Bridging Synthetic-to-Real Gaps: Frequency-Aware Perturbation and Selection for Single-shot Multi-Parametric Mapping Reconstruction Mar 5, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Impact of ImageNet Model Selection on Domain Adaptation Feb 6, 2020 Benchmarking Domain Adaptation
Code Code Available 5 A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation Jun 7, 2019 Attribute Domain Adaptation
Code Code Available 5 Unsupervised Domain Adaptation for Cross-sensor Pore Detection in High-resolution Fingerprint Images Aug 28, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Nov 19, 2017 Domain Adaptation Generative Adversarial Network
Code Code Available 5 IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification Aug 23, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Autonomous Cross Domain Adaptation under Extreme Label Scarcity Sep 4, 2022 Clustering Deep Clustering
Code Code Available 5 ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain Adaptation Oct 7, 2016 Aesthetics Quality Assessment Domain Adaptation
Code Code Available 5 Cross-Region Building Counting in Satellite Imagery using Counting Consistency Oct 26, 2021 Domain Adaptation Management
Code Code Available 5 Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imagery Aug 2, 2024 Binary Classification Brain Computer Interface
Code Code Available 5 IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments Nov 26, 2018 Autonomous Navigation Domain Adaptation
Code Code Available 5 Automatic Online Multi-Source Domain Adaptation Sep 5, 2021 Denoising Domain Adaptation
Code Code Available 5 IDANI: Inference-time Domain Adaptation via Neuron-level Interventions Jun 1, 2022 counterfactual Domain Adaptation
Code Code Available 5 Direct domain adaptation through reciprocal linear transformations Aug 17, 2021 Domain Adaptation
Code Code Available 5 Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation Aug 31, 2017 Domain Adaptation named-entity-recognition
Code Code Available 5 Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep Unrolling Sep 17, 2024 Anomaly Detection Domain Adaptation
Code Code Available 5 Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation May 17, 2021 Brain Tumor Segmentation Domain Adaptation
Code Code Available 5 DisasterNets: Embedding Machine Learning in Disaster Mapping Jun 16, 2023 Attribute Change Detection
Code Code Available 5 Cartoon Face Recognition: A Benchmark Dataset Jul 31, 2019 Domain Adaptation Face Detection
Code Code Available 5 Identifying Quantum Phase Transitions with Adversarial Neural Networks Oct 11, 2017 Domain Adaptation Feature Engineering
Code Code Available 5 Improving Span Representation for Domain-adapted Coreference Resolution Sep 20, 2021 coreference-resolution Coreference Resolution
Code Code Available 5 How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? Aug 1, 2021 Domain Adaptation Hallucination
Code Code Available 5 A Generalised Deep Meta-Learning Model for Automated Quality Control of Cardiovascular Magnetic Resonance Images Mar 23, 2023 Domain Adaptation Image Quality Assessment
Code Code Available 5 Homeomorphism Alignment for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 Cross-Lingual Vision-Language Navigation Oct 24, 2019 Domain Adaptation Navigate
Code Code Available 5 On Learning Invariant Representation for Domain Adaptation Jan 27, 2019 Domain Adaptation Representation Learning
Code Code Available 5 Hierarchical Optimal Transport for Unsupervised Domain Adaptation Dec 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification Apr 26, 2018 Classification Cross-Domain Text Classification
Code Code Available 5 HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective Priors Mar 10, 2025 Autonomous Driving Domain Adaptation
Code Code Available 5 Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning Jan 26, 2024 Domain Adaptation Language Modelling
Code Code Available 5 Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity May 5, 2022 Domain Adaptation Representation Learning
Code Code Available 5 Harnessing Out-Of-Distribution Examples via Augmenting Content and Style Jul 7, 2022 Data Augmentation Disentanglement
Code Code Available 5 On Characterizing the Trade-off in Invariant Representation Learning Sep 8, 2021 Attribute Domain Adaptation
Code Code Available 5 Discriminative Radial Domain Adaptation Jan 1, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 HierMUD: Hierarchical Multi-task Unsupervised Domain Adaptation between Bridges for Drive-by Damage Diagnosis Jul 23, 2021 Diagnostic Domain Adaptation
Code Code Available 5 GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation Feb 23, 2024 Contrastive Learning Domain Adaptation
Code Code Available 5 Guided Alignment Training for Topic-Aware Neural Machine Translation Jul 6, 2016 Decoder Domain Adaptation
Code Code Available 5 Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation Jan 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Automatic adaptation of object detectors to new domains using self-training Apr 15, 2019 Domain Adaptation Knowledge Distillation
Code Code Available 5 Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data Mar 26, 2025 Domain Adaptation Facial Expression Recognition
Code Code Available 5 3MOS: Multi-sources, Multi-resolutions, and Multi-scenes dataset for Optical-SAR image matching Apr 1, 2024 Domain Adaptation Visual Navigation
Code Code Available 5 Handling new target classes in semantic segmentation with domain adaptation Apr 2, 2020 Domain Adaptation Scene Segmentation
Code Code Available 5 Gradual Fine-Tuning for Low-Resource Domain Adaptation Mar 3, 2021 Domain Adaptation
Code Code Available 5 Open Set Domain Adaptation: Theoretical Bound and Algorithm Jul 19, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm Dec 17, 2024 Domain Adaptation Representation Learning
Code Code Available 5 DIRA: Dynamic Domain Incremental Regularised Adaptation Apr 30, 2022 Domain Adaptation image-classification
Code Code Available 5 Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Automated Utterance Labeling of Conversations Using Natural Language Processing Aug 12, 2022 Domain Adaptation
Code Code Available 5 Building Chinese Biomedical Language Models via Multi-Level Text Discrimination Oct 14, 2021 Domain Adaptation
Code Code Available 5 Cross-domain Semantic Parsing via Paraphrasing Apr 20, 2017 Diversity Domain Adaptation
Code Code Available 5 