1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation Nov 26, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems Mar 23, 2024 Dimensionality Reduction Domain Adaptation
Code Code Available 5 Context-Aware Mixup for Domain Adaptive Semantic Segmentation Aug 8, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Aug 15, 2023 Denoising Domain Adaptation
Code Code Available 5 Deep Domain Confusion: Maximizing for Domain Invariance Dec 10, 2014 Domain Adaptation Model Selection
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 A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models Feb 20, 2025 Domain Adaptation
Code Code Available 5 Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean-teacher Sep 26, 2023 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available 5 Deep Hashing Network for Unsupervised Domain Adaptation Jun 22, 2017 Deep Hashing Domain Adaptation
Code Code Available 5 Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting May 30, 2024 Camera Calibration Domain Adaptation
Code Code Available 5 kNN-Prompt: Nearest Neighbor Zero-Shot Inference May 27, 2022 Domain Adaptation Language Modelling
Code Code Available 5 Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available 5 Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
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 Era Splitting: Invariant Learning for Decision Trees Sep 25, 2023 Domain Adaptation
Code Code Available 5 Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting Apr 5, 2020 Crowd Counting Domain Adaptation
Code Code Available 5 Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences Sep 24, 2020 Data Augmentation 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 Deeply Coupled Cross-Modal Prompt Learning May 29, 2023 Domain Adaptation Few-Shot Learning
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 Continual self-training with bootstrapped remixing for speech enhancement Oct 19, 2021 Domain Adaptation Speech Enhancement
Code Code Available 5 Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Sep 14, 2021 Domain Adaptation Machine Translation
Code Code Available 5 Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation Dec 9, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available 5 Learning Disentangled Semantic Representation for Domain Adaptation Dec 22, 2020 Domain Adaptation
Code Code Available 5 DEJA VU: Continual Model Generalization For Unseen Domains Jan 25, 2023 Data Augmentation Domain Adaptation
Code Code Available 5 Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds Mar 31, 2022 Autonomous Driving Domain Adaptation
Code Code Available 5 Occlusion-Aware Seamless Segmentation Jul 2, 2024 Benchmarking Domain Adaptation
Code Code Available 5 Adversarial-Learned Loss for Domain Adaptation Jan 4, 2020 Domain Adaptation Pseudo Label
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 Continuously Index Domain Adaptation Jul 1, 2020 Continuously Indexed Domain Adaptation Domain Adaptation
Code Code Available 5 Continuously Indexed Domain Adaptation Jul 3, 2020 Continuously Indexed Domain Adaptation Domain Adaptation
Code Code Available 5 A Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
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 Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation Aug 21, 2022 Domain Adaptation Segmentation
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 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 Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available 5 On-target Adaptation Sep 2, 2021 Domain Adaptation
Code Code Available 5 Long-tailed Distribution Adaptation Oct 6, 2021 Domain Adaptation Instance Segmentation
Code Code Available 5 Contrastive Adaptation Network for Unsupervised Domain Adaptation Jan 4, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation Mar 18, 2020 Domain Adaptation Semantic Segmentation
Code Code Available 5 DiffuBox: Refining 3D Object Detection with Point Diffusion May 25, 2024 3D Object Detection Autonomous Driving
Code Code Available 5 Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector Jun 4, 2025 Domain Adaptation object-detection
Code Code Available 5 DILBERT: Customized Pre-Training for Domain Adaptation withCategory Shift, with an Application to Aspect Extraction Sep 1, 2021 Aspect Extraction Domain Adaptation
Code Code Available 5 Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results Jan 16, 2020 Domain Adaptation Federated Learning
Code Code Available 5 Open Cross-Domain Visual Search Nov 19, 2019 Domain Adaptation
Code Code Available 5 Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Aug 31, 2021 Domain Adaptation Question Answering
Code Code Available 5 Zero-Resource Cross-Domain Named Entity Recognition Feb 14, 2020 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available 5 