DODA: Diffusion for Object-detection Domain Adaptation in Agriculture Mar 27, 2024 Domain Adaptation Head Detection
Code Code Available 5 Contrastive Learning for Unsupervised Domain Adaptation of Time Series Jun 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Domain Adaptation as a Problem of Inference on Graphical Models Feb 9, 2020 Bayesian Inference Domain Adaptation
Code Code Available 5 Contrastive Mean Teacher for Domain Adaptive Object Detectors May 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 Learning Conditional Invariances through Non-Commutativity Feb 18, 2024 Domain Adaptation
Code Code Available 5 Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Jul 1, 2023 Decoder Domain Adaptation
Code Code Available 5 Clustering Effect of (Linearized) Adversarial Robust Models Nov 25, 2021 Adversarial Robustness Clustering
Code Code Available 5 Learning Across Tasks and Domains Apr 9, 2019 Depth Estimation Domain Adaptation
Code Code Available 5 Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview Aug 14, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence Jul 26, 2024 Active Learning Computational Efficiency
Code Code Available 5 Clustered Federated Learning via Embedding Distributions Jun 9, 2025 Clustering Domain Adaptation
Code Code Available 5 Enhancing Neural Network Representations with Prior Knowledge-Based Normalization Mar 25, 2024 Clustering Domain Adaptation
Code Code Available 5 Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Mar 24, 2019 Clustering Domain Adaptation
Code Code Available 5 Learnable Data Augmentation for One-Shot Unsupervised Domain Adaptation Oct 3, 2023 Data Augmentation Decoder
Code Code Available 5 LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Dec 20, 2024 Domain Adaptation Few-Shot Learning
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 Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction Jul 1, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Language Identification with a Reciprocal Rank Classifier Sep 20, 2021 Domain Adaptation Language Identification
Code Code Available 5 Large-Scale Optimal Transport and Mapping Estimation Nov 7, 2017 Domain Adaptation
Code Code Available 5 Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Apr 6, 2021 Autonomous Driving Clustering
Code Code Available 5 An Unsupervised Neural Attention Model for Aspect Extraction Jul 1, 2017 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 5 Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available 5 KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records Aug 1, 2017 All Domain Adaptation
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 Label Noise: Ignorance Is Bliss Oct 31, 2024 Domain Adaptation
Code Code Available 5 Known-class Aware Self-ensemble for Open Set Domain Adaptation May 3, 2019 Domain Adaptation
Code Code Available 5 A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation Jun 14, 2023 Diagnostic 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 KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation Jun 11, 2021 Domain Adaptation Segmentation
Code Code Available 5 Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation Feb 3, 2023 Blended-target Domain Adaptation Domain Adaptation
Code Code Available 5 Kneser-Ney Smoothing on Expected Counts Jun 1, 2014 Domain Adaptation Language Modelling
Code Code Available 5 Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations Jun 23, 2021 Domain Adaptation image-classification
Code Code Available 5 Kernel Manifold Alignment Apr 9, 2015 Computational Efficiency Domain Adaptation
Code Code Available 5 Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification May 12, 2022 Domain Adaptation Knowledge Distillation
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 Contextualized Semantic Distance between Highly Overlapped Texts Oct 4, 2021 Domain Adaptation Language Modeling
Code Code Available 5 K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning May 29, 2018 Domain Adaptation
Code Code Available 5 Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation May 16, 2020 Domain Adaptation Knowledge Distillation
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 Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER Jul 1, 2018 Domain Adaptation Machine Translation
Code Code Available 5 Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation Jul 29, 2020 Domain Adaptation Unsupervised 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 CLANet: A Comprehensive Framework for Cross-Batch Cell Line Identification Using Brightfield Images Jun 28, 2023 Domain Adaptation Multiple Instance Learning
Code Code Available 5 Chunk-based Nearest Neighbor Machine Translation May 24, 2022 Domain Adaptation Language Modeling
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 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 JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Jan 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Jun 8, 2022 Attribute Classification
Code Code Available 5 Joint Distribution Optimal Transportation for Domain Adaptation May 24, 2017 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 