On L_2-consistency of nearest neighbor matching Feb 6, 2019 Causal Inference Domain Adaptation
— Unverified Adversarial Domain Adaptation for Stance Detection Feb 6, 2019 Domain Adaptation Fact Checking
— Unverified 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 Feature-Critic Networks for Heterogeneous Domain Generalization Jan 31, 2019 Domain Adaptation Domain Generalization
Code Code Available Multi-Task Deep Neural Networks for Natural Language Understanding Jan 31, 2019 Domain Adaptation Language Modeling
Code Code Available Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jan 30, 2019 Binary Classification Classification
— Unverified On Learning Invariant Representation for Domain Adaptation Jan 27, 2019 Domain Adaptation Representation Learning
Code Code Available Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts Jan 25, 2019 Attribute Domain Adaptation
— Unverified Orthogonal Statistical Learning Jan 25, 2019 Domain Adaptation parameter estimation
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 Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning Jan 23, 2019 Domain Adaptation object-detection
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 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 Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing Jan 17, 2019 Domain Adaptation Face Anti-Spoofing
Code Code Available AuxNet: Auxiliary tasks enhanced Semantic Segmentation for Automated Driving Jan 17, 2019 Decision Making Depth Estimation
— Unverified Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Jan 16, 2019 Domain Adaptation General Classification
Code Code Available Domain Adaptation for Structured Output via Discriminative Patch Representations Jan 16, 2019 Domain Adaptation Image-to-Image Translation
Code Code Available A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
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 An introduction to domain adaptation and transfer learning Dec 31, 2018 BIG-bench Machine Learning Domain Adaptation
— Unverified DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification Dec 30, 2018 Classification Domain Adaptation
— Unverified EANet: Enhancing Alignment for Cross-Domain Person Re-identification Dec 29, 2018 Domain Adaptation Person Re-Identification
Code Code Available Artistic Object Recognition by Unsupervised Style Adaptation Dec 28, 2018 Domain Adaptation Object
— Unverified The CORAL+ Algorithm for Unsupervised Domain Adaptation of PLDA Dec 26, 2018 Domain Adaptation Speaker Recognition
— Unverified A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Dec 24, 2018 Autonomous Driving Domain Adaptation
Code Code Available Multi-component Image Translation for Deep Domain Generalization Dec 21, 2018 Domain Adaptation Domain Generalization
— Unverified Patent Retrieval: A Literature Review Dec 20, 2018 Domain Adaptation Information Retrieval
— Unverified A General Approach to Domain Adaptation with Applications in Astronomy Dec 20, 2018 Active Learning Astronomy
— Unverified PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation Dec 19, 2018 Cardiac Segmentation Domain Adaptation
Code Code Available Cross-Database Micro-Expression Recognition: A Benchmark Dec 19, 2018 Domain Adaptation Micro Expression Recognition
— Unverified TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Dec 18, 2018 Domain Adaptation General Classification
— Unverified Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks Dec 18, 2018 Domain Adaptation Reinforcement Learning
— Unverified Domain Adaptation for Reinforcement Learning on the Atari Dec 18, 2018 continuous-control Continuous Control
— Unverified Domain Adaptation on Graphs by Learning Graph Topologies: Theoretical Analysis and an Algorithm Dec 17, 2018 Domain Adaptation General Classification
— Unverified PAC Learning Guarantees Under Covariate Shift Dec 16, 2018 Domain Adaptation PAC learning
— Unverified A Parametric Top-View Representation of Complex Road Scenes Dec 14, 2018 Decision Making Domain Adaptation
— Unverified DLOW: Domain Flow for Adaptation and Generalization Dec 13, 2018 Domain Adaptation Semantic Segmentation
Code Code Available The Global Anchor Method for Quantifying Linguistic Shifts and Domain Adaptation Dec 12, 2018 Clustering Domain Adaptation
Code Code Available Attentional Road Safety Networks Dec 12, 2018 Domain Adaptation
— Unverified Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Dec 11, 2018 Domain Adaptation Segmentation
Code Code Available Beyond Domain Adaptation: Unseen Domain Encapsulation via Universal Non-volume Preserving Models Dec 9, 2018 Domain Adaptation Domain Generalization
— Unverified What is the Effect of Importance Weighting in Deep Learning? Dec 8, 2018 Causal Inference Deep Learning
Code Code Available ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection Dec 6, 2018 Domain Adaptation
— Unverified Disjoint Label Space Transfer Learning with Common Factorised Space Dec 6, 2018 Domain Adaptation Transfer Learning
— Unverified A novel health risk model based on intraday physical activity time series collected by smartphones Dec 6, 2018 Domain Adaptation Time Series
— Unverified OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation Dec 6, 2018 Domain Adaptation object-detection
— Unverified A Survey of Unsupervised Deep Domain Adaptation Dec 6, 2018 Domain Adaptation Survey
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