Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data Jan 29, 2023 Denoising Domain Adaptation
— Unverified Unsupervised Domain Adaptation on Person Re-Identification via Dual-level Asymmetric Mutual Learning Jan 29, 2023 Domain Adaptation Person Re-Identification
— Unverified Preserving Fairness in AI under Domain Shift Jan 29, 2023 Domain Adaptation Fairness
— Unverified Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2022 Jan 29, 2023 Action Recognition Domain Adaptation
— Unverified Decentralized Entropic Optimal Transport for Distributed Distribution Comparison Jan 28, 2023 Domain Adaptation Privacy Preserving
— Unverified Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Jan 28, 2023 Continual Learning Disease Prediction
— Unverified Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking Jan 25, 2023 Domain Adaptation Multi-Object Tracking
Code Code Available ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition Jan 24, 2023 Domain Adaptation Few-Shot Learning
— Unverified Low-Resource Compositional Semantic Parsing with Concept Pretraining Jan 24, 2023 Decoder Domain Adaptation
— Unverified Heterogeneous Domain Adaptation for IoT Intrusion Detection: A Geometric Graph Alignment Approach Jan 24, 2023 Domain Adaptation Intrusion Detection
— Unverified Leveraging Speaker Embeddings with Adversarial Multi-task Learning for Age Group Classification Jan 22, 2023 Domain Adaptation Multi-Task Learning
— Unverified Robot Skill Learning Via Classical Robotics-Based Generated Datasets: Advantages, Disadvantages, and Future Improvement Jan 20, 2023 Domain Adaptation
Code Code Available Chaos to Order: A Label Propagation Perspective on Source-Free Domain Adaptation Jan 20, 2023 Clustering Domain Adaptation
— Unverified JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Jan 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement Jan 17, 2023 Domain Adaptation Image Enhancement
— Unverified Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation Jan 17, 2023 Deep Learning Domain Adaptation
— Unverified Inference via robust optimal transportation: theory and methods Jan 16, 2023 Domain Adaptation
— Unverified Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition Jan 16, 2023 Domain Adaptation Handwriting Recognition
— Unverified 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track Jan 12, 2023 Data Augmentation Domain Adaptation
Code Code Available 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track Jan 12, 2023 Domain Adaptation Domain Generalization
Code Code Available Semi-Supervised Learning with Pseudo-Negative Labels for Image Classification Jan 10, 2023 Domain Adaptation image-classification
Code Code Available CDA: Contrastive-adversarial Domain Adaptation Jan 10, 2023 Contrastive Learning Domain Adaptation
— Unverified Simplifying Open-Set Video Domain Adaptation with Contrastive Learning Jan 9, 2023 Action Recognition Contrastive Learning
Code Code Available Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition Jan 6, 2023 Domain Adaptation GPU
— Unverified Tackling Data Bias in Painting Classification with Style Transfer Jan 6, 2023 Classification Data Augmentation
Code Code Available High-level semantic feature matters few-shot unsupervised domain adaptation Jan 5, 2023 Domain Adaptation Few-Shot Learning
— Unverified MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Jan 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available Heterogeneous Domain Adaptation and Equipment Matching: DANN-based Alignment with Cyclic Supervision (DBACS) Jan 3, 2023 Deep Learning Domain Adaptation
— Unverified Generative appearance replay for continual unsupervised domain adaptation Jan 3, 2023 Continual Learning Domain Adaptation
— Unverified Continual Causal Effect Estimation: Challenges and Opportunities Jan 3, 2023 Causal Inference counterfactual
— Unverified I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation Jan 3, 2023 Domain Adaptation Segmentation
— Unverified Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation Jan 1, 2023 Contrastive Learning Domain Adaptation
— Unverified MOT: Masked Optimal Transport for Partial Domain Adaptation Jan 1, 2023 Domain Adaptation Partial Domain Adaptation
— Unverified OSAN: A One-Stage Alignment Network To Unify Multimodal Alignment and Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Learning Adaptive Dense Event Stereo From the Image Domain Jan 1, 2023 Domain Adaptation Image Reconstruction
— Unverified PADCLIP: Pseudo-labeling with Adaptive Debiasing in CLIP for Unsupervised Domain Adaptation Jan 1, 2023 Causal Inference Domain Adaptation
— Unverified Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning Jan 1, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified Discriminative Radial Domain Adaptation Jan 1, 2023 Domain Adaptation Domain Generalization
Code Code Available MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation Jan 1, 2023 Active Learning Domain Adaptation
— Unverified Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier Jan 1, 2023 All Contrastive Learning
Code Code Available TransIFF: An Instance-Level Feature Fusion Framework for Vehicle-Infrastructure Cooperative 3D Detection with Transformers Jan 1, 2023 Autonomous Driving Domain Adaptation
— Unverified Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment Jan 1, 2023 Domain Adaptation Face Image Quality
Code Code Available LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding Jan 1, 2023 Action Recognition Domain Adaptation
— Unverified Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Homeomorphism Alignment for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization Jan 1, 2023 Domain Adaptation Domain Generalization
— Unverified Visual Recognition-Driven Image Restoration for Multiple Degradation With Intrinsic Semantics Recovery Jan 1, 2023 Domain Adaptation Image Enhancement
— Unverified Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment Jan 1, 2023 Domain Adaptation object-detection
Code Code Available Backprop Induced Feature Weighting for Adversarial Domain Adaptation with Iterative Label Distribution Alignment Jan 1, 2023 Classification Domain Adaptation
Code Code Available CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training Jan 1, 2023 Denoising Domain Adaptation
— Unverified 