code Available AugmenTory: A Fast and Flexible Polygon Augmentation Library May 7, 2024 Data Augmentation Instance Segmentation
Code Code Available DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution Nov 26, 2020 3D Instance Segmentation Instance Segmentation
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 D2Det: Towards High Quality Object Detection and Instance Segmentation Jun 1, 2020 Instance Segmentation Object
Code Code Available AggMask: Exploring locally aggregated learning of mask representations for instance segmentation Jan 1, 2021 Instance Segmentation Segmentation
Code Code Available EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation Apr 27, 2023 Domain Adaptation Instance Segmentation
Code Code Available CTVIS: Consistent Training for Online Video Instance Segmentation Jul 24, 2023 Instance Segmentation Semantic Segmentation
Code Code Available CycleMLP: A MLP-like Architecture for Dense Prediction Jul 21, 2021 Image Classification Instance Segmentation
Code Code Available Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds Mar 11, 2020 Instance Segmentation Multi-Task Learning
Code Code Available Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments Jul 10, 2022 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 A Robust Feature Downsampling Module for Remote Sensing Visual Tasks Jun 1, 2023 image-classification Image Classification
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 CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images Jan 2, 2021 Instance Segmentation Segmentation
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