Domain Generalization by Solving Jigsaw Puzzles Mar 16, 2019 Domain Generalization Image Classification
Code Code Available Adversarial Feature Learning under Accuracy Constraint for Domain Generalization Mar 14, 2019 Domain Generalization
— Unverified Learning Robust Representations by Projecting Superficial Statistics Out Mar 2, 2019 Domain Generalization
— Unverified Cooperative Learning of Disjoint Syntax and Semantics Feb 25, 2019 Domain Generalization Natural Language Inference
Code Code Available A Domain Generalization Perspective on Listwise Context Modeling Feb 12, 2019 Domain Generalization Information Retrieval
— Unverified Feature-Critic Networks for Heterogeneous Domain Generalization Jan 31, 2019 Domain Adaptation Domain Generalization
Code Code Available Episodic Training for Domain Generalization Jan 31, 2019 Domain Generalization
Code Code Available Generalization of feature embeddings transferred from different video anomaly detection domains Jan 28, 2019 Anomaly Detection Domain Generalization
— Unverified A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
Code Code Available Multi-component Image Translation for Deep Domain Generalization Dec 21, 2018 Domain Adaptation Domain Generalization
— Unverified Beyond Domain Adaptation: Unseen Domain Encapsulation via Universal Non-volume Preserving Models Dec 9, 2018 Domain Adaptation Domain Generalization
— Unverified Bag of Tricks for Image Classification with Convolutional Neural Networks Dec 4, 2018 Domain Generalization General Classification
Code Code Available MetaReg: Towards Domain Generalization using Meta-Regularization Dec 1, 2018 BIG-bench Machine Learning Domain Generalization
— Unverified ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Nov 29, 2018 Domain Generalization Image Classification
Code Code Available The Data Challenge in Misinformation Detection: Source Reputation vs. Content Veracity Nov 1, 2018 Articles Domain Generalization
Code Code Available Domain Generalization with Domain-Specific Aggregation Modules Sep 28, 2018 Domain Generalization
— Unverified Domain Generalization via Invariant Representation under Domain-Class Dependency Sep 27, 2018 Domain Generalization
— Unverified Deep Domain Generalization via Conditional Invariant Adversarial Networks Sep 1, 2018 Domain Generalization Representation Learning
— Unverified Hallucinating Agnostic Images to Generalize Across Domains Aug 3, 2018 Domain Adaptation Domain Generalization
Code Code Available Deep Graph Laplacian Regularization for Robust Denoising of Real Images Jul 31, 2018 Denoising Domain Generalization
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 Generalization via Conditional Invariant Representation Jul 23, 2018 Domain Generalization
— Unverified Domain2Vec: Deep Domain Generalization Jul 9, 2018 Domain Generalization image-classification
— Unverified Best sources forward: domain generalization through source-specific nets Jun 15, 2018 Domain Adaptation Domain Generalization
— Unverified Domain Generalization With Adversarial Feature Learning Jun 1, 2018 Domain Generalization
— Unverified Robust Place Categorization with Deep Domain Generalization May 30, 2018 Domain Adaptation Domain Generalization
Code Code Available AutoAugment: Learning Augmentation Policies from Data May 24, 2018 Data Augmentation Domain Generalization
Code Code Available Generalizing Across Domains via Cross-Gradient Training Apr 28, 2018 Data Augmentation Domain Adaptation
Code Code Available Kernel Embedding Approaches to Orbit Determination of Spacecraft Clusters Mar 1, 2018 Domain Generalization
— Unverified Domain Generalization by Marginal Transfer Learning Nov 21, 2017 Domain Generalization General Classification
Code Code Available mixup: Beyond Empirical Risk Minimization Oct 25, 2017 Domain Generalization Image Classification
Code Code Available Learning to Generalize: Meta-Learning for Domain Generalization Oct 10, 2017 Domain Generalization image-classification
Code Code Available Deeper, Broader and Artier Domain Generalization Oct 9, 2017 Domain Generalization
Code Code Available Unified Deep Supervised Domain Adaptation and Generalization Sep 28, 2017 Domain Adaptation Domain Generalization
Code Code Available Deep Shape Matching Sep 11, 2017 Domain Generalization Image Retrieval
Code Code Available Improved Regularization of Convolutional Neural Networks with Cutout Aug 15, 2017 Data Augmentation Domain Generalization
Code Code Available Aggregated Residual Transformations for Deep Neural Networks Nov 16, 2016 Domain Generalization General Classification
Code Code Available Domain Separation Networks Aug 22, 2016 Domain Adaptation Domain Generalization
Code Code Available Semantic Clustering for Robust Fine-Grained Scene Recognition Jul 26, 2016 Clustering Domain Generalization
— Unverified Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available Learning Attributes Equals Multi-Source Domain Generalization May 3, 2016 Attribute Domain Generalization
— Unverified Deep Residual Learning for Image Recognition Dec 10, 2015 Classification
Code Code Available Multi-View Domain Generalization for Visual Recognition Dec 1, 2015 Domain Adaptation Domain Generalization
— Unverified Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization Oct 15, 2015 Domain Adaptation Domain Generalization
— Unverified Domain Generalization for Object Recognition with Multi-task Autoencoders Aug 31, 2015 Denoising Domain Generalization
Code Code Available Invariant Models for Causal Transfer Learning Jul 19, 2015 Domain Generalization Transfer Learning
Code Code Available Using Tweets to Help Sentence Compression for News Highlights Generation Jul 1, 2015 Document Summarization Domain Generalization
— Unverified Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach Jun 1, 2015 Domain Generalization
— Unverified Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
Code Code Available Very Deep Convolutional Networks for Large-Scale Image Recognition Sep 4, 2014 Activity Recognition In Videos Classification
Code Code Available 