Gradual Source Domain Expansion for Unsupervised Domain Adaptation Nov 16, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 Gradually Vanishing Bridge for Adversarial Domain Adaptation Mar 30, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Feb 14, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mar 7, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation Jul 27, 2023 Domain Adaptation Medical Image Analysis
Code Code Available 5 Temporal Attentive Alignment for Large-Scale Video Domain Adaptation Jul 30, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available 5 HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Dec 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 MILA: Memory-Based Instance-Level Adaptation for Cross-Domain Object Detection Sep 3, 2023 Domain Adaptation object-detection
Code Code Available 5 Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment Mar 8, 2023 Domain Adaptation Transfer Learning
Code Code Available 5 Towards Accurate and Robust Domain Adaptation under Noisy Environments Apr 27, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning Jun 17, 2022 2D Semantic Segmentation Depth Estimation
Code Code Available 5 Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer Aug 21, 2023 Domain Generalization Style Transfer
Code Code Available 5 Joint Contrastive Learning for Unsupervised Domain Adaptation Jun 18, 2020 Contrastive Learning Domain Adaptation
Code Code Available 5 Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available 5 C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Mar 30, 2023 Domain Adaptation Memorization
Code Code Available 5 Incremental Unsupervised Domain-Adversarial Training of Neural Networks Jan 13, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation Oct 21, 2021 Autonomous Vehicles Domain Adaptation
Code Code Available 5 Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Apr 13, 2021 Domain Adaptation Incremental Learning
Code Code Available 5 Transporting Causal Mechanisms for Unsupervised Domain Adaptation Jul 23, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available 5 Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering Jun 23, 2020 Classification Clustering
Code Code Available 5 Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation Apr 3, 2021 Clustering Domain Adaptation
Code Code Available 5 Instance Adaptive Self-Training for Unsupervised Domain Adaptation Aug 27, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Cycle Self-Training for Domain Adaptation Mar 5, 2021 Domain Adaptation Sentiment Analysis
Code Code Available 5 Cycle-StarNet: Bridging the gap between theory and data by leveraging large datasets Jul 6, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network Dec 1, 2018 Domain Adaptation Face Recognition
Code Code Available 5 UDApter -- Efficient Domain Adaptation Using Adapters Feb 7, 2023 Domain Adaptation Language Modeling
Code Code Available 5 DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Apr 17, 2024 Anomaly Detection Contrastive Learning
Code Code Available 5 DACS: Domain Adaptation via Cross-domain Mixed Sampling Jul 17, 2020 Domain Adaptation Semantic Segmentation
Code Code Available 5 Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Jun 10, 2024 Denoising Domain Adaptation
Code Code Available 5 Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Jul 20, 2020 Domain Adaptation Person Re-Identification
Code Code Available 5 BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available 5 Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Nov 17, 2020 Domain Adaptation Segmentation
Code Code Available 5 Joint Distribution Alignment via Adversarial Learning for Domain Adaptive Object Detection Sep 19, 2021 Domain Adaptation Object
Code Code Available 5 DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Nov 29, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Knowledge Distillation for BERT Unsupervised Domain Adaptation Oct 22, 2020 Domain Adaptation General Classification
Code Code Available 5 Unsupervised Domain Adaptation by Backpropagation Sep 26, 2014 Domain Adaptation image-classification
Code Code Available 5 KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation Nov 19, 2020 Domain Adaptation Knowledge Distillation
Code Code Available 5 DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Mar 23, 2023 Domain Adaptation regression
Code Code Available 5 DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Jan 1, 2023 Domain Adaptation regression
Code Code Available 5 A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation Jan 22, 2020 Domain Adaptation Language Modeling
Code Code Available 5 VLLaVO: Mitigating Visual Gap through LLMs Jan 6, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Jul 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available 5 Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 What is the Added Value of UDA in the VFM Era? Apr 25, 2025 Autonomous Driving Domain Adaptation
Code Code Available 5 