Boosting Domain Adaptation by Discovering Latent Domains May 3, 2018 Domain Adaptation
Code Code Available 5 Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification Aug 30, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 5 Boosting Cross-Domain Speech Recognition with Self-Supervision Jun 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation Aug 28, 2018 Domain Adaptation
Code Code Available 5 Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model Nov 8, 2024 Decoder Domain Adaptation
Code Code Available 5 Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Jul 26, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Jun 8, 2022 Attribute Classification
Code Code Available 5 Adaptor: Objective-Centric Adaptation Framework for Language Models Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping May 25, 2020 Domain Adaptation Management
Code Code Available 5 "I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities Dec 26, 2024 Domain Adaptation Language Modeling
Code Code Available 5 JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Jan 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Jul 8, 2019 Domain Adaptation Multi-target Domain Adaptation
Code Code Available 5 AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation Mar 25, 2025 Domain Adaptation GPU
Code Code Available 5 Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Aug 25, 2023 Domain Adaptation image-classification
Code Code Available 5 Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation Oct 1, 2022 Domain Adaptation Machine Translation
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 Investigating Generalization in Neural Networks under Optimally Evolved Training Perturbations Mar 14, 2020 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 Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Apr 3, 2019 Domain Adaptation Domain Adaptive Person Re-Identification
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 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 Joint Distribution Optimal Transportation for Domain Adaptation May 24, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Kneser-Ney Smoothing on Expected Counts Jun 1, 2014 Domain Adaptation Language Modelling
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 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 5 Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation Mar 5, 2025 Contrastive Learning Domain Adaptation
Code Code Available 5 BiPC: Bidirectional Probability Calibration for Unsupervised Domain Adaption Sep 29, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA Jun 1, 2021 Domain Adaptation Relation Extraction
Code Code Available 5 All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation Mar 26, 2019 All Domain Adaptation
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 Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud Jul 18, 2023 CPU Decision Making
Code Code Available 5 Interactive Learning for Semantic Segmentation in Earth Observation Sep 23, 2020 Domain Adaptation Earth Observation
Code Code Available 5 BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Feb 26, 2022 Domain Adaptation Machine Reading Comprehension
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 BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation Aug 6, 2021 Domain Adaptation Scene Segmentation
Code Code Available 5 Instance Weighting for Neural Machine Translation Domain Adaptation Sep 1, 2017 Domain Adaptation Machine Translation
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 Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient Alignment Oct 21, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 A Batch Normalization Classifier for Domain Adaptation Mar 22, 2021 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 Interpretations of Domain Adaptations via Layer Variational Analysis Feb 3, 2023 Domain Adaptation Transfer Learning
Code Code Available 5 Aligning Hyperbolic Representations: an Optimal Transport-based approach Dec 2, 2020 Domain Adaptation Ontology Matching
Code Code Available 5 Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels Aug 7, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Model Transferability With Responsive Decision Subjects Jul 13, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available 5 Bidirectional Domain Adaptation Using Weighted Multi-Task Learning Aug 1, 2021 Domain Adaptation Multi-Task Learning
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 Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Aug 5, 2024 Domain Adaptation 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 AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
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 