Cell Detection in Domain Shift Problem Using Pseudo-Cell-Position Heatmap Jul 19, 2021 Cell Detection Domain Adaptation
Code Code Available Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation Jul 13, 2021 Domain Adaptation Domain Generalization
— Unverified Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation Jul 12, 2021 3D Unsupervised Domain Adaptation Data Augmentation
Code Code Available EndoUDA: A modality independent segmentation approach for endoscopy imaging Jul 12, 2021 Domain Adaptation Segmentation
— Unverified Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning Jul 8, 2021 Data Poisoning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Small Bowel Segmentation using Disentangled Representation Jul 6, 2021 Disentanglement Domain Adaptation
— Unverified Memory-aware curriculum federated learning for breast cancer classification Jul 6, 2021 Breast Cancer Detection Cancer Classification
Code Code Available Learning Multiple Semantic Knowledge For Cross-Domain Unsupervised Vehicle Re-Identification Jul 5, 2021 Unsupervised Domain Adaptation
— Unverified MixStyle Neural Networks for Domain Generalization and Adaptation Jul 5, 2021 Data Augmentation Domain Adaptation
— Unverified Mitigating Uncertainty of Classifier for Unsupervised Domain Adaptation Jul 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified PoliTO-IIT Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition Jul 1, 2021 Action Recognition Domain Adaptation
— Unverified CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation Jun 30, 2021 Contrastive Learning Domain Adaptation
— Unverified Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization Jun 30, 2021 Contrastive Learning Domain Adaptation
— Unverified Cross-domain error minimization for unsupervised domain adaptation Jun 29, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation Jun 24, 2021 Domain Adaptation Neural Architecture Search
— Unverified Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis Jun 23, 2021 Domain Adaptation Image Generation
— Unverified Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation Jun 23, 2021 Domain Adaptation Image Segmentation
— Unverified Secure Domain Adaptation with Multiple Sources Jun 23, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Team PyKale (xy9) Submission to the EPIC-Kitchens 2021 Unsupervised Domain Adaptation Challenge for Action Recognition Jun 22, 2021 Action Recognition Domain Adaptation
— Unverified Enhanced Separable Disentanglement for Unsupervised Domain Adaptation Jun 22, 2021 Disentanglement Domain Adaptation
— Unverified f-Domain-Adversarial Learning: Theory and Algorithms Jun 21, 2021 Domain Adaptation Learning Theory
Code Code Available CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection Jun 21, 2021 Benchmarking Domain Adaptation
Code Code Available ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation Jun 21, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Uncertainty Reduction for Model Adaptation in Semantic Segmentation Jun 19, 2021 Domain Adaptation model
— Unverified Wasserstein Barycenter for Multi-Source Domain Adaptation Jun 19, 2021 Domain Adaptation Face Recognition
Code Code Available Transferable Query Selection for Active Domain Adaptation Jun 19, 2021 Active Learning Diversity
— Unverified Spatio-temporal Contrastive Domain Adaptation for Action Recognition Jun 19, 2021 Action Recognition Contrastive Learning
— Unverified On the Effectiveness of Poisoning against Unsupervised Domain Adaptation Jun 18, 2021 Data Poisoning Domain Adaptation
— Unverified Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation Jun 18, 2021 Contrastive Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization Jun 18, 2021 Domain Adaptation Multi-Task Learning
— Unverified EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021: Team M3EM Technical Report Jun 18, 2021 Action Recognition Domain Adaptation
— Unverified Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis Jun 17, 2021 Diagnostic Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Jun 16, 2021 Cardiac Segmentation Domain Adaptation
— Unverified Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification Jun 16, 2021 Classification Domain Adaptation
— Unverified Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation Jun 15, 2021 Domain Adaptation Heart Segmentation
— Unverified Hard Samples Rectification for Unsupervised Cross-domain Person Re-identification Jun 14, 2021 Clustering Person Re-Identification
— Unverified Self-training Guided Adversarial Domain Adaptation For Thermal Imagery Jun 14, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Graph Domain Adaptation: A Generative View Jun 14, 2021 Disentanglement Domain Adaptation
— Unverified Spectral Unsupervised Domain Adaptation for Visual Recognition Jun 11, 2021 Domain Adaptation image-classification
— Unverified AFAN: Augmented Feature Alignment Network for Cross-Domain Object Detection Jun 10, 2021 Domain Adaptation Image Generation
— Unverified Cross-domain Contrastive Learning for Unsupervised Domain Adaptation Jun 10, 2021 Clustering Contrastive Learning
Code Code Available AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation Jun 8, 2021 Clustering Domain Adaptation
Code Code Available Frustratingly Easy Uncertainty Estimation for Distribution Shift Jun 7, 2021 Domain Adaptation image-classification
— Unverified Multi-Target Domain Adaptation with Collaborative Consistency Learning Jun 7, 2021 Domain Adaptation Multi-target Domain Adaptation
— Unverified RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jun 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available Generalized Domain Adaptation Jun 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Why be adversarial? Let's cooperate!: Cooperative Dataset Alignment via JSD Upper Bound Jun 2, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation for Facial Expression Classifier via Domain Discrimination and Gradient Reversal Jun 2, 2021 Domain Adaptation Facial Expression Recognition
— Unverified 