Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Jan 18, 2021 Domain Adaptation Image Segmentation
— Unverified Magnification Generalization for Histopathology Image Embedding Jan 18, 2021 Breast Cancer Histology Image Classification Classification Of Breast Cancer Histology Images
Code Code Available Model Compression for Domain Adaptation through Causal Effect Estimation Jan 18, 2021 Domain Adaptation Model Compression
Code Code Available Studying Catastrophic Forgetting in Neural Ranking Models Jan 18, 2021 Domain Adaptation Lifelong learning
Code Code Available Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains Jan 18, 2021 Domain Adaptation image-classification
— Unverified Adversarial Attacks On Multi-Agent Communication Jan 17, 2021 Domain Adaptation
— Unverified Motion-Based Handwriting Recognition and Word Reconstruction Jan 15, 2021 Domain Adaptation Handwriting Recognition
Code Code Available Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Jan 15, 2021 Adversarial Robustness Continual Learning
— Unverified Predictive Optimization with Zero-Shot Domain Adaptation Jan 15, 2021 Domain Adaptation Prediction
— Unverified DAIL: Dataset-Aware and Invariant Learning for Face Recognition Jan 14, 2021 Domain Adaptation Face Recognition
— Unverified Adversarial Sample Enhanced Domain Adaptation: A Case Study on Predictive Modeling with Electronic Health Records Jan 13, 2021 Data Augmentation Domain Adaptation
— Unverified Learning to Ignore: Fair and Task Independent Representations Jan 11, 2021 Attribute Domain Adaptation
— Unverified 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 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 Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation Jan 5, 2021 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Domain-aware Neural Language Models for Speech Recognition Jan 5, 2021 Domain Adaptation domain classification
— Unverified Learn by Guessing: Multi-Step Pseudo-Label Refinement for Person Re-Identification Jan 4, 2021 Clustering Domain Adaptation
— Unverified 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 B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-Learning Jan 1, 2021 Domain Adaptation Meta-Learning
Code Code Available Mirror Sample Based Distribution Alignment for Unsupervised Domain Adaption Jan 1, 2021 Domain Adaptation Learning Theory
— Unverified Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions Jan 1, 2021 3D Pose Estimation counterfactual
— Unverified Domain Adaptation via Anaomaly Detection Jan 1, 2021 Anomaly Detection Domain Adaptation
— Unverified Transferable Feature Learning on Graphs Across Visual Domains Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Dual Adversarial Training for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object Detection Jan 1, 2021 Domain Adaptation Graph Learning
— Unverified Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective Jan 1, 2021 Domain Adaptation Image-to-Image Translation
— Unverified Learning a Max-Margin Classifier for Cross-Domain Sentiment Analysis Jan 1, 2021 Domain Adaptation Marketing
— Unverified A Simple Unified Information Regularization Framework for Multi-Source Domain Adaptation Jan 1, 2021 Computational Efficiency Domain Adaptation
— Unverified Active Universal Domain Adaptation Jan 1, 2021 Active Learning Domain Adaptation
— Unverified Learning to Generate the Unknowns for Open-set Domain Adaptation Jan 1, 2021 Domain Adaptation
— Unverified Learn2Weight: Weights Transfer Defense against Similar-domain Adversarial Attacks Jan 1, 2021 Adversarial Attack Domain Adaptation
— Unverified Unified Principles For Multi-Source Transfer Learning Under Label Shifts Jan 1, 2021 Domain Adaptation Transfer Learning
— Unverified EMTL: A Generative Domain Adaptation Approach Jan 1, 2021 Density Estimation Domain Adaptation
— Unverified Energy-constrained Self-training for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation image-classification
— Unverified Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images Jan 1, 2021 Domain Adaptation Self-Supervised Learning
— Unverified Multi-EPL: Accurate Multi-source Domain Adaptation Jan 1, 2021 Domain Adaptation
— Unverified Neighbor Class Consistency on Unsupervised Domain Adaptation Jan 1, 2021 Clustering Domain Adaptation
— Unverified Pair-based Self-Distillation for Semi-supervised Domain Adaptation Jan 1, 2021 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images Jan 1, 2021 Domain Adaptation Segmentation
— Unverified Adaptive Adversarial Network for Source-Free Domain Adaptation Jan 1, 2021 Domain Adaptation Source-Free Domain Adaptation
— Unverified CDS: Cross-Domain Self-Supervised Pre-Training Jan 1, 2021 Domain Adaptation Transfer Learning
— Unverified Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator Jan 1, 2021 Domain Adaptation
— Unverified STEM: An Approach to Multi-Source Domain Adaptation With Guarantees Jan 1, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Counterfactual Self-Training Jan 1, 2021 counterfactual Domain Adaptation
— Unverified Uncertainty-Aware Pseudo Label Refinery for Domain Adaptive Semantic Segmentation Jan 1, 2021 Domain Adaptation Pseudo Label
— Unverified Scaling Unsupervised Domain Adaptation through Optimal Collaborator Selection and Lazy Discriminator Synchronization Jan 1, 2021 Domain Adaptation Privacy Preserving
— Unverified 