Adversarial Reweighting with α-Power Maximization for Domain Adaptation Apr 26, 2024 Domain Adaptation Test-time Adaptation
Code Code Available 5 Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning Aug 3, 2020 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available 5 Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Aug 6, 2024 Data Augmentation Domain Adaptation
Code Code Available 5 Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available 5 Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Apr 7, 2024 Active Learning Domain Adaptation
Code Code Available 5 A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Apr 18, 2017 BIG-bench Machine Learning Domain Adaptation
Code Code Available 5 A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available 5 On Transportation of Mini-batches: A Hierarchical Approach Feb 11, 2021 Domain Adaptation
Code Code Available 5 A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Dec 24, 2018 Autonomous Driving Domain Adaptation
Code Code Available 5 Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Dec 2, 2023 Domain Adaptation Image Enhancement
Code Code Available 5 Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis May 16, 2023 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 5 A Joint Pixel and Feature Alignment Framework for Cross-dataset Palmprint Recognition May 25, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Mar 17, 2019 Domain Adaptation
Code Code Available 5 Domain Adaptation of Neural Machine Translation by Lexicon Induction Jun 2, 2019 Domain Adaptation Machine Translation
Code Code Available 5 AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised 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 CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Oct 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition Mar 23, 2023 Action Recognition Domain Adaptation
Code Code Available 5 A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge Sep 23, 2019 Active Learning Domain Adaptation
Code Code Available 5 Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Oct 27, 2023 All Domain Adaptation
Code Code Available 5 Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning Nov 30, 2021 3D Human Pose Estimation Camera Calibration
Code Code Available 5 CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Jun 16, 2022 2D Semantic Segmentation Autonomous Driving
Code Code Available 5 MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation Jul 14, 2022 Decoder Domain Adaptation
Code Code Available 5 Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather May 18, 2025 Autonomous Driving Depth Estimation
Code Code Available 5 A Closer Look at Smoothness in Domain Adversarial Training Jun 16, 2022 Domain Adaptation Object Detection
Code Code Available 5 A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Oct 3, 2022 Domain Adaptation Multi-target Domain Adaptation
Code Code Available 5 Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available 5 Adversarial-Learned Loss for Domain Adaptation Jan 4, 2020 Domain Adaptation Pseudo Label
Code Code Available 5 AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation Jan 6, 2025 Domain Adaptation Image Segmentation
Code Code Available 5 Adversarial Reweighting for Partial Domain Adaptation Dec 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available 5 A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Mar 5, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available 5 Adversarial Weighting for Domain Adaptation in Regression Jun 15, 2020 Domain Adaptation regression
Code Code Available 5 Anatomy-guided domain adaptation for 3D in-bed human pose estimation Nov 22, 2022 3D Human Pose Estimation Anatomy
Code Code Available 5 BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP Jun 12, 2025 Decoder Domain Adaptation
Code Code Available 5 Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation May 26, 2023 Domain Adaptation Machine Translation
Code Code Available 5 CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding May 23, 2021 document understanding Domain Adaptation
Code Code Available 5 Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Jul 6, 2023 Benchmarking Domain Adaptation
Code Code Available 5 ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training Jul 9, 2021 Automatic Sleep Stage Classification Domain Adaptation
Code Code Available 5 Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available 5 Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available 5 Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jul 25, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available 5 Adversarial Discriminative Domain Adaptation Feb 17, 2017 Domain Adaptation General Classification
Code Code Available 5 A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge Jun 1, 2020 Active Learning Domain Adaptation
Code Code Available 5 Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example Feb 19, 2020 Domain Adaptation
Code Code Available 5 Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available 5 Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jun 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available 5 BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning May 12, 2018 Autonomous Driving Diversity
Code Code Available 5 Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Jun 17, 2024 Diversity Domain Adaptation
Code Code Available 5 