Shuffle and Attend: Video Domain Adaptation Aug 1, 2020 Action Recognition Domain Adaptation
— Unverified Learning to See in the Dark with Events Aug 1, 2020 Domain Adaptation Representation Learning
— Unverified Multiple Class Novelty Detection Under Data Distribution Shift Aug 1, 2020 Domain Adaptation Novelty Detection
— Unverified Learning to Detect Open Classes for Universal Domain Adaptation Aug 1, 2020 Domain Adaptation Universal Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification Aug 1, 2020 Clustering Domain Adaptation
— Unverified Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation Aug 1, 2020 Domain Adaptation Generative Adversarial Network
— Unverified YOLO in the Dark - Domain Adaptation Method for Merging Multiple Models - Aug 1, 2020 Domain Adaptation Knowledge Distillation
— Unverified Task-conditioned Domain Adaptation for Pedestrian Detection in Thermal Imagery Aug 1, 2020 Domain Adaptation Pedestrian Detection
Code Code Available Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification Aug 1, 2020 Domain Adaptation Metric Learning
— Unverified Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification Jul 31, 2020 Acoustic Scene Classification Classification
— Unverified Adversarial Bipartite Graph Learning for Video Domain Adaptation Jul 31, 2020 Domain Adaptation Graph Learning
Code Code Available Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening Jul 31, 2020 Classification Domain Adaptation
— Unverified Domain Adaptive Semantic Segmentation Using Weak Labels Jul 30, 2020 Domain Adaptation Segmentation
— Unverified Beyond H-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence Jul 30, 2020 Domain Adaptation Transfer Learning
— Unverified Pixel-wise Crowd Understanding via Synthetic Data Jul 30, 2020 Crowd Counting Domain Adaptation
— Unverified SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data Jul 30, 2020 Domain Adaptation Domain Generalization
— Unverified Few shot domain adaptation for in situ macromolecule structural classification in cryo-electron tomograms Jul 30, 2020 Classification Domain Adaptation
— Unverified Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification Jul 30, 2020 Disentanglement Domain Adaptation
— Unverified COVID-19 therapy target discovery with context-aware literature mining Jul 30, 2020 Domain Adaptation Language Modeling
— Unverified What My Motion tells me about Your Pose: A Self-Supervised Monocular 3D Vehicle Detector Jul 29, 2020 Autonomous Vehicles Domain Adaptation
— Unverified Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation Jul 29, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available S^3Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data Jul 28, 2020 Autonomous Driving Depth Estimation
— Unverified Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation Jul 28, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Siamese x-vector reconstruction for domain adapted speaker recognition Jul 28, 2020 Domain Adaptation Speaker Recognition
— Unverified Symmetric Positive Semi-definite Riemannian Geometry with Application to Domain Adaptation Jul 28, 2020 Domain Adaptation
— Unverified Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Jul 27, 2020 Data Augmentation Domain Adaptation
Code Code Available Learning Task-oriented Disentangled Representations for Unsupervised Domain Adaptation Jul 27, 2020 Domain Adaptation Retrieval
— Unverified Gradient Regularized Contrastive Learning for Continual Domain Adaptation Jul 25, 2020 Contrastive Learning Domain Adaptation
— Unverified Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation Jul 24, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Self-Supervised Learning Across Domains Jul 24, 2020 Domain Adaptation Domain Generalization
— Unverified On the Effectiveness of Image Rotation for Open Set Domain Adaptation Jul 24, 2020 Domain Adaptation
Code Code Available MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint Jul 22, 2020 Domain Adaptation Generative Adversarial Network
— Unverified Endo-Sim2Real: Consistency learning-based domain adaptation for instrument segmentation Jul 22, 2020 Domain Adaptation Segmentation
— Unverified Unsupervised Domain Adaptation in the Absence of Source Data Jul 20, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Jul 20, 2020 Domain Adaptation Person Re-Identification
Code Code Available A Theory of Multiple-Source Adaptation with Limited Target Labeled Data Jul 19, 2020 Domain Adaptation Model Selection
— Unverified DWMD: Dimensional Weighted Orderwise Moment Discrepancy for Domain-specific Hidden Representation Matching Jul 18, 2020 Domain Adaptation Transfer Learning
— Unverified Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Jul 18, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition Jul 18, 2020 Attribute Caricature
Code Code Available PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation Jul 18, 2020 Domain Adaptation Generative Adversarial Network
Code Code Available Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation Jul 17, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Jul 17, 2020 Benchmarking Disentanglement
Code Code Available Learning to Match Distributions for Domain Adaptation Jul 17, 2020 Domain Adaptation Inductive Bias
— Unverified Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation Jul 17, 2020 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available DACS: Domain Adaptation via Cross-domain Mixed Sampling Jul 17, 2020 Domain Adaptation Semantic Segmentation
Code Code Available Transferable Calibration with Lower Bias and Variance in Domain Adaptation Jul 16, 2020 Decision Making Domain Adaptation
— Unverified Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds Jul 16, 2020 Domain Adaptation Semantic Segmentation
— Unverified Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Jul 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry Jul 15, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Jul 14, 2020 Domain Adaptation Knowledge Distillation
Code Code Available 