EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation Jun 26, 2024 Action Anticipation Action Recognition
Code Code Available 5 Domain Adaptation with a Single Vision-Language Embedding Oct 28, 2024 Domain Adaptation One-shot Unsupervised Domain Adaptation
Code Code Available 5 Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Apr 8, 2025 Domain Adaptation Domain Generalization
Code Code Available 5 SoRA: Singular Value Decomposed Low-Rank Adaptation for Domain Generalizable Representation Learning Dec 5, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation Nov 19, 2024 Domain Adaptation Image Generation
Code Code Available 5 Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data Apr 30, 2022 Domain Adaptation Semantic Communication
Code Code Available 5 Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Oct 3, 2024 Diversity Domain Adaptation
Code Code Available 5 Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Sep 21, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 Multi-Representation Adaptation Network for Cross-domain Image Classification Jan 4, 2022 Classification Domain Adaptation
Code Code Available 5 Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Apr 13, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning Apr 12, 2022 Activity Recognition Domain Adaptation
Code Code Available 5 Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Jan 4, 2022 Domain Adaptation domain classification
Code Code Available 5 Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Aug 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Continual Test-Time Domain Adaptation Mar 25, 2022 Domain Adaptation Test-time Adaptation
Code Code Available 5 CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Apr 19, 2025 Computational Efficiency Domain Adaptation
Code Code Available 5 CodeS: Towards Building Open-source Language Models for Text-to-SQL Feb 26, 2024 Data Augmentation Diagnostic
Code Code Available 5 ConvLoRA and AdaBN based Domain Adaptation via Self-Training Feb 7, 2024 Domain Adaptation Multi-target Domain Adaptation
Code Code Available 5 CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation Oct 30, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis Apr 12, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available 5 DATR: Unsupervised Domain Adaptive Detection Transformer with Dataset-Level Adaptation and Prototypical Alignment May 20, 2024 Contrastive Learning Domain Adaptation
Code Code Available 5 Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Jun 26, 2024 Contrastive Learning Deblurring
Code Code Available 5 Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Implicit Neural Representation in Medical Imaging: A Comparative Survey Jul 30, 2023 Domain Adaptation Image Reconstruction
Code Code Available 5 Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation Mar 17, 2025 Domain Adaptation Domain Generalization
Code Code Available 5 Foundational Large Language Models for Materials Research Dec 12, 2024 Domain Adaptation Model Selection
Code Code Available 5 A Closer Look at Smoothness in Domain Adversarial Training Jun 16, 2022 Domain Adaptation Object Detection
Code Code Available 5 Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available 5 Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available 5 Adversarial Bipartite Graph Learning for Video Domain Adaptation Jul 31, 2020 Domain Adaptation Graph Learning
Code Code Available 5 Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Feb 12, 2021 Domain Adaptation Model Selection
Code Code Available 5 Adversarial Deep Network Embedding for Cross-network Node Classification Feb 18, 2020 Classification 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 Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset Jun 19, 2024 Active Learning Domain Adaptation
Code Code Available 5 A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Aug 17, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Domain Adaptation of Neural Machine Translation by Lexicon Induction Jun 2, 2019 Domain Adaptation Machine Translation
Code Code Available 5 Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization Jul 9, 2021 Classification Domain Adaptation
Code Code Available 5 ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Nov 30, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object 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 A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting Jun 16, 2022 Domain Adaptation Unsupervised 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 A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models Feb 27, 2022 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 Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Aug 6, 2024 Data Augmentation Domain Adaptation
Code Code Available 5 A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
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 A Prototype-Oriented Framework for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain 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 D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Feb 14, 2022 Active Learning Domain Adaptation
Code Code Available 5 Adversarial Discriminative Domain Adaptation Feb 17, 2017 Domain Adaptation General Classification
Code Code Available 5 