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 CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation Oct 16, 2019 Decoder Diversity
Code Code Available FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Oct 16, 2019 Classification Domain Adaptation
Code Code Available Learning Generalisable Omni-Scale Representations for Person Re-Identification Oct 15, 2019 Domain Adaptation Person Re-Identification
Code Code Available Wasserstein Distance Guided Cross-Domain Learning Oct 14, 2019 Domain Adaptation
— Unverified Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning Oct 14, 2019 Domain Adaptation Image Retrieval
— Unverified Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces Oct 14, 2019 Domain Adaptation EEG
Code Code Available Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems Oct 13, 2019 Domain Adaptation Fault Detection
— Unverified The Role of Embedding Complexity in Domain-invariant Representations Oct 13, 2019 Domain Adaptation Sensitivity
Code Code Available Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation Oct 12, 2019 Domain Adaptation image-classification
Code Code Available Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels Oct 11, 2019 Bayesian Inference Domain Adaptation
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 Learning event representations for temporal segmentation of image sequences by dynamic graph embedding Oct 8, 2019 Domain Adaptation Dynamic graph embedding
— Unverified 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 ATL: Autonomous Knowledge Transfer from Many Streaming Processes Oct 8, 2019 Domain Adaptation Online Domain Adaptation
Code Code Available Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation Oct 7, 2019 Data Augmentation Diversity
— Unverified Domain Differential Adaptation for Neural Machine Translation Oct 7, 2019 Domain Adaptation Machine Translation
Code Code Available 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 Normalized Wasserstein for Mixture Distributions With Applications in Adversarial Learning and Domain Adaptation Oct 1, 2019 Clustering Domain Adaptation
— Unverified Unsupervised Graph Association for Person Re-Identification Oct 1, 2019 Domain Adaptation Person Re-Identification
Code Code Available 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 SSF-DAN: Separated Semantic Feature Based Domain Adaptation Network for Semantic Segmentation Oct 1, 2019 Domain Adaptation Segmentation
— Unverified Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation Network Oct 1, 2019 Domain Adaptation Face Recognition
— Unverified Batch Weight for Domain Adaptation With Mass Shift Oct 1, 2019 Domain Adaptation Image-to-Image Translation
— 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 Wasserstein-2 Generative Networks Sep 28, 2019 Domain Adaptation Style Transfer
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 Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Speaker Verification Sep 26, 2019 Action Detection Activity Detection
— Unverified Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection Sep 26, 2019 Dataset Generation Domain Adaptation
— Unverified Generalized Domain Adaptation with Covariate and Label Shift CO-ALignment Sep 25, 2019 Domain Adaptation Transfer Learning
— Unverified Wildly Unsupervised Domain Adaptation and Its Powerful and Efficient Solution Sep 25, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised domain adaptation with imputation Sep 25, 2019 Classification Domain Adaptation
— Unverified Domain-invariant Learning using Adaptive Filter Decomposition Sep 25, 2019 Domain Adaptation
— Unverified An Empirical and Comparative Analysis of Data Valuation with Scalable Algorithms Sep 25, 2019 Data Summarization Data Valuation
— Unverified Domain-Invariant Representations: A Look on Compression and Weights Sep 25, 2019 Domain Adaptation
— Unverified Multi-Step Decentralized Domain Adaptation Sep 25, 2019 Domain Adaptation Privacy Preserving
— Unverified Domain Adaptation via Low-Rank Basis Approximation Sep 25, 2019 Domain Adaptation
— Unverified Adapting to Label Shift with Bias-Corrected Calibration Sep 25, 2019 Diabetic Retinopathy Detection Domain Adaptation
— Unverified Transfer Alignment Network for Double Blind Unsupervised Domain Adaptation Sep 25, 2019 Domain Adaptation Transfer Learning
— Unverified Distribution Matching Prototypical Network for Unsupervised Domain Adaptation Sep 25, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified PROTOTYPE-ASSISTED ADVERSARIAL LEARNING FOR UNSUPERVISED DOMAIN ADAPTATION Sep 25, 2019 Domain Adaptation Object Recognition
— Unverified Hope For The Best But Prepare For The Worst: Cautious Adaptation In RL Agents Sep 25, 2019 Domain Adaptation Meta Reinforcement Learning
— Unverified Adversarial Inductive Transfer Learning with input and output space adaptation Sep 25, 2019 Domain Adaptation Multi-Task Learning
— Unverified 