Data Selection Strategies for Multi-Domain Sentiment Analysis Feb 8, 2017 Domain Adaptation Sentiment Analysis
Code Code Available Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging Jul 31, 2022 Domain Adaptation
Code Code Available Self-Train Before You Transcribe Jun 17, 2024 Domain Adaptation Language Modelling
Code Code Available Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Aug 5, 2024 Domain Adaptation Segmentation
Code Code Available Universal Semi-Supervised Semantic Segmentation Nov 26, 2018 Domain Adaptation Segmentation
Code Code Available The Role of Embedding Complexity in Domain-invariant Representations Oct 13, 2019 Domain Adaptation Sensitivity
Code Code Available Associative Domain Adaptation Aug 2, 2017 Domain Adaptation General Classification
Code Code Available Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space Jul 27, 2023 Dictionary Learning Domain Adaptation
Code Code Available Associative Alignment for Few-shot Image Classification Dec 11, 2019 Classification Domain Adaptation
Code Code Available Data Centric Domain Adaptation for Historical Text with OCR Errors Jul 2, 2021 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport Jun 23, 2020 Diversity Domain Adaptation
Code Code Available Self-training solutions for the ICCV 2023 GeoNet Challenge Nov 28, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Weakly Supervised Domain Adaptation for Built-up Region Segmentation in Aerial and Satellite Imagery Jul 5, 2020 Domain Adaptation image-classification
Code Code Available Multi-Source Domain Adaptation with Mixture of Experts Sep 7, 2018 Domain Adaptation Mixture-of-Experts
Code Code Available A denoised Mean Teacher for domain adaptive point cloud registration Jun 26, 2023 Computational Efficiency Denoising
Code Code Available Assessing Domain Gap for Continual Domain Adaptation in Object Detection Feb 21, 2023 Domain Adaptation object-detection
Code Code Available Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation Feb 9, 2024 Domain Adaptation Knowledge Distillation
Code Code Available FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation Dec 31, 2020 Autonomous Vehicles Diversity
Code Code Available Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation May 30, 2025 Domain Adaptation Image Segmentation
Code Code Available Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection Sep 12, 2023 Active Learning Domain Adaptation
Code Code Available Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Jan 5, 2018 Domain Adaptation Segmentation
Code Code Available Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic Segmentation Mar 2, 2023 Domain Adaptation Pseudo Label
Code Code Available Multi-Source Survival Domain Adaptation Dec 1, 2022 Domain Adaptation Survival Analysis
Code Code Available Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval Apr 5, 2019 Diagnostic Domain Adaptation
Code Code Available Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation Dec 6, 2022 Domain Adaptation Pseudo Label
Code Code Available Data Augmentation with Atomic Templates for Spoken Language Understanding Aug 28, 2019 Data Augmentation Decoder
Code Code Available DARLA: Improving Zero-Shot Transfer in Reinforcement Learning Jul 26, 2017 Deep Reinforcement Learning Domain Adaptation
Code Code Available DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns May 26, 2019 Domain Adaptation Recommendation Systems
Code Code Available Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation Jun 26, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available The TechQA Dataset Nov 8, 2019 Domain Adaptation Question Answering
Code Code Available When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation Jun 7, 2019 Data Augmentation Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Deep Neural-Network Jul 10, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images Apr 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available CalibNet: Geometrically Supervised Extrinsic Calibration using 3D Spatial Transformer Networks Mar 22, 2018 Camera Calibration Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Dynamic Clustering and Contrastive Refinement for Gait Recognition Jan 28, 2025 Clustering Domain Adaptation
Code Code Available FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems Jul 1, 2022 Domain Adaptation Fairness
Code Code Available Unpaired Multi-Domain Image Generation via Regularized Conditional GANs May 7, 2018 Domain Adaptation Image Generation
Code Code Available The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation Aug 17, 2023 Action Recognition Domain Adaptation
Code Code Available Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images Sep 1, 2021 Diagnostic Domain Adaptation
Code Code Available Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data May 10, 2024 Domain Adaptation Segmentation
Code Code Available DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion Dec 26, 2024 Decoder Domain Adaptation
Code Code Available Multi-Task Deep Neural Networks for Natural Language Understanding Jan 31, 2019 Domain Adaptation Language Modeling
Code Code Available When Unsupervised Domain Adaptation Meets Tensor Representations Jul 19, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization Jul 16, 2024 Abstractive Text Summarization Domain Adaptation
Code Code Available DAME: Domain Adaptation for Matching Entities Apr 20, 2022 Domain Adaptation Zero-Shot Learning
Code Code Available DALLMi: Domain Adaption for LLM-based Multi-label Classifier May 3, 2024 Domain Adaptation Language Modeling
Code Code Available Unsupervised Adaptation from Repeated Traversals for Autonomous Driving Mar 27, 2023 3D Object Detection Autonomous Driving
Code Code Available CAD Models to Real-World Images: A Practical Approach to Unsupervised Domain Adaptation in Industrial Object Classification Oct 7, 2023 Domain Adaptation Object
Code Code Available SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing Aug 1, 2021 Domain Adaptation Negation
Code Code Available Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation Aug 13, 2020 2D Pose Estimation Domain Adaptation
Code Code Available 