Domain Adaptation of Neural Machine Translation by Lexicon Induction Jun 2, 2019 Domain Adaptation Machine Translation
Code Code Available Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 Domain Adaptation Domain Generalization
Code Code Available Temporal Attentive Alignment for Video Domain Adaptation May 26, 2019 Domain Adaptation
Code Code Available Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
Code Code Available Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation Apr 16, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Semi-supervised Domain Adaptation via Minimax Entropy Apr 13, 2019 Domain Adaptation MME
Code Code Available Bridging Theory and Algorithm for Domain Adaptation Apr 11, 2019 Domain Adaptation Generalization Bounds
Code Code Available Learning to Transfer Examples for Partial Domain Adaptation Mar 28, 2019 Domain Adaptation Partial Domain Adaptation
Code Code Available AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Mar 17, 2019 Domain Adaptation
Code Code Available Normalized Wasserstein Distance for Mixture Distributions with Applications in Adversarial Learning and Domain Adaptation Feb 1, 2019 Clustering Domain Adaptation
Code Code Available Agnostic Federated Learning Feb 1, 2019 Cloud Computing Domain Adaptation
Code Code Available Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Jan 24, 2019 Domain Adaptation Image Segmentation
Code Code Available Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation Jan 21, 2019 Diabetic Retinopathy Detection Domain Adaptation
Code Code Available Domain Adaptation for sEMG-based Gesture Recognition with Recurrent Neural Networks Jan 21, 2019 Domain Adaptation EMG Gesture Recognition
Code Code Available Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Jan 5, 2019 Domain Adaptation Scene Understanding
Code Code Available Contrastive Adaptation Network for Unsupervised Domain Adaptation Jan 4, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available On Minimum Discrepancy Estimation for Deep Domain Adaptation Jan 2, 2019 Domain Adaptation General Classification
Code Code Available A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Dec 24, 2018 Autonomous Driving Domain Adaptation
Code Code Available Regularized Wasserstein Means for Aligning Distributional Data Dec 2, 2018 Domain Adaptation
Code Code Available Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network Dec 1, 2018 Domain Adaptation Face Recognition
Code Code Available ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Nov 30, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available Multi-Adversarial Domain Adaptation Sep 4, 2018 Domain Adaptation
Code Code Available Diverse Image-to-Image Translation via Disentangled Representations Aug 2, 2018 Attribute Diversity
Code Code Available Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Jul 25, 2018 All-day Semantic Segmentation Domain Adaptation
Code Code Available Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition Jul 13, 2018 Domain Adaptation Iris Recognition
Code Code Available Variational Wasserstein Clustering Jun 23, 2018 Clustering Domain Adaptation
Code Code Available The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
Code Code Available Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer Jun 1, 2018 Depth Estimation Domain Adaptation
Code Code Available BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning May 12, 2018 Autonomous Driving Diversity
Code Code Available Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation Mar 30, 2018 Domain Adaptation object-detection
Code Code Available DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures Mar 22, 2018 Anatomical Landmark Detection BIG-bench Machine Learning
Code Code Available Domain Adaptive Faster R-CNN for Object Detection in the Wild Mar 8, 2018 Domain Adaptation Object
Code Code Available A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available SuperPoint: Self-Supervised Interest Point Detection and Description Dec 20, 2017 Domain Adaptation Homography Estimation
Code Code Available Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Dec 7, 2017 Domain Adaptation image-classification
Code Code Available Generalized End-to-End Loss for Speaker Verification Oct 28, 2017 Domain Adaptation Speaker Verification
Code Code Available Learning Wasserstein Embeddings Oct 20, 2017 Decoder Dimensionality Reduction
Code Code Available VisDA: The Visual Domain Adaptation Challenge Oct 18, 2017 Domain Adaptation General Classification
Code Code Available Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping Sep 22, 2017 Domain Adaptation Industrial Robots
Code Code Available Deep Hashing Network for Unsupervised Domain Adaptation Jun 22, 2017 Deep Hashing Domain Adaptation
Code Code Available Self-ensembling for visual domain adaptation Jun 16, 2017 Domain Adaptation
Code Code Available Conditional Adversarial Domain Adaptation May 26, 2017 Domain Adaptation General Classification
Code Code Available A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Apr 18, 2017 BIG-bench Machine Learning Domain Adaptation
Code Code Available Unsupervised Image-to-Image Translation Networks Mar 2, 2017 Domain Adaptation Image-to-Image Translation
Code Code Available Adversarial Discriminative Domain Adaptation Feb 17, 2017 Domain Adaptation General Classification
Code Code Available Learning from Simulated and Unsupervised Images through Adversarial Training Dec 22, 2016 Domain Adaptation Gaze Estimation
Code Code Available Correlation Alignment for Unsupervised Domain Adaptation Dec 6, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Multi-Domain Adaptation with Feature Embeddings May 1, 2015 Domain Adaptation Representation Learning
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