Adversarial Domain Adaptation for Cell Segmentation Jan 29, 2020 Cell Segmentation Domain Adaptation
— Unverified Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging Jan 28, 2020 Domain Adaptation
— Unverified Multi-Modal Domain Adaptation for Fine-Grained Action Recognition Jan 27, 2020 Action Recognition Domain Adaptation
Code Code Available A Primer on Domain Adaptation Jan 27, 2020 Domain Adaptation Selection bias
— Unverified Using Simulated Data to Generate Images of Climate Change Jan 26, 2020 Domain Adaptation
— Unverified Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Mover’s discrepancies Jan 25, 2020 Domain Adaptation Image Registration
— Unverified Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Jan 25, 2020 Domain Adaptation Image Segmentation
— Unverified Data Techniques For Online End-to-end Speech Recognition Jan 24, 2020 Data Augmentation Domain Adaptation
— Unverified Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Jan 23, 2020 Direct Transfer Person Re-identification Domain Adaptation
Code Code Available Navigation-Based Candidate Expansion and Pretrained Language Models for Citation Recommendation Jan 23, 2020 Citation Recommendation Domain Adaptation
— Unverified Learning to adapt class-specific features across domains for semantic segmentation Jan 22, 2020 Domain Adaptation Segmentation
Code Code Available Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift Jan 22, 2020 Domain Adaptation General Classification
Code Code Available A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation Jan 22, 2020 Domain Adaptation Language Modeling
Code Code Available Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects Jan 21, 2020 Decision Making Domain Adaptation
— Unverified Continual Learning for Domain Adaptation in Chest X-ray Classification Jan 16, 2020 Classification Continual Learning
— Unverified Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results Jan 16, 2020 Domain Adaptation Federated Learning
Code Code Available A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts Jan 15, 2020 Aggression Identification Cross-Lingual Transfer
— Unverified A Sample Selection Approach for Universal Domain Adaptation Jan 14, 2020 Diversity Domain Adaptation
— Unverified Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis Jan 14, 2020 Clustering Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment Jan 14, 2020 Autonomous Vehicles Domain Adaptation
— Unverified Domain Adaption for Knowledge Tracing Jan 14, 2020 Domain Adaptation Knowledge Tracing
— Unverified Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Jan 13, 2020 Classification Domain Adaptation
— Unverified Incremental Unsupervised Domain-Adversarial Training of Neural Networks Jan 13, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptive Bootstrap Aggregating Jan 12, 2020 Domain Adaptation Medical Diagnosis
— Unverified Multi-source Domain Adaptation for Visual Sentiment Classification Jan 12, 2020 Classification Domain Adaptation
— Unverified Generative Pseudo-label Refinement for Unsupervised Domain Adaptation Jan 9, 2020 Domain Adaptation Pseudo Label
Code Code Available CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Jan 9, 2020 Data Augmentation Domain Adaptation
— Unverified Virtual to Real adaptation of Pedestrian Detectors Jan 9, 2020 Domain Adaptation object-detection
— Unverified Quantum subspace alignment for domain adaptation Jan 8, 2020 Domain Adaptation
Code Code Available Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis Jan 7, 2020 Domain Adaptation Fault Diagnosis
Code Code Available Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition Jan 6, 2020 Decoder Domain Adaptation
— Unverified Adversarial-Learned Loss for Domain Adaptation Jan 4, 2020 Domain Adaptation Pseudo Label
Code Code Available Improve Unsupervised Domain Adaptation with Mixup Training Jan 3, 2020 Activity Recognition Domain Adaptation
— Unverified Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks Jan 2, 2020 Autonomous Driving Deep Attention
— Unverified The Role of Linguistic Features in Domain Adaptation: TAG Parsing of Questions Jan 1, 2020 Domain Adaptation TAG
— Unverified Label-Noise Robust Domain Adaptation Jan 1, 2020 Denoising Domain Adaptation
— Unverified Margin-aware Adversarial Domain Adaptation with Optimal Transport Jan 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Understanding and Estimating the Adaptability of Domain-Invariant Representations Jan 1, 2020 Domain Adaptation Model Selection
— Unverified Low-Budget Label Query through Domain Alignment Enforcement Jan 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Dual Adversarial Domain Adaptation Jan 1, 2020 2k Domain Adaptation
Code Code Available Characteristic Regularisation for Super-Resolving Face Images Dec 30, 2019 Domain Adaptation Image Super-Resolution
— Unverified HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Dec 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation Dec 26, 2019 Benchmarking Domain Adaptation
Code Code Available A simple baseline for domain adaptation using rotation prediction Dec 26, 2019 Domain Adaptation Self-Supervised Learning
— Unverified Domain Adaptation Regularization for Spectral Pruning Dec 26, 2019 Domain Adaptation Model Compression
— Unverified Neural Subgraph Isomorphism Counting Dec 25, 2019 Domain Adaptation Graph Learning
Code Code Available Leveraging Lead Bias for Zero-shot Abstractive News Summarization Dec 25, 2019 Articles Domain Adaptation
— Unverified Importance Filtered Cross-Domain Adaptation Dec 24, 2019 Domain Adaptation Object Recognition
— Unverified Unsupervised Scene Adaptation with Memory Regularization in vivo Dec 24, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Learning Transferable Features for Speech Emotion Recognition Dec 23, 2019 Domain Adaptation Emotional Intelligence
— Unverified 