B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-Learning Jan 1, 2021 Domain Adaptation Meta-Learning
Code Code Available 5 K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning May 29, 2018 Domain Adaptation
Code Code Available 5 KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentation Dec 9, 2021 Binarization Domain Adaptation
Code Code Available 5 Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment May 7, 2024 Blind Image Quality Assessment Domain Adaptation
Code Code Available 5 Knowledge Mining and Transferring for Domain Adaptive Object Detection Jan 1, 2021 Attribute Domain Adaptation
Code Code Available 5 LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification Jun 8, 2023 Domain Adaptation Multi-Task Learning
Code Code Available 5 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 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 Joint Distribution Optimal Transportation for Domain Adaptation May 24, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images Apr 8, 2024 Contrastive Learning Decoder
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 Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild Feb 28, 2018 3D geometry All
Code Code Available 5 Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Jun 8, 2022 Attribute Classification
Code Code Available 5 AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Nov 16, 2022 Domain Adaptation Transfer Learning
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 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 5 Analysis of Pseudo-Labeling for Online Source-Free Universal Domain Adaptation Apr 16, 2025 Domain Adaptation Pseudo Label
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 Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation Nov 21, 2023 Domain Adaptation Drug Discovery
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 Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation May 16, 2020 Domain Adaptation Knowledge Distillation
Code Code Available 5 Bridging Domains with Approximately Shared Features Mar 11, 2024 Domain Adaptation feature selection
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 Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Apr 3, 2019 Domain Adaptation Domain Adaptive Person Re-Identification
Code Code Available 5 AdaTreeFormer: Few Shot Domain Adaptation for Tree Counting from a Single High-Resolution Image Feb 5, 2024 Domain Adaptation
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 Interpretations of Domain Adaptations via Layer Variational Analysis Feb 3, 2023 Domain Adaptation Transfer Learning
Code Code Available 5 Bridging Adversarial and Statistical Domain Transfer via Spectral Adaptation Networks Feb 25, 2021 Domain Adaptation
Code Code Available 5 Interpreting Sentiment Composition with Latent Semantic Tree Aug 31, 2023 Classification Domain Adaptation
Code Code Available 5 Bridge then Begin Anew: Generating Target-relevant Intermediate Model for Source-free Visual Emotion Adaptation Dec 18, 2024 Domain Adaptation Emotion Recognition
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 Bridge-Based Active Domain Adaptation for Aspect Term Extraction Aug 1, 2021 Domain Adaptation Term Extraction
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 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 Interactive Learning for Semantic Segmentation in Earth Observation Sep 23, 2020 Domain Adaptation Earth Observation
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 Instance Weighting for Neural Machine Translation Domain Adaptation Sep 1, 2017 Domain Adaptation Machine Translation
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 Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation Oct 1, 2022 Domain Adaptation Machine Translation
Code Code Available 5 Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER Jul 1, 2018 Domain Adaptation Machine Translation
Code Code Available 5 Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Jun 26, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot Detection Jun 12, 2025 Domain Adaptation GRAPH DOMAIN ADAPTATION
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 ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Mar 14, 2022 Attribute Domain Adaptation
Code Code Available 5 Bootstrapping via Graph Propagation Jul 1, 2012 Domain Adaptation
Code Code Available 5 Model Transferability With Responsive Decision Subjects Jul 13, 2021 BIG-bench Machine Learning 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 Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation Sep 25, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation Feb 28, 2024 Data Augmentation Domain Adaptation
Code Code Available 5 