Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available Grounding Linguistic Commands to Navigable Regions Dec 24, 2021 Autonomous Vehicles Image Segmentation
Code Code Available Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data Dec 23, 2021 Image Segmentation Segmentation
Code Code Available A Random Point Initialization Approach to Image Segmentation with Variational Level-sets Dec 23, 2021 Image Segmentation Object
— Unverified On the relationship between calibrated predictors and unbiased volume estimation Dec 23, 2021 Active Learning Image Segmentation
Code Code Available Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation Dec 22, 2021 Image Segmentation Medical Image Segmentation
— Unverified MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context Dec 22, 2021 Decoder Image Segmentation
Code Code Available Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Dec 22, 2021 Image Segmentation Segmentation
Code Code Available Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization Dec 21, 2021 Domain Adaptation Domain Generalization
Code Code Available Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation Dec 21, 2021 Decoder Image Segmentation
— Unverified iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images Dec 21, 2021 Decoder Image Segmentation
Code Code Available HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet Dec 20, 2021 Image Segmentation Medical Image Segmentation
— Unverified Mask2Former for Video Instance Segmentation Dec 20, 2021 Image Segmentation Instance Segmentation
Code Code Available Anisotropic mesh adaptation for region-based segmentation accounting for image spatial information Dec 19, 2021 Image Segmentation Semantic Segmentation
— Unverified TECM: Transfer Learning-based Evidential C-Means Clustering Dec 19, 2021 Clustering Image Segmentation
— Unverified QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results Dec 19, 2021 Benchmarking Brain Tumor Segmentation
Code Code Available Image Segmentation Using Text and Image Prompts Dec 18, 2021 Decoder Image Segmentation
Code Code Available Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation Dec 17, 2021 Image Segmentation Medical Image Segmentation
— Unverified Two-Parameter CFAR Ship Detection Algorithm Based on Rayleigh Distribution in SAR Images Dec 16, 2021 2D Object Detection Image Segmentation
Code Code Available Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation Dec 16, 2021 Image Segmentation Image-to-Image Translation
Code Code Available Structure-Aware Image Segmentation with Homotopy Warping Dec 15, 2021 Image Segmentation Segmentation
— Unverified EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation Dec 14, 2021 Denoising image-classification
— Unverified Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI Dec 13, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels Dec 13, 2021 Ensemble Learning Image Segmentation
Code Code Available Optimizing Edge Detection for Image Segmentation with Multicut Penalties Dec 10, 2021 Edge Detection Image Segmentation
— Unverified Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer Dec 9, 2021 Image Segmentation Medical Image Segmentation
— Unverified Shortest Paths in Graphs with Matrix-Valued Edges: Concepts, Algorithm and Application to 3D Multi-Shape Analysis Dec 8, 2021 Image Segmentation Semantic Segmentation
Code Code Available BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models Dec 7, 2021 Image Segmentation Self-Supervised Learning
Code Code Available Automatic quality control framework for more reliable integration of machine learning-based image segmentation into medical workflows Dec 6, 2021 Brain Image Segmentation Diagnostic
— Unverified Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey Dec 6, 2021 Domain Adaptation Domain Generalization
— Unverified Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples Dec 6, 2021 Image Segmentation Segmentation
— Unverified Diffusion Models for Implicit Image Segmentation Ensembles Dec 6, 2021 Brain Tumor Segmentation Image Segmentation
Code Code Available Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation Dec 5, 2021 Brain Tumor Segmentation Image Segmentation
— Unverified LAVT: Language-Aware Vision Transformer for Referring Image Segmentation Dec 4, 2021 Decoder Generalized Referring Expression Segmentation
Code Code Available Hybrid Instance-aware Temporal Fusion for Online Video Instance Segmentation Dec 3, 2021 Image Segmentation Instance Segmentation
— Unverified Masked-attention Mask Transformer for Universal Image Segmentation Dec 2, 2021 2D Semantic Segmentation Image Segmentation
Code Code Available SegDiff: Image Segmentation with Diffusion Probabilistic Models Dec 1, 2021 Decoder Image Generation
Code Code Available Coupled Segmentation and Edge Learning via Dynamic Graph Propagation Dec 1, 2021 Edge Detection Image Segmentation
— Unverified CRIS: CLIP-Driven Referring Image Segmentation Nov 30, 2021 Contrastive Learning Decoder
Code Code Available Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks Nov 29, 2021 Clustering Hyperspectral Image Segmentation
— Unverified Image Segmentation to Identify Safe Landing Zones for Unmanned Aerial Vehicles Nov 29, 2021 Image Segmentation Semantic Segmentation
— Unverified High Quality Segmentation for Ultra High-resolution Images Nov 29, 2021 4k Image Segmentation
— Unverified Schema matching using Gaussian mixture models with Wasserstein distance Nov 28, 2021 Clustering Image Segmentation
— Unverified Sparse Subspace Clustering Friendly Deep Dictionary Learning for Hyperspectral Image Classification Nov 27, 2021 Clustering Dictionary Learning
— Unverified Label Assistant: A Workflow for Assisted Data Annotation in Image Segmentation Tasks Nov 27, 2021 Image Segmentation Semantic Segmentation
— Unverified Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessor Nov 26, 2021 3D Reconstruction Image Segmentation
Code Code Available Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation Nov 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Application of deep learning to camera trap data for ecologists in planning / engineering -- Can captivity imagery train a model which generalises to the wild? Nov 24, 2021 image-classification Image Classification
— Unverified Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation Nov 23, 2021 Image Segmentation Medical Image Segmentation
— Unverified 