Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement Jan 17, 2023 Domain Adaptation Image Enhancement
— 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 The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation Jan 6, 2023 Benchmarking Crop Classification
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 I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation Jan 3, 2023 Domain Adaptation Segmentation
— Unverified Continual Causal Effect Estimation: Challenges and Opportunities Jan 3, 2023 Causal Inference counterfactual
— Unverified Generative appearance replay for continual unsupervised domain adaptation Jan 3, 2023 Continual Learning Domain Adaptation
— Unverified SSDA: Secure Source-Free Domain Adaptation Jan 1, 2023 Backdoor Attack Domain Adaptation
Code Code Available PODA: Prompt-driven Zero-shot Domain Adaptation Jan 1, 2023 Domain Adaptation image-classification
Code Code Available Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization Jan 1, 2023 Diversity Domain Adaptation
Code Code Available CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Homeomorphism Alignment for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available Improved Knowledge Transfer for Semi-Supervised Domain Adaptation via Trico Training Strategy Jan 1, 2023 Domain Adaptation Semi-supervised 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 Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation Jan 1, 2023 Adversarial Robustness Data Augmentation
Code Code Available Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment Jan 1, 2023 Domain Adaptation Face Image Quality
Code Code Available Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization Jan 1, 2023 Domain Adaptation Domain Generalization
— Unverified PADCLIP: Pseudo-labeling with Adaptive Debiasing in CLIP for Unsupervised Domain Adaptation Jan 1, 2023 Causal Inference Domain Adaptation
— Unverified CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training Jan 1, 2023 Denoising Domain Adaptation
— Unverified LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding Jan 1, 2023 Action Recognition Domain Adaptation
— Unverified TransIFF: An Instance-Level Feature Fusion Framework for Vehicle-Infrastructure Cooperative 3D Detection with Transformers Jan 1, 2023 Autonomous Driving Domain Adaptation
— Unverified Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Fine-grained Unsupervised Domain Adaptation for Gait Recognition Jan 1, 2023 Domain Adaptation Gait Recognition
— Unverified Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval Jan 1, 2023 Domain Adaptation Retrieval
— Unverified Visual Recognition-Driven Image Restoration for Multiple Degradation With Intrinsic Semantics Recovery Jan 1, 2023 Domain Adaptation Image Enhancement
— Unverified Single Domain Generalization for LiDAR Semantic Segmentation Jan 1, 2023 Autonomous Driving Domain Adaptation
Code Code Available Source-Free Adaptive Gaze Estimation by Uncertainty Reduction Jan 1, 2023 Domain Adaptation Gaze Estimation
Code Code Available DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Jan 1, 2023 Domain Adaptation regression
Code Code Available COT: Unsupervised Domain Adaptation With Clustering and Optimal Transport Jan 1, 2023 Clustering Domain Adaptation
— Unverified MOT: Masked Optimal Transport for Partial Domain Adaptation Jan 1, 2023 Domain Adaptation Partial Domain Adaptation
— Unverified Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning Jan 1, 2023 Contrastive Learning Domain Adaptation
Code Code Available Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation Jan 1, 2023 Contrastive Learning Domain Adaptation
— Unverified Adjustment and Alignment for Unbiased Open Set Domain Adaptation Jan 1, 2023 Domain Adaptation Model Optimization
Code Code Available Source-Free Video Domain Adaptation With Spatial-Temporal-Historical Consistency Learning Jan 1, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation Jan 1, 2023 Active Learning Domain Adaptation
— Unverified Learning Adaptive Dense Event Stereo From the Image Domain Jan 1, 2023 Domain Adaptation Image Reconstruction
— Unverified Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available 