Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis Oct 28, 2019 Domain Adaptation text-classification
Code Code Available Hierarchical Clustering with Hard-batch Triplet Loss for Person Re-identification Oct 27, 2019 Clustering Domain Adaptation
— Unverified Reducing Domain Gap by Reducing Style Bias Oct 25, 2019 Domain Adaptation Domain Generalization
Code Code Available Progressive Domain Adaptation for Object Detection Oct 24, 2019 Domain Adaptation Object
Code Code Available Cross-Lingual Vision-Language Navigation Oct 24, 2019 Domain Adaptation Navigate
Code Code Available Instance-Based Model Adaptation For Direct Speech Translation Oct 23, 2019 Domain Adaptation Speech-to-Text
— Unverified Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Oct 23, 2019 Domain Adaptation Image-to-Image Translation
— Unverified Class-imbalanced Domain Adaptation: An Empirical Odyssey Oct 23, 2019 Domain Adaptation Transfer Learning
— Unverified Gaze360: Physically Unconstrained Gaze Estimation in the Wild Oct 22, 2019 Domain Adaptation Gaze Estimation
Code Code Available Self-Supervised Sim-to-Real Adaptation for Visual Robotic Manipulation Oct 21, 2019 Deep Reinforcement Learning Domain Adaptation
— Unverified Learning GANs and Ensembles Using Discrepancy Oct 20, 2019 Domain Adaptation
— Unverified Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Adversarial Domain Adaptation Oct 18, 2019 Domain Adaptation Sentence
— Unverified Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration Oct 18, 2019 Domain Adaptation Image Registration
— Unverified Deep Weakly-Supervised Domain Adaptation for Pain Localization in Videos Oct 17, 2019 Diagnostic Domain Adaptation
— Unverified Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI Oct 17, 2019 Brain Computer Interface Domain Adaptation
Code Code Available Towards Resolving Propensity Contradiction in Offline Recommender Learning Oct 16, 2019 Domain Adaptation Selection bias
Code Code Available FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Oct 16, 2019 Classification Domain Adaptation
Code Code Available CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation Oct 16, 2019 Decoder Diversity
Code Code Available Wasserstein Distance Guided Cross-Domain Learning Oct 14, 2019 Domain Adaptation
— Unverified Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces Oct 14, 2019 Domain Adaptation EEG
Code Code Available Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning Oct 14, 2019 Domain Adaptation Image Retrieval
— Unverified The Role of Embedding Complexity in Domain-invariant Representations Oct 13, 2019 Domain Adaptation Sensitivity
Code Code Available Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems Oct 13, 2019 Domain Adaptation Fault Detection
— Unverified Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation Oct 12, 2019 Domain Adaptation image-classification
Code Code Available ErrorNet: Learning error representations from limited data to improve vascular segmentation Oct 10, 2019 Domain Adaptation Retinal Vessel Segmentation
— Unverified MixMatch Domain Adaptaion: Prize-winning solution for both tracks of VisDA 2019 challenge Oct 9, 2019 Domain Adaptation
Code Code Available Learning to Generalize One Sample at a Time with Self-Supervision Oct 9, 2019 Auxiliary Learning Domain Adaptation
— Unverified ATL: Autonomous Knowledge Transfer from Many Streaming Processes Oct 8, 2019 Domain Adaptation Online Domain Adaptation
Code Code Available Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019 Oct 8, 2019 Domain Adaptation Self-Learning
Code Code Available Learning event representations for temporal segmentation of image sequences by dynamic graph embedding Oct 8, 2019 Domain Adaptation Dynamic graph embedding
— Unverified Domain Differential Adaptation for Neural Machine Translation Oct 7, 2019 Domain Adaptation Machine Translation
Code Code Available Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation Oct 7, 2019 Data Augmentation Diversity
— Unverified A General Upper Bound for Unsupervised Domain Adaptation Oct 3, 2019 Domain Adaptation image-classification
— Unverified Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation Oct 2, 2019 Decoder Domain Adaptation
— Unverified SSF-DAN: Separated Semantic Feature Based Domain Adaptation Network for Semantic Segmentation Oct 1, 2019 Domain Adaptation Segmentation
— Unverified Unsupervised Graph Association for Person Re-Identification Oct 1, 2019 Domain Adaptation Person Re-Identification
Code Code Available Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation Network Oct 1, 2019 Domain Adaptation Face Recognition
— Unverified Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces Oct 1, 2019 Domain Adaptation Head Pose Estimation
— Unverified Batch Weight for Domain Adaptation With Mass Shift Oct 1, 2019 Domain Adaptation Image-to-Image Translation
— Unverified Normalized Wasserstein for Mixture Distributions With Applications in Adversarial Learning and Domain Adaptation Oct 1, 2019 Clustering Domain Adaptation
— Unverified Attention Bridging Network for Knowledge Transfer Oct 1, 2019 Domain Adaptation Domain Generalization
— Unverified Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Sep 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling Sep 30, 2019 Domain Adaptation Self-Supervised Learning
Code Code Available Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation Sep 26, 2019 Clustering Domain Adaptation
— Unverified Unsupervised Domain Adaptation through Self-Supervision Sep 26, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection Sep 26, 2019 Dataset Generation Domain Adaptation
— Unverified Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Speaker Verification Sep 26, 2019 Action Detection Activity Detection
— Unverified A Dictionary Approach to Domain-Invariant Learning in Deep Networks Sep 25, 2019 Domain Adaptation
— Unverified PROTOTYPE-ASSISTED ADVERSARIAL LEARNING FOR UNSUPERVISED DOMAIN ADAPTATION Sep 25, 2019 Domain Adaptation Object Recognition
— Unverified Adapting to Label Shift with Bias-Corrected Calibration Sep 25, 2019 Diabetic Retinopathy Detection Domain Adaptation
— Unverified 