Handling new target classes in semantic segmentation with domain adaptation Apr 2, 2020 Domain Adaptation Scene Segmentation
Code Code Available Unsupervised and Interpretable Domain Adaptation to Rapidly Filter Tweets for Emergency Services Mar 4, 2020 Domain Adaptation Multi-Task Learning
Code Code Available Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples May 16, 2018 Domain Adaptation
Code Code Available Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization Jun 17, 2025 Computational Efficiency Denoising
Code Code Available Cycle-consistent Conditional Adversarial Transfer Networks Sep 17, 2019 Domain Adaptation Transfer Learning
Code Code Available Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages Oct 23, 2024 Automatic Post-Editing Data Augmentation
Code Code Available News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Jun 18, 2024 Cross-Lingual Transfer Domain Adaptation
Code Code Available TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation Jun 11, 2021 Domain Adaptation
Code Code Available BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic Segmentation Aug 31, 2023 Autonomous Driving Domain Adaptation
Code Code Available Exploring Object Relation in Mean Teacher for Cross-Domain Detection Apr 25, 2019 Domain Adaptation Relation
Code Code Available Cycle-Balanced Representation Learning For Counterfactual Inference Oct 29, 2021 counterfactual Counterfactual Inference
Code Code Available CycDA: Unsupervised Cycle Domain Adaptation from Image to Video Mar 30, 2022 Action Recognition Domain Adaptation
Code Code Available Semi-supervised Domain Adaptive Structure Learning Dec 12, 2021 Domain Adaptation Representation Learning
Code Code Available Semi-Supervised Domain Generalization for Object Detection via Language-Guided Feature Alignment Sep 24, 2023 Descriptive Domain Adaptation
Code Code Available Unsupervised and self-adaptative techniques for cross-domain person re-identification Mar 21, 2021 Decision Making Domain Adaptation
Code Code Available Unsupervised domain adaptation with non-stochastic missing data Sep 16, 2021 Classification Domain Adaptation
Code Code Available Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling Jun 20, 2024 Disentanglement Domain Adaptation
Code Code Available Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEG Nov 6, 2022 Domain Adaptation EEG
Code Code Available Noise May Contain Transferable Knowledge: Understanding Semi-supervised Heterogeneous Domain Adaptation from an Empirical Perspective Feb 19, 2025 Domain Adaptation Transfer Learning
Code Code Available All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation Mar 26, 2019 All Domain Adaptation
Code Code Available Noise transfer for unsupervised domain adaptation of retinal OCT images Sep 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Exploring Adversarially Robust Training for Unsupervised Domain Adaptation Feb 18, 2022 Adversarial Defense Adversarial Robustness
Code Code Available NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification May 18, 2023 Domain Adaptation Machine Translation
Code Code Available Exploiting Semantic Localization in Highly Dynamic Wireless Networks Using Deep Homoscedastic Domain Adaptation Oct 11, 2023 Domain Adaptation Representation Learning
Code Code Available Learning Smooth Representation for Unsupervised Domain Adaptation May 26, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Semi-Supervised Learning by Augmented Distribution Alignment May 20, 2019 Domain Adaptation Semi-Supervised Image Classification
Code Code Available CyCADA: Cycle-Consistent Adversarial Domain Adaptation Nov 8, 2017 Domain Adaptation Image-to-Image Translation
Code Code Available Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation Jun 12, 2020 Anomaly Detection Density Ratio Estimation
Code Code Available Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification Sep 4, 2019 Acoustic Scene Classification BIG-bench Machine Learning
Code Code Available Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection Jun 1, 2023 Contrastive Learning Domain Adaptation
Code Code Available Aspect-augmented Adversarial Networks for Domain Adaptation Jan 1, 2017 Domain Adaptation General Classification
Code Code Available Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation Jul 6, 2019 Benchmarking Domain Adaptation
Code Code Available Exploiting Aggregation and Segregation of Representations for Domain Adaptive Human Pose Estimation Dec 29, 2024 Domain Adaptation Pose Estimation
Code Code Available Semi-Supervised Learning with Pseudo-Negative Labels for Image Classification Jan 10, 2023 Domain Adaptation image-classification
Code Code Available Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution May 1, 2018 Authorship Attribution Domain Adaptation
Code Code Available A Simple Domain Shifting Networkfor Generating Low Quality Images Jun 30, 2020 Classification Domain Adaptation
Code Code Available Example-based Hypernetworks for Out-of-Distribution Generalization Mar 27, 2022 Decoder Domain Adaptation
Code Code Available Cross-hospital Sepsis Early Detection via Semi-supervised Optimal Transport with Self-paced Ensemble Jun 18, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for Documentaries May 9, 2025 Domain Adaptation Machine Translation
Code Code Available Examining Temporality in Document Classification Jul 1, 2018 Classification Document Classification
Code Code Available Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Jul 29, 2017 Autonomous Driving Domain Adaptation
Code Code Available B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-Learning Jan 1, 2021 Domain Adaptation Meta-Learning
Code Code Available Topology-Aware Modeling for Unsupervised Simulation-to-Reality Point Cloud Recognition Jun 26, 2025 Contrastive Learning Domain Adaptation
Code Code Available EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments Jul 24, 2024 Domain Adaptation Fault Diagnosis
Code Code Available Semi-supervised representation learning via dual autoencoders for domain adaptation Aug 4, 2019 Denoising Domain Adaptation
Code Code Available Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge Feb 2, 2024 Domain Adaptation Speech Enhancement
Code Code Available Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources Nov 17, 2020 Domain Adaptation Generative Adversarial Network
Code Code Available Event Detection and Domain Adaptation with Convolutional Neural Networks Jul 1, 2015 Domain Adaptation Event Detection
Code Code Available Evaluating Tokenizers Impact on OOVs Representation with Transformers Models Jun 1, 2022 Anatomy Domain Adaptation
Code Code Available Curriculum based Dropout Discriminator for Domain Adaptation Jul 24, 2019 Domain Adaptation
Code Code Available 