Domain Generalization by Solving Jigsaw Puzzles Jun 1, 2019 Domain Generalization Object Recognition
Code Code Available AutoAugment: Learning Augmentation Strategies From Data Jun 1, 2019 Data Augmentation Domain Generalization
Code Code Available Multi-Adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection Jun 1, 2019 Domain Generalization Face Anti-Spoofing
Code Code Available Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation Jun 1, 2019 Domain Adaptation Domain Generalization
— Unverified Generalizable Person Re-Identification by Domain-Invariant Mapping Network Jun 1, 2019 Domain Generalization Generalizable Person Re-identification
— Unverified A Cross-Domain Transferable Neural Coherence Model May 28, 2019 Articles Domain Generalization
Code Code Available Domain Generalization via Universal Non-volume Preserving Models May 28, 2019 Domain Adaptation Domain Generalization
— Unverified A Generalization Error Bound for Multi-class Domain Generalization May 24, 2019 Classification Domain Generalization
— Unverified Adversarial Invariant Feature Learning with Accuracy Constraint for Domain Generalization Apr 29, 2019 Domain Generalization
— Unverified Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting Apr 23, 2019 Domain Generalization Generalizable Person Re-identification
— Unverified Predicting human decisions with behavioral theories and machine learning Apr 15, 2019 BIG-bench Machine Learning Decision Making
— Unverified CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth Apr 3, 2019 3D Depth Estimation Depth Estimation
Code Code Available Improving Cross-Corpus Speech Emotion Recognition with Adversarial Discriminative Domain Generalization (ADDoG) Mar 28, 2019 Cross-corpus Domain Generalization
— Unverified DIVA: Domain Invariant Variational Autoencoder Mar 27, 2019 Domain Generalization Rotated MNIST
— Unverified 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 Episodic Training for Domain Generalization Jan 31, 2019 Domain Generalization
Code Code Available Feature-Critic Networks for Heterogeneous Domain Generalization Jan 31, 2019 Domain Adaptation 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 MetaReg: Towards Domain Generalization using Meta-Regularization Dec 1, 2018 BIG-bench Machine Learning Domain Generalization
— Unverified 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 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 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 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 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 Learning Attributes Equals Multi-Source Domain Generalization May 3, 2016 Attribute Domain Generalization
— Unverified 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 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 