MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer May 3, 2022 Domain Adaptation Object
Code Code Available Cross-Domain Structure Preserving Projection for Heterogeneous Domain Adaptation Apr 26, 2020 Domain Adaptation Transfer Learning
Code Code Available On Transportation of Mini-batches: A Hierarchical Approach Feb 11, 2021 Domain Adaptation
Code Code Available Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation Mar 30, 2018 Domain Adaptation object-detection
Code Code Available Agnostic Federated Learning Feb 1, 2019 Cloud Computing Domain Adaptation
Code Code Available Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation Jan 8, 2022 Brain Segmentation Domain Adaptation
Code Code Available Cross-Modal Domain Adaptation for Reinforcement Learning Jan 1, 2021 Domain Adaptation MuJoCo
Code Code Available 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 Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle Sep 19, 2022 Domain Adaptation Representation Learning
Code Code Available Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection Jun 10, 2020 Cloud Detection Domain Adaptation
Code Code Available DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning Jun 17, 2022 2D Semantic Segmentation Depth Estimation
Code Code Available CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths May 28, 2024 Domain Adaptation Segmentation
Code Code Available Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Apr 1, 2021 Blended-target Domain Adaptation Domain Adaptation
Code Code Available BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Apr 6, 2022 Clustering Domain Adaptation
Code Code Available Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Mar 3, 2022 Domain Adaptation Image Segmentation
Code Code Available AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation Jan 6, 2025 Domain Adaptation Image Segmentation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Apr 17, 2024 Anomaly Detection Contrastive Learning
Code Code Available DACS: Domain Adaptation via Cross-domain Mixed Sampling Jul 17, 2020 Domain Adaptation Semantic Segmentation
Code Code Available Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Images Aug 3, 2022 Building Damage Assessment Change Detection
Code Code Available A Joint Pixel and Feature Alignment Framework for Cross-dataset Palmprint Recognition May 25, 2020 Data Augmentation Domain Adaptation
Code Code Available A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data Oct 27, 2022 Domain Adaptation EEG
Code Code Available DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based Localization Oct 1, 2020 Autonomous Driving Domain Adaptation
Code Code Available Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available Adaptive Machine Translation with Large Language Models Jan 30, 2023 Decoder Domain Adaptation
Code Code Available 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 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 BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available DDAM-PS: Diligent Domain Adaptive Mixer for Person Search Oct 31, 2023 Domain Adaptation Pedestrian Detection
Code Code Available Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Jan 6, 2022 Disentanglement Domain Adaptation
Code Code Available A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Mar 5, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures Mar 22, 2018 Anatomical Landmark Detection BIG-bench Machine Learning
Code Code Available Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains Mar 2, 2021 Astronomy Domain Adaptation
Code Code Available Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation Mar 15, 2021 Domain Adaptation Image Segmentation
Code Code Available Deep transfer operator learning for partial differential equations under conditional shift Apr 20, 2022 Domain Adaptation Operator learning
Code Code Available Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark Dec 15, 2023 Activity Recognition Domain Adaptation
Code Code Available BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP Jun 12, 2025 Decoder Domain Adaptation
Code Code Available Demystifying Domain-adaptive Post-training for Financial LLMs Jan 9, 2025 Continual Pretraining Domain Adaptation
Code Code Available DenseGNN: universal and scalable deeper graph neural networks for high-performance property prediction in crystals and molecules Jan 5, 2025 Domain Adaptation Property Prediction
Code Code Available DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange Aug 13, 2021 Domain Adaptation Segmentation
Code Code Available A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge Sep 23, 2019 Active Learning Domain Adaptation
Code Code Available Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations Jun 19, 2023 Domain Adaptation Retinal Vessel Segmentation
Code Code Available A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Mar 16, 2023 Domain Adaptation image-classification
Code Code Available Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available 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 Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
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