`Project & Excite' Modules for Segmentation of Volumetric Medical Scans Jun 11, 2019 Brain Segmentation Image Segmentation
Code Code Available PHiSeg: Capturing Uncertainty in Medical Image Segmentation Jun 7, 2019 Image Segmentation Medical Image Segmentation
Code Code Available Semantic Segmentation of Video Sequences with Convolutional LSTMs May 3, 2019 Decoder Image Segmentation
Code Code Available Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
Code Code Available Mumford-Shah Loss Functional for Image Segmentation with Deep Learning Apr 5, 2019 Deep Learning Image Segmentation
Code Code Available 'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Feb 4, 2019 Few-Shot Learning Image Segmentation
Code Code Available Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Jan 24, 2019 Domain Adaptation Image Segmentation
Code Code Available Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Jan 17, 2019 Image Segmentation Segmentation
Code Code Available Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation Jan 7, 2019 Deep Learning Image Segmentation
Code Code Available CC-Net: Image Complexity Guided Network Compression for Biomedical Image Segmentation Jan 6, 2019 Image Segmentation Segmentation
Code Code Available Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning Dec 26, 2018 image-classification Image Classification
Code Code Available Non-local U-Net for Biomedical Image Segmentation Dec 10, 2018 Brain Image Segmentation Decoder
Code Code Available Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Oct 25, 2018 Depth Estimation Depth Prediction
Code Code Available nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation Sep 27, 2018 Image Segmentation Medical Image Segmentation
Code Code Available Open Source Presentation Attack Detection Baseline for Iris Recognition Sep 26, 2018 Image Segmentation Iris Recognition
Code Code Available YouTube-VOS: Sequence-to-Sequence Video Object Segmentation Sep 3, 2018 Image Segmentation Object
Code Code Available UNet++: A Nested U-Net Architecture for Medical Image Segmentation Jul 18, 2018 Camouflaged Object Segmentation Image Segmentation
Code Code Available Sem-GAN: Semantically-Consistent Image-to-Image Translation Jul 12, 2018 Image Segmentation Image-to-Image Translation
Code Code Available Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning Apr 27, 2018 Image Segmentation Medical Image Segmentation
Code Code Available Attention U-Net: Learning Where to Look for the Pancreas Apr 11, 2018 Brain Tumor Segmentation Computational Efficiency
Code Code Available HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation Apr 9, 2018 Brain Segmentation image-classification
Code Code Available CompNet: Complementary Segmentation Network for Brain MRI Extraction Mar 27, 2018 Decoder Image Segmentation
Code Code Available Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks Mar 7, 2018 Brain Segmentation image-classification
Code Code Available Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Feb 7, 2018 Decoder Image Classification
Code Code Available TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation Jan 17, 2018 Image Segmentation Segmentation
Code Code Available MobileNetV2: Inverted Residuals and Linear Bottlenecks Jan 13, 2018 Image Classification Image Segmentation
Code Code Available BUSIS: A Benchmark for Breast Ultrasound Image Segmentation Jan 9, 2018 Image Segmentation Segmentation
Code Code Available Panoptic Segmentation Jan 3, 2018 Image Segmentation Instance Segmentation
Code Code Available W-Net: A Deep Model for Fully Unsupervised Image Segmentation Nov 22, 2017 Image Segmentation Segmentation
Code Code Available VisDA: The Visual Domain Adaptation Challenge Oct 18, 2017 Domain Adaptation General Classification
Code Code Available One-Shot Learning for Semantic Segmentation Sep 11, 2017 General Classification image-classification
Code Code Available Residual Conv-Deconv Grid Network for Semantic Segmentation Jul 25, 2017 Image Segmentation Segmentation
Code Code Available Rethinking Atrous Convolution for Semantic Image Segmentation Jun 17, 2017 2D Semantic Segmentation Dichotomous Image Segmentation
Code Code Available Clockwork Convnets for Video Semantic Segmentation Aug 11, 2016 Image Segmentation Scheduling
Code Code Available DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Jun 2, 2016 Image Segmentation Semantic Segmentation
Code Code Available SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Nov 2, 2015 Crowd Counting Decoder
Code Code Available Deep clustering: Discriminative embeddings for segmentation and separation Aug 18, 2015 Clustering Deep Clustering
Code Code Available Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Dec 22, 2014 GPU image-classification
Code Code Available Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials Oct 20, 2012 Image Segmentation Segmentation
Code Code Available DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Jul 17, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Unified Medical Image Segmentation with State Space Modeling Snake Jul 17, 2025 Image Segmentation Mamba
— Unverified A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight Computers Jul 14, 2025 Image Segmentation Segmentation
Code Code Available Prompt Engineering in Segment Anything Model: Methodologies, Applications, and Emerging Challenges Jul 13, 2025 Image Segmentation Prompt Engineering
— Unverified Admissibility of Stein Shrinkage for Batch Normalization in the Presence of Adversarial Attacks Jul 11, 2025 image-classification Image Classification
— Unverified HNOSeg-XS: Extremely Small Hartley Neural Operator for Efficient and Resolution-Robust 3D Image Segmentation Jul 10, 2025 GPU Image Segmentation
— Unverified Just Say Better or Worse: A Human-AI Collaborative Framework for Medical Image Segmentation Without Manual Annotations Jul 8, 2025 Image Segmentation Medical Image Segmentation
— Unverified OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts Jul 7, 2025 Image Segmentation Panoptic Segmentation
— Unverified Causal-SAM-LLM: Large Language Models as Causal Reasoners for Robust Medical Segmentation Jul 4, 2025 Anatomy Disentanglement
— Unverified Autoadaptive Medical Segment Anything Model Jul 2, 2025 Image Segmentation Medical Image Segmentation
Code Code Available Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays Jul 1, 2025 All Image Segmentation
— Unverified 