Segmentation DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation 05 December 2021
Segmentation Masked-attention Mask Transformer for Universal Image Segmentation Masked-attention Mask Transformer for Universal Image Segmentation 04 December 2021
Segmentation TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation 04 December 2021
Transformer Code for A Volumetric Transformer for Accurate 3D Tumor Segmentation Code for A Volumetric Transformer for Accurate 3D Tumor Segmentation 03 December 2021
Segmentation M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images 03 December 2021
Distributed Amodal Segmentation through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model Amodal Segmentation through Out-of-Task andOut-of-Distribution Generalization with a Bayesian Model 01 December 2021
End-to-End End-to-End Referring Video Object Segmentation with Multimodal Transformers End-to-End Referring Video Object Segmentation with Multimodal Transformers 01 December 2021
Semantic Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation 28 November 2021
Segmentation Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation 28 November 2021
x-ray Numbering permanent and deciduous teeth via deep instance segmentation in panoramic X-rays Numbering permanent and deciduous teeth via deep instance segmentation in panoramic X-rays 27 November 2021
Cross-Platform Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight 27 November 2021
Computer Vision RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021) RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021) 26 November 2021
Segmentation PyTorch Connectomics: segmentation toolbox for EM connectomics PyTorch Connectomics: segmentation toolbox for EM connectomics 23 November 2021
Segmentation Knowledge Distillation Toolbox for Semantic Segmentation Knowledge Distillation Toolbox for Semantic Segmentation 23 November 2021
Point Cloud Point-Unet: A Context-Aware Point-Based Neural Network for Volumetric Segmentation Point-Unet: A Context-Aware Point-Based Neural Network for Volumetric Segmentation 20 November 2021
napari Napari plugin for iteratively improving 3D instance segmentation of cells Napari plugin for iteratively improving 3D instance segmentation of cells 20 November 2021
Segmentation Self-supervised Multi-modal Hybrid Fusion Network for Brain Tumor Segmentation Self-supervised Multi-modal Hybrid Fusion Network for Brain Tumor Segmentation 18 November 2021
Attention Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation 17 November 2021
Video Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation 17 November 2021
Real Time YolactEdge: Real-time Instance Segmentation on the Edge YolactEdge: Real-time Instance Segmentation on the Edge 16 November 2021
Unsupervised Dense Unsupervised Learning for Video Segmentation Dense Unsupervised Learning for Video Segmentation 13 November 2021
Segmentation Brain tumor segmentation using UNet Brain tumor segmentation using UNet 12 November 2021
Visualization Visual Boundary Knowledge Translation for Foreground Segmentation Visual Boundary Knowledge Translation for Foreground Segmentation 12 November 2021
Segmentation Flexible-CLmser: Regularized Feedback Connections for Biomedical Image Segmentation Flexible-CLmser: Regularized Feedback Connections for Biomedical Image Segmentation 12 November 2021
CNN Code for CMaskTrack R-CNN (proposed in Occluded Video Instance Segmentation) Code for CMaskTrack R-CNN (proposed in Occluded Video Instance Segmentation) 09 November 2021
Segmentation Specifically to tackle joint estimation of panoptic segmentation and depth prediction for autonomous driving datasets Specifically to tackle joint estimation of panoptic segmentation and depth prediction for autonomous driving datasets 08 November 2021
Segmentation K-Net: Towards Unified Image Segmentation K-Net: Towards Unified Image Segmentation 03 November 2021
Segmentation An official repo for our UVO Challenge solutions for Image/Video-based open-world segmentation An official repo for our UVO Challenge solutions for Image/Video-based open-world segmentation 03 November 2021
Segmentation Chunkmogrify: Real image inversion via Segments Chunkmogrify: Real image inversion via Segments 02 November 2021
Clean Architecture Implementation of UNET architecture for Image Segmentation Implementation of UNET architecture for Image Segmentation 28 October 2021
Segmentation Reimplementation of Dynamic Multi-scale filters for Semantic Segmentation Reimplementation of Dynamic Multi-scale filters for Semantic Segmentation 24 October 2021
PyTorch Learning Co-segmentation by Segment Swapping for Retrieval and Discovery Learning Co-segmentation by Segment Swapping for Retrieval and Discovery 22 October 2021
Detection Official PyTorch Implementation of Mask-aware IoU and maYOLACT Detector Official PyTorch Implementation of Mask-aware IoU and maYOLACT Detector 21 October 2021
Segmentation DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing 20 October 2021
Segmentation A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation 20 October 2021
Segmentation Copy Paste positive polyp using poisson image blending for medical image segmentation Copy Paste positive polyp using poisson image blending for medical image segmentation 19 October 2021
Segmentation A rule-based sentence boundary detection that works out-of-the-box A rule-based sentence boundary detection that works out-of-the-box 19 October 2021
Segmentation FAPIS: a Few-shot Anchor-free Part-based Instance Segmenter FAPIS: a Few-shot Anchor-free Part-based Instance Segmenter 17 October 2021
Transformer ASFormer: Transformer for Action Segmentation ASFormer: Transformer for Action Segmentation 17 October 2021
Segmentation A simple U-net implementation with mean teacher A simple U-net implementation with mean teacher 16 October 2021
Segmentation Exploring Cross-Image Pixel Contrast for Semantic Segmentation Exploring Cross-Image Pixel Contrast for Semantic Segmentation 15 October 2021
Segmentation The preprint Embedding-based Instance Segmentation of Microscopy Images The preprint Embedding-based Instance Segmentation of Microscopy Images 15 October 2021
Segmentation Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation 14 October 2021
Motion Learning to Segment Rigid Motions from Two Frames Learning to Segment Rigid Motions from Two Frames 14 October 2021
Segmentation Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation 13 October 2021
Remote LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation 13 October 2021
Transformer A Unified Efficient Pyramid Transformer for Semantic Segmentation A Unified Efficient Pyramid Transformer for Semantic Segmentation 13 October 2021
Dataset A large-scale dataset for label-free live cell segmentation A large-scale dataset for label-free live cell segmentation 13 October 2021