Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic Segmentation Mar 8, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation Mar 8, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection Mar 7, 2021 Domain Adaptation object-detection
— Unverified Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment Mar 6, 2021 Domain Adaptation Gesture Recognition
— Unverified Vicinal and categorical domain adaptation Mar 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Mar 5, 2021 Domain Adaptation
Code Code Available Discrepancy-Based Active Learning for Domain Adaptation Mar 5, 2021 Active Learning Domain Adaptation
Code Code Available Cycle Self-Training for Domain Adaptation Mar 5, 2021 Domain Adaptation Sentiment Analysis
Code Code Available Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation Mar 5, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning Mar 4, 2021 Domain Adaptation General Classification
— Unverified SSTN: Self-Supervised Domain Adaptation Thermal Object Detection for Autonomous Driving Mar 4, 2021 Autonomous Driving Autonomous Vehicles
— Unverified Learning Invariant Representations across Domains and Tasks Mar 3, 2021 Domain Adaptation image-classification
— Unverified FSDR: Frequency Space Domain Randomization for Domain Generalization Mar 3, 2021 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Vehicle Re-Identification via Self-supervised Metric Learning using Feature Dictionary Mar 3, 2021 Domain Adaptation Metric Learning
Code Code Available Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation Mar 3, 2021 Domain Adaptation Low Resource Neural Machine Translation
Code Code Available Domain Generalization: A Survey Mar 3, 2021 Action Recognition Data Augmentation
— Unverified Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation Mar 3, 2021 Domain Adaptation Image Segmentation
— Unverified Cross-View Regularization for Domain Adaptive Panoptic Segmentation Mar 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available Gradual Fine-Tuning for Low-Resource Domain Adaptation Mar 3, 2021 Domain Adaptation
Code Code Available DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains Mar 2, 2021 Astronomy Domain Adaptation
Code Code Available Fast Adaptation with Linearized Neural Networks Mar 2, 2021 Domain Adaptation Gaussian Processes
— Unverified When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework Mar 2, 2021 Age-Invariant Face Recognition Domain Adaptation
Code Code Available Simulation-to-Real domain adaptation with teacher-student learning for endoscopic instrument segmentation Mar 2, 2021 Domain Adaptation Scene Understanding
— Unverified Pseudo-labeling for Scalable 3D Object Detection Mar 2, 2021 3D Object Detection Autonomous Vehicles
— Unverified Unsupervised Domain Adaptation for Cross-Subject Few-Shot Neurological Symptom Detection Feb 28, 2021 Domain Adaptation EEG
— Unverified Scalable Causal Domain Adaptation Feb 27, 2021 Causal Discovery Causal Inference
Code Code Available Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection Feb 27, 2021 Domain Adaptation Object
Code Code Available Connecting convex energy-based inference and optimal transport for domain adaptation Feb 26, 2021 Benchmarking Domain Adaptation
— Unverified Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation Feb 26, 2021 Diversity Domain Adaptation
— Unverified Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge Feb 26, 2021 Domain Adaptation
— Unverified Domain Adapting Ability of Self-Supervised Learning for Face Recognition Feb 26, 2021 Domain Adaptation Face Recognition
— Unverified Mitigating Domain Mismatch in Face Recognition Using Style Matching Feb 26, 2021 Domain Adaptation Face Recognition
— Unverified Bridging Adversarial and Statistical Domain Transfer via Spectral Adaptation Networks Feb 25, 2021 Domain Adaptation
Code Code Available Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation Feb 25, 2021 Domain Adaptation Segmentation
— Unverified Domain Adaptation for Learning Generator from Paired Few-Shot Data Feb 25, 2021 Diversity Domain Adaptation
— Unverified PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Feb 24, 2021 Domain Adaptation Language Modelling
Code Code Available Self-Domain Adaptation for Face Anti-Spoofing Feb 24, 2021 Domain Adaptation Domain Generalization
— Unverified Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation Feb 23, 2021 Domain Adaptation Self-Supervised Learning
— Unverified Decision Rule Elicitation for Domain Adaptation Feb 23, 2021 Decision Making Domain Adaptation
— Unverified A Theory of Label Propagation for Subpopulation Shift Feb 22, 2021 Domain Adaptation Generalization Bounds
— Unverified Domain Adaptation in Dialogue Systems using Transfer and Meta-Learning Feb 22, 2021 Domain Adaptation Meta-Learning
— Unverified Learning Deep Features for Shape Correspondence with Domain Invariance Feb 21, 2021 Anatomy Domain Adaptation
— Unverified Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging Feb 19, 2021 Articles Domain Adaptation
Code Code Available An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation Feb 19, 2021 Argument Mining Clustering
— Unverified CUPR: Contrastive Unsupervised Learning for Person Re-identification Feb 18, 2021 Clustering Contrastive Learning
— Unverified Optimizing Black-box Metrics with Iterative Example Weighting Feb 18, 2021 Domain Adaptation General Classification
Code Code Available Domain Adaptation for Medical Image Analysis: A Survey Feb 18, 2021 Domain Adaptation Medical Image Analysis
— Unverified Domain Impression: A Source Data Free Domain Adaptation Method Feb 17, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Deep cross-modality (MR-CT) educed distillation learning for cone beam CT lung tumor segmentation Feb 17, 2021 Domain Adaptation Segmentation
— Unverified Improving speech recognition models with small samples for air traffic control systems Feb 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 