Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain Adaptation May 18, 2021 Autonomous Driving Disentanglement
Code Code Available 5 Associative Alignment for Few-shot Image Classification Dec 11, 2019 Classification Domain Adaptation
Code Code Available 5 Generalizing A Person Retrieval Model Hetero- and Homogeneously Sep 1, 2018 Domain Adaptation model
Code Code Available 5 Generalizing Across Domains via Cross-Gradient Training Apr 28, 2018 Data Augmentation Domain Adaptation
Code Code Available 5 Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Aug 26, 2019 Domain Adaptation Segmentation
Code Code Available 5 Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray Fluoroscopy Oct 9, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Constrained domain adaptation for Image segmentation Aug 8, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 Assessing Domain Gap for Continual Domain Adaptation in Object Detection Feb 21, 2023 Domain Adaptation object-detection
Code Code Available 5 Consistency Regularization for Domain Adaptation Aug 23, 2022 Domain Adaptation Self-Learning
Code Code Available 5 Adversarial Domain Adaptation with Domain Mixup Dec 4, 2019 Domain Adaptation
Code Code Available 5 Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation May 27, 2024 Depth Estimation Domain Adaptation
Code Code Available 5 Consistency Prototype Module and Motion Compensation for Few-Shot Action Recognition (CLIP-CPM^2C) Dec 2, 2023 Action Recognition Domain Adaptation
Code Code Available 5 Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images Sep 1, 2021 Diagnostic Domain Adaptation
Code Code Available 5 Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples Aug 12, 2024 Domain Adaptation
Code Code Available 5 Consensus Focus for Object Detection and minority classes Jan 10, 2024 Domain Adaptation Long-tailed Object Detection
Code Code Available 5 Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Sep 9, 2021 Contrastive Learning Domain Adaptation
Code Code Available 5 Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations Jan 8, 2024 Contrastive Learning Domain Adaptation
Code Code Available 5 Aspect-augmented Adversarial Networks for Domain Adaptation Jan 1, 2017 Domain Adaptation General Classification
Code Code Available 5 General Domain Adaptation Through Proportional Progressive Pseudo Labeling Dec 23, 2020 Anomaly Detection Domain Adaptation
Code Code Available 5 General Frameworks for Conditional Two-Sample Testing Oct 22, 2024 Domain Adaptation Fairness
Code Code Available 5 Generalizable Image Repair for Robust Visual Autonomous Racing Mar 7, 2025 Autonomous Racing Domain Adaptation
Code Code Available 5 Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments Mar 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 FusDom: Combining In-Domain and Out-of-Domain Knowledge for Continuous Self-Supervised Learning Dec 20, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Gaze360: Physically Unconstrained Gaze Estimation in the Wild Oct 22, 2019 Domain Adaptation Gaze Estimation
Code Code Available 5 AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization Jul 16, 2024 Abstractive Text Summarization Domain Adaptation
Code Code Available 5 A Simple Domain Shifting Networkfor Generating Low Quality Images Jun 30, 2020 Classification Domain Adaptation
Code Code Available 5 GCAL: Adapting Graph Models to Evolving Domain Shifts May 22, 2025 Bilevel Optimization Domain Adaptation
Code Code Available 5 Generative Pseudo-label Refinement for Unsupervised Domain Adaptation Jan 9, 2020 Domain Adaptation Pseudo Label
Code Code Available 5 From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption Dec 20, 2024 Domain Adaptation Morphology classification
Code Code Available 5 From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation Mar 15, 2023 Dimensionality Reduction Domain Adaptation
Code Code Available 5 From Colors to Classes: Emergence of Concepts in Vision Transformers Mar 31, 2025 Domain Adaptation Transfer Learning
Code Code Available 5 From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave May 30, 2024 Action Recognition Domain Adaptation
Code Code Available 5 From Priest to Doctor: Domain Adaptaion for Low-Resource Neural Machine Translation Dec 1, 2024 Domain Adaptation Low Resource Neural Machine Translation
Code Code Available 5 FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency Perspective Sep 29, 2023 Blind Image Quality Assessment Domain Adaptation
Code Code Available 5 FreSaDa: A French Satire Data Set for Cross-Domain Satire Detection Apr 10, 2021 Articles Domain Adaptation
Code Code Available 5 FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding Apr 4, 2023 Autonomous Driving Domain Adaptation
Code Code Available 5 Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation Jul 6, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension Nov 1, 2019 Domain Adaptation Reading Comprehension
Code Code Available 5 AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Oct 6, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 A separability-based approach to quantifying generalization: which layer is best? May 2, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition Feb 1, 2021 Active Learning Brain Computer Interface
Code Code Available 5 Conditional Extreme Value Theory for Open Set Video Domain Adaptation Sep 1, 2021 Action Recognition Domain Adaptation
Code Code Available 5 Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Jan 16, 2019 Domain Adaptation General Classification
Code Code Available 5 Adversarial Domain Adaptation for Duplicate Question Detection Sep 7, 2018 Domain Adaptation Question Similarity
Code Code Available 5 A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines Aug 8, 2018 Data Augmentation Deep Learning
Code Code Available 5 FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models May 30, 2024 Domain Adaptation Segmentation Of Remote Sensing Imagery
Code Code Available 5 FogGuard: guarding YOLO against fog using perceptual loss Mar 13, 2024 Autonomous Driving Domain Adaptation
Code Code Available 5 From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval Dec 1, 2018 Domain Adaptation Generative Adversarial Network
Code Code Available 5 Fisher Deep Domain Adaptation Mar 12, 2020 Domain Adaptation
Code Code Available 5 ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Nov 30, 2021 Autonomous Driving Domain Adaptation
Code Code Available 5 