Data Centric Domain Adaptation for Historical Text with OCR Errors Jul 2, 2021 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available 5 Data Augmentation with Atomic Templates for Spoken Language Understanding Aug 28, 2019 Data Augmentation Decoder
Code Code Available 5 Investigating Generalization in Neural Networks under Optimally Evolved Training Perturbations Mar 14, 2020 Domain Adaptation
Code Code Available 5 Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Jul 22, 2024 Domain Adaptation image-classification
Code Code Available 5 Interactive Learning for Semantic Segmentation in Earth Observation Sep 23, 2020 Domain Adaptation Earth Observation
Code Code Available 5 Iterative pseudo-forced alignment by acoustic CTC loss for self-supervised ASR domain adaptation Oct 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors May 14, 2018 Document Classification Domain Adaptation
Code Code Available 5 A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements May 6, 2019 Domain Adaptation Imputation
Code Code Available 5 Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework Jun 10, 2025 Domain Adaptation Intent Detection
Code Code Available 5 Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning Oct 6, 2021 Decoder Domain Adaptation
Code Code Available 5 Instance Weighting for Neural Machine Translation Domain Adaptation Sep 1, 2017 Domain Adaptation Machine Translation
Code Code Available 5 Data Selection Strategies for Multi-Domain Sentiment Analysis Feb 8, 2017 Domain Adaptation Sentiment Analysis
Code Code Available 5 Benchmarking pre-trained text embedding models in aligning built asset information Nov 18, 2024 Asset Management Benchmarking
Code Code Available 5 Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo Retrieval Nov 26, 2022 Domain Adaptation Image Retrieval
Code Code Available 5 Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation Mar 5, 2025 Contrastive Learning Domain Adaptation
Code Code Available 5 Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems Mar 12, 2024 Domain Adaptation Hallucination
Code Code Available 5 Data Valuation using Reinforcement Learning Sep 25, 2019 Data Valuation Domain Adaptation
Code Code Available 5 DATE: Domain Adaptive Product Seeker for E-commerce Apr 7, 2023 Domain Adaptation Retrieval
Code Code Available 5 Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation Sep 25, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA Apr 7, 2020 Domain Adaptation named-entity-recognition
Code Code Available 5 DARLA: Improving Zero-Shot Transfer in Reinforcement Learning Jul 26, 2017 Deep Reinforcement Learning Domain Adaptation
Code Code Available 5 In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Dec 8, 2020 Domain Adaptation Time Series
Code Code Available 5 Model Transferability With Responsive Decision Subjects Jul 13, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available 5 DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns May 26, 2019 Domain Adaptation Recommendation Systems
Code Code Available 5 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 5 Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings Aug 1, 2019 Active Learning Domain Adaptation
Code Code Available 5 DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion Dec 26, 2024 Decoder Domain Adaptation
Code Code Available 5 Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning Oct 18, 2021 Diagnostic Domain Adaptation
Code Code Available 5 Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation Apr 19, 2023 Domain Adaptation Transfer Learning
Code Code Available 5 Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers Sep 6, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available 5 Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation Oct 6, 2022 Domain Adaptation Language Modeling
Code Code Available 5 Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Dec 28, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation Mar 27, 2024 Domain Adaptation Knowledge Distillation
Code Code Available 5 KunquDB: An Attempt for Speaker Verification in the Chinese Opera Scenario Mar 20, 2024 Domain Adaptation Speaker Verification
Code Code Available 5 Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation Aug 12, 2019 Domain Adaptation MRI segmentation
Code Code Available 5 Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Improving Rumor Detection by Class-based Adversarial Domain Adaptation Oct 1, 2023 Domain Adaptation Event Detection
Code Code Available 5 BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction Jan 25, 2024 Domain Adaptation
Code Code Available 5 Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation Nov 1, 2019 Data Augmentation Diversity
Code Code Available 5 Improving land cover segmentation across satellites using domain adaptation Nov 25, 2019 Domain Adaptation Earth Observation
Code Code Available 5 DAME: Domain Adaptation for Matching Entities Apr 20, 2022 Domain Adaptation Zero-Shot Learning
Code Code Available 5 Improving Generalization Ability for 3D Object Detection by Learning Sparsity-invariant Features Feb 4, 2025 3D Object Detection Autonomous Driving
Code Code Available 5 Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models Dec 7, 2023 Domain Adaptation Medical Report Generation
Code Code Available 5 Improving Span Representation for Domain-adapted Coreference Resolution Sep 20, 2021 coreference-resolution Coreference Resolution
Code Code Available 5 Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain Adaptation Mar 20, 2023 Diversity Domain Adaptation
Code Code Available 5 De-Confusing Pseudo-Labels in Source-Free Domain Adaptation Jan 3, 2024 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations Aug 27, 2024 Adversarial Robustness Android Malware Detection
Code Code Available 5 DALLMi: Domain Adaption for LLM-based Multi-label Classifier May 3, 2024 Domain Adaptation Language Modeling
Code Code Available 5 DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising Dec 11, 2024 Denoising Domain Adaptation
Code Code Available 5 Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Jun 6, 2024 Domain Adaptation
Code Code Available 5 