Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Feb 27, 2023 Active Learning Domain Adaptation
Code Code Available 5 A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance Jul 14, 2022 Arrhythmia Detection Dictionary Learning
Code Code Available 5 A Closer Look at Smoothness in Domain Adversarial Training Jun 16, 2022 Domain Adaptation Object Detection
Code Code Available 5 Curriculum Reinforcement Learning using Optimal Transport via Gradual Domain Adaptation Oct 18, 2022 Domain Adaptation reinforcement-learning
Code Code Available 5 Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Jan 5, 2019 Domain Adaptation Scene Understanding
Code Code Available 5 Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Apr 1, 2021 Blended-target Domain Adaptation Domain Adaptation
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 Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Mar 3, 2022 Domain Adaptation Image Segmentation
Code Code Available 5 Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jun 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available 5 Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations Jun 19, 2023 Domain Adaptation Retinal Vessel Segmentation
Code Code Available 5 Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Mar 16, 2021 Decision Making Domain Adaptation
Code Code Available 5 Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection Aug 29, 2023 Domain Adaptation object-detection
Code Code Available 5 DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange Aug 13, 2021 Domain Adaptation Segmentation
Code Code Available 5 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 5 Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection Apr 19, 2023 3D Object Detection Attribute
Code Code Available 5 Demystifying Domain-adaptive Post-training for Financial LLMs Jan 9, 2025 Continual Pretraining Domain Adaptation
Code Code Available 5 1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification Dec 25, 2020 Domain Adaptation Pseudo Label
Code Code Available 5 Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example Feb 19, 2020 Domain Adaptation
Code Code Available 5 Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation Aug 21, 2022 Domain Adaptation Segmentation
Code Code Available 5 DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available 5 Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Jan 23, 2020 Direct Transfer Person Re-identification Domain Adaptation
Code Code Available 5 Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available 5 DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains Mar 2, 2021 Astronomy Domain Adaptation
Code Code Available 5 Deep transfer operator learning for partial differential equations under conditional shift Apr 20, 2022 Domain Adaptation Operator learning
Code Code Available 5 Adversarial Discriminative Domain Adaptation Feb 17, 2017 Domain Adaptation General Classification
Code Code Available 5 Deep Domain Confusion: Maximizing for Domain Invariance Dec 10, 2014 Domain Adaptation Model Selection
Code Code Available 5 Deep Hashing Network for Unsupervised Domain Adaptation Jun 22, 2017 Deep Hashing Domain Adaptation
Code Code Available 5 Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark Dec 15, 2023 Activity Recognition Domain Adaptation
Code Code Available 5 Adversarial Deep Network Embedding for Cross-network Node Classification Feb 18, 2020 Classification Domain Adaptation
Code Code Available 5 DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection Feb 3, 2023 Anomaly Detection Domain Adaptation
Code Code Available 5 Audio-Adaptive Activity Recognition Across Video Domains Mar 27, 2022 Activity Recognition Domain Adaptation
Code Code Available 5 Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available 5 AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Oct 20, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures Mar 22, 2018 Anatomical Landmark Detection BIG-bench Machine Learning
Code Code Available 5 Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available 5 Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels Oct 11, 2019 Bayesian Inference Domain Adaptation
Code Code Available 5 Automated Synthetic-to-Real Generalization Jul 14, 2020 Domain Adaptation
Code Code Available 5 Deeply Coupled Cross-Modal Prompt Learning May 29, 2023 Domain Adaptation Few-Shot Learning
Code Code Available 5 AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation Apr 3, 2023 Action Recognition Domain Adaptation
Code Code Available 5 Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Jul 18, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available 5 2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mar 24, 2023 Domain Adaptation object-detection
Code Code Available 5 Zero-Shot Compositional Policy Learning via Language Grounding Apr 15, 2020 Descriptive Domain Adaptation
Code Code Available 5 Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Delving into the Continuous Domain Adaptation Aug 28, 2022 Attribute Domain Adaptation
Code Code Available 5 Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement Mar 10, 2022 3D Object Detection Diversity
Code Code Available 5 BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change May 25, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available 5 Decouple knowledge from parameters for plug-and-play language modeling May 19, 2023 Domain Adaptation Language Modeling
Code Code Available 5 