Exploring Adversarially Robust Training for Unsupervised Domain Adaptation Feb 18, 2022 Adversarial Defense Adversarial Robustness
Code Code Available Combining inherent knowledge of vision-language models with unsupervised domain adaptation through strong-weak guidance Dec 7, 2023 Domain Adaptation Knowledge Distillation
Code Code Available Balanced joint maximum mean discrepancy for deep transfer learning May 27, 2020 Domain Adaptation Image Classification
Code Code Available EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments Jul 24, 2024 Domain Adaptation Fault Diagnosis
Code Code Available ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks Jul 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Backprop Induced Feature Weighting for Adversarial Domain Adaptation with Iterative Label Distribution Alignment Jan 1, 2023 Classification Domain Adaptation
Code Code Available EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer Jul 31, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Hallucinating Agnostic Images to Generalize Across Domains Aug 3, 2018 Domain Adaptation Domain Generalization
Code Code Available Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking Jan 25, 2023 Domain Adaptation Multi-Object Tracking
Code Code Available Enhanced Cross-Dataset Electroencephalogram-based Emotion Recognition using Unsupervised Domain Adaptation Nov 19, 2024 Domain Adaptation EEG
Code Code Available Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification Dec 3, 2019 Clustering Miscellaneous
Code Code Available Collaborative and Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Dec 15, 2022 Domain Adaptation Representation Learning
Code Code Available Reducing Domain Gap by Reducing Style Bias Oct 25, 2019 Domain Adaptation Domain Generalization
Code Code Available A Weight-aware-based Multi-source Unsupervised Domain Adaptation Method for Human Motion Intention Recognition Apr 19, 2024 Domain Adaptation Intent Detection
Code Code Available Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Oct 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning Oct 31, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning May 28, 2024 Domain Adaptation Instruction Following
Code Code Available RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Oct 21, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation Jul 29, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Adaptor: Objective-Centric Adaptation Framework for Language Models Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available AVATAR: Adversarial self-superVised domain Adaptation network for TARget domain Apr 28, 2023 Deep Clustering Domain Adaptation
Code Code Available MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds Apr 4, 2023 Autonomous Driving Domain Adaptation
Code Code Available Transferable Normalization: Towards Improving Transferability of Deep Neural Networks Dec 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation May 4, 2023 counterfactual Domain Adaptation
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