Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation Feb 19, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Improve Unsupervised Domain Adaptation with Mixup Training Jan 3, 2020 Activity Recognition Domain Adaptation
— Unverified Improved Techniques for Adversarial Discriminative Domain Adaptation Sep 10, 2018 Denoising Domain Adaptation
— Unverified DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation May 21, 2021 Domain Adaptation Semantic Segmentation
— Unverified Improving Automated Program Repair with Domain Adaptation Dec 21, 2022 Domain Adaptation Program Repair
— Unverified DA-VSR: Domain Adaptable Volumetric Super-Resolution For Medical Images Oct 11, 2022 Domain Adaptation Image Super-Resolution
— Unverified Improving both domain robustness and domain adaptability in machine translation Jan 16, 2022 Domain Adaptation Machine Translation
— Unverified Improving Cause-of-Death Classification from Verbal Autopsy Reports Oct 31, 2022 Classification Domain Adaptation
— Unverified Improving Citation Polarity Classification with Product Reviews Jun 1, 2014 Classification Domain Adaptation
— Unverified Improving colonoscopy lesion classification using semi-supervised deep learning Sep 7, 2020 Classification Deep Learning
— Unverified Improving cross-domain dependency parsing with dependency-derived clusters May 1, 2015 Dependency Parsing Domain Adaptation
— Unverified Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Mar 30, 2022 Domain Adaptation
— Unverified Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations Apr 6, 2022 Contrastive Learning Domain Adaptation
— Unverified Improving Document-Level Neural Machine Translation with Domain Adaptation Jul 1, 2020 Domain Adaptation Machine Translation
— Unverified Improving Domain Adaptation for Machine Translation withTranslation Pieces Aug 1, 2019 Domain Adaptation Machine Translation
— Unverified Improving Domain Adaptation Through Class Aware Frequency Transformation Jul 28, 2024 Domain Adaptation Pseudo Label
— Unverified Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Sep 2, 2019 Autonomous Driving Domain Adaptation
— Unverified Improving Domain Adaptation Translation with Domain Invariant and Specific Information Apr 8, 2019 Decoder Domain Adaptation
— Unverified Improving Domain Generalization on Gaze Estimation via Branch-out Auxiliary Regularization May 2, 2024 Domain Adaptation Domain Generalization
— Unverified Improving domain-specific SMT for low-resourced languages using data from different domains May 1, 2018 Domain Adaptation Language Modeling
— Unverified Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation Dec 5, 2024 Contrastive Learning Domain Adaptation
— Unverified Enhancing Visual Domain Adaptation with Source Preparation Jun 16, 2023 Domain Adaptation object-detection
— Unverified Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods Dec 1, 2024 Domain Adaptation Lesion Classification
— Unverified Enhancing Synthetic Training Data for Speech Commands: From ASR-Based Filtering to Domain Adaptation in SSL Latent Space Sep 19, 2024 Automatic Speech Recognition Data Augmentation
— Unverified Continuous Manifold Based Adaptation for Evolving Visual Domains Jun 1, 2014 Domain Adaptation
— Unverified Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection Feb 16, 2025 Domain Adaptation Transfer Learning
— Unverified HD Maps are Lane Detection Generalizers: A Novel Generative Framework for Single-Source Domain Generalization Nov 28, 2023 Diversity Domain Adaptation
— Unverified Improving Λ Signal Extraction with Domain Adaptation via Normalizing Flows Mar 21, 2024 Domain Adaptation
— Unverified Decentralized Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation Mar 22, 2025 Dictionary Learning Domain Adaptation
— Unverified Improving MT System Using Extracted Parallel Fragments of Text from Comparable Corpora Aug 1, 2013 Domain Adaptation Machine Translation
— Unverified Improving Multilingual Neural Machine Translation System for Indic Languages Sep 27, 2022 Domain Adaptation Machine Translation
— Unverified Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation May 8, 2024 Contrastive Learning Domain Adaptation
— Unverified Improving Multi-turn Task Completion in Task-Oriented Dialog Systems via Prompt Chaining and Fine-Grained Feedback Feb 18, 2025 Domain Adaptation Informativeness
— Unverified Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation Oct 7, 2019 Data Augmentation Diversity
— Unverified The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation Jan 2, 2021 Decoder Domain Adaptation
— Unverified Improving Online Source-free Domain Adaptation for Object Detection by Unsupervised Data Acquisition Oct 30, 2023 Autonomous Vehicles Domain Adaptation
— Unverified Joint Source-Environment Adaptation for Deep Learning-Based Underwater Acoustic Source Ranging Mar 30, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Decomposable Neural Paraphrase Generation Jun 24, 2019 Domain Adaptation Paraphrase Generation
— Unverified KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes May 26, 2021 Autonomous Driving Density Ratio Estimation
— Unverified Improving Robustness and Generality of NLP Models Using Disentangled Representations Sep 21, 2020 Domain Adaptation Representation Learning
— Unverified Decomposition-Based Domain Adaptation for Real-World Font Recognition Dec 18, 2014 Domain Adaptation Font Recognition
— Unverified A Lightweight Multi-Expert Generative Language Model System for Engineering Information and Knowledge Extraction May 27, 2025 Domain Adaptation Hallucination
— Unverified Enhancing radioisotope identification in gamma spectra via supervised domain adaptation Dec 10, 2024 Domain Adaptation Transfer Learning
— Unverified Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Nov 21, 2023 Domain Adaptation Domain Generalization
— Unverified A Survey of Unsupervised Domain Adaptation for Visual Recognition Dec 13, 2021 Domain Adaptation Survey
— Unverified Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation Jan 18, 2024 Domain Adaptation Emotion Recognition
— Unverified Improving speech recognition models with small samples for air traffic control systems Feb 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Oct 6, 2022 Domain Adaptation Information Retrieval
— Unverified Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction May 11, 2025 Domain Adaptation
— Unverified Enhancing Medical Named Entity Recognition with Features Derived from Unsupervised Methods Apr 1, 2014 Domain Adaptation Medical Named Entity Recognition
— Unverified 