Towards Audio Domain Adaptation for Acoustic Scene Classification using Disentanglement Learning Oct 26, 2021 Acoustic Scene Classification Disentanglement
Code Code Available Cross-Lingual Vision-Language Navigation Oct 24, 2019 Domain Adaptation Navigate
Code Code Available Towards Better Domain Adaptation for Self-supervised Models: A Case Study of Child ASR Apr 28, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation Jan 1, 2023 Adversarial Robustness Data Augmentation
Code Code Available Enhancing Egocentric 3D Pose Estimation with Third Person Views Jan 6, 2022 3D Pose Estimation Domain Adaptation
Code Code Available On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods Dec 21, 2023 Domain Adaptation Point Cloud Registration
Code Code Available On Regularization Parameter Estimation under Covariate Shift Jul 31, 2016 Domain Adaptation L2 Regularization
Code Code Available Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation May 17, 2025 Domain Adaptation Image Segmentation
Code Code Available Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Vicinal and categorical domain adaptation Mar 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Short Answer Grading: When Sorting Helps and When it Doesn't May 1, 2015 Domain Adaptation
Code Code Available On statistic alignment for domain adaptation in structural health monitoring May 24, 2022 Density Estimation Domain Adaptation
Code Code Available Enhancing Counterfactual Classification via Self-Training Dec 8, 2021 Classification counterfactual
Code Code Available 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 Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Apr 29, 2018 Domain Adaptation Transfer Learning
Code Code Available On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation Feb 1, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning Jan 23, 2019 Domain Adaptation object-detection
Code Code Available Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain Adaptation May 30, 2025 Data Augmentation Domain Adaptation
Code Code Available Zero-Shot Transfer Learning for Structural Health Monitoring using Generative Adversarial Networks and Spectral Mapping Dec 7, 2022 Domain Adaptation Generative Adversarial Network
Code Code Available Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation Training Aug 14, 2024 Domain Adaptation Image Augmentation
Code Code Available Cross-domain Semantic Parsing via Paraphrasing Apr 20, 2017 Diversity Domain Adaptation
Code Code Available SIDDA: SInkhorn Dynamic Domain Adaptation for Image Classification with Equivariant Neural Networks Jan 23, 2025 Domain Adaptation image-classification
Code Code Available SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation Oct 13, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction based on Semi-Supervised Contrastive Learning Oct 9, 2022 Contrastive Learning Domain Adaptation
Code Code Available On the Evaluation and Real-World Usage Scenarios of Deep Vessel Segmentation for Retinography Sep 9, 2019 Domain Adaptation
Code Code Available Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation Feb 20, 2022 Domain Adaptation EEG
Code Code Available On Characterizing the Trade-off in Invariant Representation Learning Sep 8, 2021 Attribute Domain Adaptation
Code Code Available Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery Nov 24, 2017 Domain Adaptation Multi-Task Learning
Code Code Available AdaTreeFormer: Few Shot Domain Adaptation for Tree Counting from a Single High-Resolution Image Feb 5, 2024 Domain Adaptation
Code Code Available Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation Nov 21, 2023 Domain Adaptation Drug Discovery
Code Code Available ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation Oct 22, 2023 Domain Adaptation MRI segmentation
Code Code Available Bridging Domains with Approximately Shared Features Mar 11, 2024 Domain Adaptation feature selection
Code Code Available Video Summarization with Long Short-term Memory May 26, 2016 Domain Adaptation Structured Prediction
Code Code Available AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data Augmentation Dec 17, 2022 Data Augmentation Domain Adaptation
Code Code Available WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition Dec 7, 2022 Cross-Lingual NER Domain Adaptation
Code Code Available On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture Recognition Dec 18, 2019 Domain Adaptation Gesture Recognition
Code Code Available Unsupervised Domain Adaptive Person Search via Dual Self-Calibration Dec 21, 2024 Domain Adaptation Person Search
Code Code Available Aligning Hyperbolic Representations: an Optimal Transport-based approach Dec 2, 2020 Domain Adaptation Ontology Matching
Code Code Available Enhanced Cross-Dataset Electroencephalogram-based Emotion Recognition using Unsupervised Domain Adaptation Nov 19, 2024 Domain Adaptation EEG
Code Code Available Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation Nov 19, 2018 Domain Adaptation Partial Domain Adaptation
Code Code Available On the Transferability of Learning Models for Semantic Segmentation for Remote Sensing Data Oct 16, 2023 Domain Adaptation Semantic Segmentation
Code Code Available English Please: Evaluating Machine Translation with Large Language Models for Multilingual Bug Reports Feb 20, 2025 Domain Adaptation Language Identification
Code Code Available Cross-Domain NER using Cross-Domain Language Modeling Jul 1, 2019 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems Oct 12, 2020 Decoder Domain Adaptation
Code Code Available Towards Example-Based NMT with Multi-Levenshtein Transformers Oct 13, 2023 Domain Adaptation Imitation Learning
Code Code Available Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation Apr 18, 2022 Deep Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation Approaches for Chessboard Recognition Oct 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping Apr 23, 2024 Domain Adaptation Neural Architecture Search
Code Code Available Visual-based Autonomous Driving Deployment from a Stochastic and Uncertainty-aware Perspective Mar 3, 2019 Autonomous Driving Domain Adaptation
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