How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Dec 17, 2023 Image Segmentation Segmentation
Code Code Available Gradient-based Parameter Selection for Efficient Fine-Tuning Dec 15, 2023 image-classification Image Classification
Code Code Available Towards the Unification of Generative and Discriminative Visual Foundation Model: A Survey Dec 15, 2023 Image Generation Image Segmentation
— Unverified SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model Dec 15, 2023 Image Segmentation Medical Image Segmentation
— Unverified Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis Dec 15, 2023 Decoder Image Segmentation
— Unverified SegRap2023: A Benchmark of Organs-at-Risk and Gross Tumor Volume Segmentation for Radiotherapy Planning of Nasopharyngeal Carcinoma Dec 15, 2023 Computed Tomography (CT) Image Segmentation
Code Code Available MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Dec 14, 2023 Image Segmentation Lesion Segmentation
Code Code Available ReCoRe: Regularized Contrastive Representation Learning of World Model Dec 14, 2023 Contrastive Learning Denoising
— Unverified ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation Dec 13, 2023 General Knowledge Image Segmentation
— Unverified Advanced Image Segmentation Techniques for Neural Activity Detection via C-fos Immediate Early Gene Expression Dec 13, 2023 Action Detection Activity Detection
— Unverified Enhancing CT Image synthesis from multi-modal MRI data based on a multi-task neural network framework Dec 13, 2023 Image Generation Image Segmentation
— Unverified CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor Dec 12, 2023 Image Segmentation Segmentation
— Unverified MS-Twins: Multi-Scale Deep Self-Attention Networks for Medical Image Segmentation Dec 12, 2023 Classification Image Classification
— Unverified ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Dec 12, 2023 Image Segmentation Interactive Segmentation
Code Code Available Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation Dec 12, 2023 Image Segmentation Medical Image Segmentation
— Unverified Interfacing Foundation Models' Embeddings Dec 12, 2023 Decoder Image Segmentation
Code Code Available ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure Reconstruction Dec 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available A dynamic interactive learning framework for automated 3D medical image segmentation Dec 11, 2023 Image Registration Image Segmentation
— Unverified DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available Flexible visual prompts for in-context learning in computer vision Dec 11, 2023 Image Segmentation In-Context Learning
Code Code Available AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation Dec 11, 2023 Image Segmentation Medical Image Segmentation
— Unverified SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization Dec 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available SAR image segmentation algorithms based on I-divergence-TV model Dec 9, 2023 Image Segmentation Segmentation
— Unverified A global optimization SAR image segmentation model can be easily transformed to a general ROF denoising model Dec 8, 2023 Denoising global-optimization
— Unverified Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook Dec 8, 2023 Image Segmentation Segmentation
Code Code Available ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation Dec 8, 2023 Active Learning Domain Adaptation
— Unverified LSegDiff: A Latent Diffusion Model for Medical Image Segmentation Dec 7, 2023 Decoder Image Generation
— Unverified E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Dec 7, 2023 Brain Tumor Segmentation Image Segmentation
Code Code Available An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything Dec 7, 2023 Anomaly Detection Astronomy
— Unverified Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Dec 6, 2023 Domain Adaptation Image Segmentation
Code Code Available DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception Dec 6, 2023 Image Segmentation Medical Image Segmentation
— Unverified Graph Information Bottleneck for Remote Sensing Segmentation Dec 5, 2023 Change Detection Contrastive Learning
— Unverified Breast Cancer Detection Using Deep Learning Technique Based On Ultrasound Image Dec 4, 2023 Breast Cancer Detection Deep Learning
— Unverified MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation Dec 4, 2023 Image Segmentation Inductive Bias
Code Code Available ResEnsemble-DDPM: Residual Denoising Diffusion Probabilistic Models for Ensemble Learning Dec 4, 2023 Denoising Ensemble Learning
— Unverified SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution Dec 4, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Instance-guided Cartoon Editing with a Large-scale Dataset Dec 4, 2023 Image Segmentation Segmentation
— Unverified Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERT Dec 3, 2023 Caption Generation Decoder
Code Code Available Towards Generalizable Referring Image Segmentation via Target Prompt and Visual Coherence Dec 1, 2023 Image Segmentation Semantic Segmentation
— Unverified A Recent Survey of Vision Transformers for Medical Image Segmentation Dec 1, 2023 Image Segmentation Inductive Bias
— Unverified Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals Dec 1, 2023 Image Segmentation Language Modeling
— Unverified VREM-FL: Mobility-Aware Computation-Scheduling Co-Design for Vehicular Federated Learning Nov 30, 2023 Autonomous Driving Edge-computing
Code Code Available Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation Nov 30, 2023 Image Segmentation Medical Image Segmentation
Code Code Available A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Nov 30, 2023 Deep Learning Image Segmentation
Code Code Available Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images Nov 29, 2023 Cell Segmentation Image Segmentation
Code Code Available Synchronizing Vision and Language: Bidirectional Token-Masking AutoEncoder for Referring Image Segmentation Nov 29, 2023 Image Segmentation Semantic Segmentation
— Unverified CLiSA: A Hierarchical Hybrid Transformer Model using Orthogonal Cross Attention for Satellite Image Cloud Segmentation Nov 29, 2023 Cloud Detection Image Segmentation
— Unverified Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Nov 29, 2023 Image Segmentation Semantic Segmentation
Code Code Available Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Nov 29, 2023 Data Augmentation Image Segmentation
Code Code Available U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation Nov 29, 2023 Computational Efficiency Decoder
Code Code Available 