Transferrable Prototypical Networks for Unsupervised Domain Adaptation Apr 25, 2019 Domain Adaptation Pseudo Label
— Unverified Exploring Object Relation in Mean Teacher for Cross-Domain Detection Apr 25, 2019 Domain Adaptation Relation
Code Code Available Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene Classification Apr 24, 2019 Acoustic Scene Classification Classification
Code Code Available Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting Apr 23, 2019 Domain Generalization Generalizable Person Re-identification
— Unverified UniSent: Universal Adaptable Sentiment Lexica for 1000+ Languages Apr 21, 2019 Domain Adaptation Sentiment Analysis
— Unverified Automatic adaptation of object detectors to new domains using self-training Apr 15, 2019 Domain Adaptation Knowledge Distillation
Code Code Available Towards Self-similarity Consistency and Feature Discrimination for Unsupervised Domain Adaptation Apr 13, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain-Symmetric Networks for Adversarial Domain Adaptation Apr 9, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Multispectral Pedestrian Detection Apr 7, 2019 Autonomous Driving Domain Adaptation
— Unverified A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification Apr 6, 2019 Domain Adaptation Person Re-Identification
— Unverified Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling Apr 4, 2019 Domain Adaptation Language Modeling
Code Code Available DADA: Depth-aware Domain Adaptation in Semantic Segmentation Apr 3, 2019 Domain Adaptation Image-to-Image Translation
Code Code Available Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Apr 3, 2019 Domain Adaptation Domain Adaptive Person Re-Identification
Code Code Available Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation Apr 1, 2019 Domain Adaptation image-classification
— Unverified All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation Mar 26, 2019 All Domain Adaptation
Code Code Available Accelerating Deep Unsupervised Domain Adaptation with Transfer Channel Pruning Mar 25, 2019 Domain Adaptation Transfer Learning
— Unverified Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation Mar 25, 2019 Domain Adaptation Transfer Learning
Code Code Available Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition Mar 25, 2019 Domain Adaptation domain classification
Code Code Available Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Mar 24, 2019 Clustering Domain Adaptation
Code Code Available Few-shot Adaptive Faster R-CNN Mar 22, 2019 Domain Adaptation object-detection
— Unverified Domain adaptation for holistic skin detection Mar 16, 2019 Domain Adaptation Transfer Learning
— Unverified Learning Condensed and Aligned Features for Unsupervised Domain Adaptation Using Label Propagation Mar 12, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Mar 10, 2019 Domain Adaptation General Classification
Code Code Available Support and Invertibility in Domain-Invariant Representations Mar 8, 2019 Domain Adaptation Generalization Bounds
— Unverified Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss Mar 7, 2019 Domain Adaptation General Classification
Code Code Available Unsupervised Domain Adaptation Learning Algorithm for RGB-D Staircase Recognition Mar 4, 2019 Domain Adaptation General Classification
— Unverified Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Feb 23, 2019 Domain Adaptation Gaussian Processes
Code Code Available Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Feb 20, 2019 Domain Adaptation Segmentation
— Unverified Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks Feb 17, 2019 Decoder Domain Adaptation
— Unverified Learning to see across Domains and Modalities Feb 13, 2019 Domain Adaptation image-classification
— Unverified Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jan 30, 2019 Binary Classification Classification
— Unverified On Learning Invariant Representation for Domain Adaptation Jan 27, 2019 Domain Adaptation Representation Learning
Code Code Available Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Jan 16, 2019 Domain Adaptation General Classification
Code Code Available A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
Code Code Available DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification Dec 30, 2018 Classification Domain Adaptation
— Unverified The CORAL+ Algorithm for Unsupervised Domain Adaptation of PLDA Dec 26, 2018 Domain Adaptation Speaker Recognition
— Unverified TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Dec 18, 2018 Domain Adaptation General Classification
— Unverified Strong-Weak Distribution Alignment for Adaptive Object Detection Dec 12, 2018 Object object-detection
Code Code Available Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Dec 11, 2018 Domain Adaptation Segmentation
Code Code Available Disjoint Label Space Transfer Learning with Common Factorised Space Dec 6, 2018 Domain Adaptation Transfer Learning
— Unverified A Survey of Unsupervised Deep Domain Adaptation Dec 6, 2018 Domain Adaptation Survey
Code Code Available Moment Matching for Multi-Source Domain Adaptation Dec 4, 2018 Benchmarking Domain Adaptation
Code Code Available Domain Alignment with Triplets Dec 3, 2018 Domain Adaptation Triplet
— Unverified Unsupervised Domain Adaptation using Generative Models and Self-ensembling Dec 2, 2018 Data Augmentation Domain Adaptation
— Unverified Universal Semi-Supervised Semantic Segmentation Nov 26, 2018 Domain Adaptation Segmentation
Code Code Available Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification Nov 26, 2018 Clustering Domain Adaptation
Code Code Available Robustness against the channel effect in pathological voice detection Nov 26, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Progressive Feature Alignment for Unsupervised Domain Adaptation Nov 21, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation Nov 19, 2018 Domain Adaptation Partial Domain Adaptation
Code Code Available Deep Discriminative Learning for Unsupervised Domain Adaptation Nov 17, 2018 Domain Adaptation General Classification
— Unverified 