Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Jul 20, 2020 Domain Adaptation Person Re-Identification
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 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 Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Jul 17, 2020 Benchmarking Disentanglement
Code Code Available DACS: Domain Adaptation via Cross-domain Mixed Sampling Jul 17, 2020 Domain Adaptation Semantic Segmentation
Code Code Available 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 Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Jul 14, 2020 Domain Adaptation Knowledge Distillation
Code Code Available Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation Jul 13, 2020 Cardiac Segmentation Domain Adaptation
— Unverified Synthetic-to-Real Domain Adaptation for Lane Detection Jul 8, 2020 Autonomous Driving Domain Adaptation
— Unverified Self domain adapted network Jul 7, 2020 Domain Adaptation Self-Supervised Learning
Code Code Available Dual Mixup Regularized Learning for Adversarial Domain Adaptation Jul 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Interpreting Stellar Spectra with Unsupervised Domain Adaptation Jul 6, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Cycle-StarNet: Bridging the gap between theory and data by leveraging large datasets Jul 6, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Jul 5, 2020 Diagnostic Domain Adaptation
Code Code Available Weakly Supervised Domain Adaptation for Built-up Region Segmentation in Aerial and Satellite Imagery Jul 5, 2020 Domain Adaptation image-classification
Code Code Available Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jul 5, 2020 Domain Adaptation Relation
Code Code Available Curriculum Manager for Source Selection in Multi-Source Domain Adaptation Jul 2, 2020 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions Jul 1, 2020 Domain Adaptation Transfer Learning
Code Code Available Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis Jul 1, 2020 Domain Adaptation Language Modeling
— Unverified Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering Jul 1, 2020 Domain Adaptation Logical Reasoning
— Unverified Improving robustness against common corruptions by covariate shift adaptation Jun 30, 2020 Domain Generalization Image Classification
Code Code Available Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation Jun 28, 2020 Domain Adaptation Image Segmentation
— Unverified Target Consistency for Domain Adaptation: when Robustness meets Transferability Jun 25, 2020 Domain Adaptation image-classification
— Unverified Robust Domain Adaptation: Representations, Weights and Inductive Bias Jun 24, 2020 Domain Adaptation Inductive Bias
— Unverified Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment Jun 23, 2020 Data Augmentation Decoder
Code Code Available Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering Jun 23, 2020 Classification Clustering
Code Code Available Rescaling Egocentric Vision Jun 23, 2020 Action Anticipation Action Detection
Code Code Available Unsupervised Sound Separation Using Mixture Invariant Training Jun 23, 2020 Domain Adaptation Speech Enhancement
— Unverified Feature Alignment and Restoration for Domain Generalization and Adaptation Jun 22, 2020 Disentanglement Domain Adaptation
— Unverified Unsupervised Vehicle Re-identification with Progressive Adaptation Jun 20, 2020 Unsupervised Domain Adaptation Unsupervised Vehicle Re-Identification
— Unverified Joint Contrastive Learning for Unsupervised Domain Adaptation Jun 18, 2020 Contrastive Learning Domain Adaptation
Code Code Available Self-training Avoids Using Spurious Features Under Domain Shift Jun 17, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Mining Label Distribution Drift in Unsupervised Domain Adaptation Jun 16, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search Jun 15, 2020 Domain Adaptation Segmentation
Code Code Available ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation Jun 15, 2020 Domain Adaptation Self-Supervised Learning
Code Code Available Optimal Transport for Conditional Domain Matching and Label Shift Jun 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation and Image Classification via Deep Conditional Adaptation Network Jun 14, 2020 Classification Domain Adaptation
— Unverified Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation Jun 11, 2020 Clustering Domain Adaptation
— Unverified Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis Jun 10, 2020 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Jun 9, 2020 Domain Adaptation Pseudo Label
Code Code Available Parameter-Efficient Person Re-identification in the 3D Space Jun 8, 2020 3D geometry 3D Point Cloud Classification
Code Code Available SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation Jun 7, 2020 Depth Estimation Monocular Depth Estimation
Code Code Available ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression Jun 7, 2020 Domain Adaptation Knowledge Distillation
— Unverified Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Jun 4, 2020 Clustering Contrastive Learning
Code Code Available Adaptation de domaine non supervis\'ee pour la reconnaissance de la langue par r\'egularisation d'un r\'eseau de neurones (Unsupervised domain adaptation for language identification by regularization of a neural network) Jun 1, 2020 Domain Adaptation Language Identification
— Unverified DUNIT: Detection-Based Unsupervised Image-to-Image Translation Jun 1, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 