Feature-Critic Networks for Heterogeneous Domain Generalization Jan 31, 2019 Domain Adaptation Domain Generalization
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 Orthogonal Statistical Learning Jan 25, 2019 Domain Adaptation parameter estimation
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 Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning Jan 23, 2019 Domain Adaptation object-detection
Code Code Available AuxNet: Auxiliary tasks enhanced Semantic Segmentation for Automated Driving Jan 17, 2019 Decision Making Depth Estimation
— Unverified Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing Jan 17, 2019 Domain Adaptation Face Anti-Spoofing
Code Code Available Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Jan 16, 2019 Domain Adaptation General Classification
Code Code Available A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
Code Code Available Domain Adaptation for Structured Output via Discriminative Patch Representations Jan 16, 2019 Domain Adaptation Image-to-Image Translation
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 Multi-component Image Translation for Deep Domain Generalization Dec 21, 2018 Domain Adaptation Domain Generalization
— Unverified A General Approach to Domain Adaptation with Applications in Astronomy Dec 20, 2018 Active Learning Astronomy
— Unverified Patent Retrieval: A Literature Review Dec 20, 2018 Domain Adaptation Information Retrieval
— Unverified Cross-Database Micro-Expression Recognition: A Benchmark Dec 19, 2018 Domain Adaptation Micro Expression Recognition
— 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 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 TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Dec 18, 2018 Domain Adaptation General Classification
— 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 A Survey of Unsupervised Deep Domain Adaptation Dec 6, 2018 Domain Adaptation Survey
Code Code Available ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection Dec 6, 2018 Domain Adaptation
— Unverified OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation Dec 6, 2018 Domain Adaptation object-detection
— 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 Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation Dec 4, 2018 Data Augmentation Domain Adaptation
— Unverified Moment Matching for Multi-Source Domain Adaptation Dec 4, 2018 Benchmarking Domain Adaptation
Code Code Available Towards Continuous Domain adaptation for Healthcare Dec 4, 2018 Diversity Domain Adaptation
— Unverified Domain-Adaptive Single-View 3D Reconstruction Dec 4, 2018 3D Reconstruction 3D Shape Reconstruction
Code Code Available CRAVES: Controlling Robotic Arm with a Vision-based Economic System Dec 3, 2018 3D Pose Estimation Domain Adaptation
Code Code Available Adversarial Domain Randomization Dec 3, 2018 Domain Adaptation image-classification
— Unverified SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection Dec 3, 2018 Domain Adaptation Pseudo Label
— Unverified Domain Alignment with Triplets Dec 3, 2018 Domain Adaptation Triplet
— Unverified ECO: Egocentric Cognitive Mapping Dec 2, 2018 Domain Adaptation Navigate
— Unverified Unsupervised Domain Adaptation using Generative Models and Self-ensembling Dec 2, 2018 Data Augmentation Domain Adaptation
— Unverified Revisiting ( , , )-similarity learning for domain adaptation Dec 1, 2018 Domain Adaptation General Classification
— Unverified Adversarial Multiple Source Domain Adaptation Dec 1, 2018 Classification Domain Adaptation
— Unverified 