DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains Mar 2, 2021 Astronomy Domain Adaptation
Code Code Available Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation Oct 2, 2020 Dimensionality Reduction Domain Adaptation
Code Code Available Context-Aware Mixup for Domain Adaptive Semantic Segmentation Aug 8, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Aug 15, 2023 Denoising Domain Adaptation
Code Code Available FineMedLM-o1: Enhancing the Medical Reasoning Ability of LLM from Supervised Fine-Tuning to Test-Time Training Jan 16, 2025 Domain Adaptation
Code Code Available Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities Sep 5, 2024 Domain Adaptation Image Generation
Code Code Available A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models Feb 20, 2025 Domain Adaptation
Code Code Available FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation Nov 18, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation Dec 26, 2019 Benchmarking Domain Adaptation
Code Code Available Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector Jun 4, 2025 Domain Adaptation object-detection
Code Code Available FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation Jul 14, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available FSDR: Frequency Space Domain Randomization for Domain Generalization Mar 3, 2021 Domain Adaptation Domain Generalization
Code Code Available Tent: Fully Test-time Adaptation by Entropy Minimization Jun 18, 2020 Domain Adaptation General Classification
Code Code Available Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation Oct 25, 2024 3D Semantic Segmentation Domain Adaptation
Code Code Available GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition Jan 31, 2023 Contrastive Learning Domain Adaptation
Code Code Available Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences Sep 24, 2020 Data Augmentation Domain Adaptation
Code Code Available COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 Apr 30, 2020 COVID-19 Diagnosis Diagnostic
Code Code Available Generalizable Face Landmarking Guided by Conditional Face Warping Apr 18, 2024 Domain Adaptation
Code Code Available Generalizable Facial Expression Recognition Aug 20, 2024 Domain Adaptation Facial Expression Recognition
Code Code Available Continual self-training with bootstrapped remixing for speech enhancement Oct 19, 2021 Domain Adaptation Speech Enhancement
Code Code Available Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection Mar 3, 2025 Domain Adaptation Domain Generalization
Code Code Available Domain Adaptive Faster R-CNN for Object Detection in the Wild Mar 8, 2018 Domain Adaptation Object
Code Code Available Generalized End-to-End Loss for Speaker Verification Oct 28, 2017 Domain Adaptation Speaker Verification
Code Code Available Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image Segmentation
Code Code Available Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Oct 30, 2022 Domain Adaptation Representation Learning
Code Code Available Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction Jul 1, 2022 Data Augmentation Domain Adaptation
Code Code Available Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features Oct 8, 2020 Domain Adaptation General Classification
Code Code Available Adversarial-Learned Loss for Domain Adaptation Jan 4, 2020 Domain Adaptation Pseudo Label
Code Code Available Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds Jan 1, 2021 Domain Adaptation Point Cloud Classification
Code Code Available GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Jul 20, 2022 Autonomous Driving Domain Adaptation
Code Code Available Continuously Index Domain Adaptation Jul 1, 2020 Continuously Indexed Domain Adaptation Domain Adaptation
Code Code Available Continuously Indexed Domain Adaptation Jul 3, 2020 Continuously Indexed Domain Adaptation Domain Adaptation
Code Code Available A Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
Code Code Available 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 GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data Jul 27, 2022 Autonomous Driving Dense Pixel Correspondence Estimation
Code Code Available Gradual Domain Adaptation: Theory and Algorithms Oct 20, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Gradually Vanishing Bridge for Adversarial Domain Adaptation Mar 30, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains Mar 10, 2022 Domain Adaptation Self-Supervised Learning
Code Code Available Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Jan 26, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Aug 17, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Contrastive Adaptation Network for Unsupervised Domain Adaptation Jan 4, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Graph-Relational Domain Adaptation Feb 8, 2022 Domain Adaptation
Code Code Available Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs Dec 7, 2023 Anatomy Anomaly Detection
Code Code Available Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Feb 14, 2023 Domain Adaptation Pseudo Label
Code Code Available Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation Oct 14, 2020 Domain Adaptation Lesion Segmentation
Code Code Available Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach Dec 3, 2019 Brain Computer Interface Domain Adaptation
Code Code Available Heuristic Domain Adaptation Nov 30, 2020 Domain Adaptation Heuristic Search
Code Code Available Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Aug 31, 2021 Domain Adaptation Question Answering
Code Code Available Zero-Resource Cross-Domain Named Entity Recognition Feb 14, 2020 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available 