Discriminative Noise Robust Sparse Orthogonal Label Regression-based Domain Adaptation Jan 9, 2021 Domain Adaptation regression
— Unverified Unsupervised Domain Adaptation of Black-Box Source Models Jan 8, 2021 Domain Adaptation Learning with noisy labels
Code Code Available Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation Jan 7, 2021 Cardiac Segmentation Domain Adaptation
Code Code Available Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation Jan 6, 2021 Domain Adaptation Partial Domain Adaptation
— Unverified Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation Jan 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain-aware Neural Language Models for Speech Recognition Jan 5, 2021 Domain Adaptation domain classification
— Unverified Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation Jan 5, 2021 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Learn by Guessing: Multi-Step Pseudo-Label Refinement for Person Re-Identification Jan 4, 2021 Clustering Domain Adaptation
— Unverified Style Normalization and Restitution for Domain Generalization and Adaptation Jan 3, 2021 Disentanglement Domain Adaptation
Code Code Available Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation Jan 3, 2021 Domain Adaptation Music Source Separation
— Unverified The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation Jan 2, 2021 Decoder Domain Adaptation
— Unverified Domain Adaptation for the Segmentation of Confidential Medical Images Jan 2, 2021 Domain Adaptation Image Segmentation
Code Code Available Active Universal Domain Adaptation Jan 1, 2021 Active Learning Domain Adaptation
— Unverified Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation Jan 1, 2021 Domain Adaptation Domain Generalization
— Unverified Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective Jan 1, 2021 Domain Adaptation Image-to-Image Translation
— Unverified Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection Jan 1, 2021 Domain Adaptation Graph Learning
— Unverified CDS: Cross-Domain Self-Supervised Pre-Training Jan 1, 2021 Domain Adaptation Transfer Learning
— Unverified Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Self-Supervised Vessel Segmentation via Adversarial Learning Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images Jan 1, 2021 Domain Adaptation Self-Supervised Learning
— Unverified STEM: An Approach to Multi-Source Domain Adaptation With Guarantees Jan 1, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Collaborative Learning With Disentangled Features for Zero-Shot Domain Adaptation Jan 1, 2021 Domain Adaptation
— Unverified Knowledge Mining and Transferring for Domain Adaptive Object Detection Jan 1, 2021 Attribute Domain Adaptation
Code Code Available BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator Jan 1, 2021 Domain Adaptation
— Unverified Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation Jan 1, 2021 Domain Adaptation Pseudo Label
— Unverified Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds Jan 1, 2021 Domain Adaptation Point Cloud Classification
Code Code Available Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images Jan 1, 2021 Domain Adaptation Segmentation
— Unverified Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions Jan 1, 2021 3D Pose Estimation counterfactual
— Unverified Adaptive Adversarial Network for Source-Free Domain Adaptation Jan 1, 2021 Domain Adaptation Source-Free Domain Adaptation
— Unverified S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis Jan 1, 2021 Domain Adaptation Medical Diagnosis
— Unverified Energy-constrained Self-training for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation image-classification
— Unverified B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-Learning Jan 1, 2021 Domain Adaptation Meta-Learning
Code Code Available Learn2Weight: Weights Transfer Defense against Similar-domain Adversarial Attacks Jan 1, 2021 Adversarial Attack Domain Adaptation
— Unverified Mirror Sample Based Distribution Alignment for Unsupervised Domain Adaption Jan 1, 2021 Domain Adaptation Learning Theory
— Unverified Sample Balancing for Improving Generalization under Distribution Shifts Jan 1, 2021 Domain Adaptation Object Recognition
— Unverified Cross-Modal Domain Adaptation for Reinforcement Learning Jan 1, 2021 Domain Adaptation MuJoCo
Code Code Available Neighbor Class Consistency on Unsupervised Domain Adaptation Jan 1, 2021 Clustering Domain Adaptation
— Unverified Collaborative Normalization for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified A Simple Unified Information Regularization Framework for Multi-Source Domain Adaptation Jan 1, 2021 Computational Efficiency Domain Adaptation
— Unverified Unsupervised Domain Adaptation via Minimized Joint Error Jan 1, 2021 Domain Adaptation image-classification
— Unverified Multi-EPL: Accurate Multi-source Domain Adaptation Jan 1, 2021 Domain Adaptation
— Unverified Disentangling style and content for low resource video domain adaptation: a case study on keystroke inference attacks Jan 1, 2021 BIG-bench Machine Learning Data Augmentation
— Unverified Disentangled cyclic reconstruction for domain adaptation Jan 1, 2021 Disentanglement Domain Adaptation
— Unverified Learning Robust Models by Countering Spurious Correlations Jan 1, 2021 Domain Adaptation
— Unverified Counterfactual Self-Training Jan 1, 2021 counterfactual Domain Adaptation
— Unverified Learning to Generate the Unknowns for Open-set Domain Adaptation Jan 1, 2021 Domain Adaptation
— Unverified EMTL: A Generative Domain Adaptation Approach Jan 1, 2021 Density Estimation Domain Adaptation
— Unverified 