KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation Nov 19, 2020 Domain Adaptation Knowledge Distillation
Code Code Available FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation Nov 18, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Nov 17, 2020 Domain Adaptation Segmentation
Code Code Available Domain-Adaptive Object Detection via Uncertainty-Aware Distribution Alignment Oct 31, 2020 Domain Adaptation Object
Code Code Available Casting a BAIT for Offline and Online Source-free Domain Adaptation Oct 23, 2020 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Knowledge Distillation for BERT Unsupervised Domain Adaptation Oct 22, 2020 Domain Adaptation General Classification
Code Code Available Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation Oct 20, 2020 COVID-19 Diagnosis Domain Adaptation
Code Code Available SF-UDA^3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection Oct 16, 2020 3D Object Detection Domain Adaptation
Code Code Available Self-Supervised Domain Adaptation with Consistency Training Oct 15, 2020 Domain Adaptation image-classification
Code Code Available Adaptive-Attentive Geolocalization from few queries: a hybrid approach Oct 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oct 9, 2020 Domain Adaptation Domain Generalization
Code Code Available Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Oct 2, 2020 Domain Adaptation Saliency Detection
Code Code Available Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images Sep 11, 2020 Domain Adaptation Instance Segmentation
Code Code Available Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation Sep 6, 2020 Domain Adaptation speech-recognition
Code Code Available Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild Sep 3, 2020 Adversarial Text Domain Adaptation
Code Code Available Unsupervised Domain Adaptation For Plant Organ Counting Sep 2, 2020 Domain Adaptation Object
Code Code Available Instance Adaptive Self-Training for Unsupervised Domain Adaptation Aug 27, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Learning to Cluster under Domain Shift Aug 11, 2020 Clustering Deep Clustering
Code Code Available An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites Aug 4, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Jul 27, 2020 Data Augmentation Domain Adaptation
Code Code Available Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation Jul 24, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available 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 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 DACS: Domain Adaptation via Cross-domain Mixed Sampling Jul 17, 2020 Domain Adaptation Semantic Segmentation
Code Code Available 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 Self domain adapted network Jul 7, 2020 Domain Adaptation Self-Supervised Learning
Code Code Available 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 Improving robustness against common corruptions by covariate shift adaptation Jun 30, 2020 Domain Generalization Image Classification
Code Code Available Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment Jun 23, 2020 Data Augmentation Decoder
Code Code Available Rescaling Egocentric Vision Jun 23, 2020 Action Anticipation Action Detection
Code Code Available Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering Jun 23, 2020 Classification Clustering
Code Code Available Joint Contrastive Learning for Unsupervised Domain Adaptation Jun 18, 2020 Contrastive Learning Domain Adaptation
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 Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search Jun 15, 2020 Domain Adaptation Segmentation
Code Code Available 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 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 Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID Jun 4, 2020 Clustering Contrastive Learning
Code Code Available Stochastic Classifiers for Unsupervised Domain Adaptation Jun 1, 2020 Domain Adaptation image-classification
Code Code Available DUNIT: Detection-Based Unsupervised Image-to-Image Translation Jun 1, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Neural Unsupervised Domain Adaptation in NLP---A Survey May 31, 2020 Domain Adaptation Out-of-Distribution Generalization
Code Code Available Style Normalization and Restitution for Generalizable Person Re-identification May 22, 2020 Disentanglement Domain Adaptation
Code Code Available Super-Resolution Domain Adaptation Networks for Semantic Segmentation via Pixel and Output Level Aligning May 13, 2020 Domain Adaptation Segmentation
Code Code Available 