DIVA: Domain Invariant Variational Autoencoders May 24, 2019 Domain Generalization Rotated MNIST
Code Code Available 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 Adaptive High-Frequency Transformer for Diverse Wildlife Re-Identification Oct 9, 2024 Domain Generalization
Code Code Available Diffusion Features to Bridge Domain Gap for Semantic Segmentation Jun 2, 2024 Domain Generalization Image Generation
Code Code Available Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment Jun 23, 2020 Data Augmentation Decoder
Code Code Available Aggregated Residual Transformations for Deep Neural Networks Nov 16, 2016 Domain Generalization General Classification
Code Code Available Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification Oct 12, 2023 Domain Generalization image-classification
Code Code Available Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective Apr 4, 2022 Domain Generalization Reflection Removal
Code Code Available Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation Domain Generalization
Code Code Available 3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous Driving Jan 24, 2025 Autonomous Driving Domain Generalization
Code Code Available ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Mar 21, 2023 Domain Generalization
Code Code Available Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available DGMamba: Domain Generalization via Generalized State Space Model Apr 11, 2024 Domain Generalization Mamba
Code Code Available Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains Nov 25, 2021 Domain Generalization image-classification
Code Code Available Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain Aug 19, 2021 Adversarial Attack Data Augmentation
Code Code Available Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
Code Code Available Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available A Closer Look at Few-shot Classification Apr 8, 2019 Domain Generalization Few-Shot Learning
Code Code Available Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available An Empirical Framework for Domain Generalization in Clinical Settings Mar 20, 2021 Domain Generalization Time Series
Code Code Available Domain Generalization by Learning and Removing Domain-specific Features Dec 14, 2022 Decoder Domain Generalization
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Sep 27, 2020 Classification Domain Generalization
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 An Information-theoretic Approach to Distribution Shifts Jun 7, 2021 Domain Generalization Model Selection
Code Code Available Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning Sep 2, 2024 Continual Learning Contrastive Learning
Code Code Available A Fourier-based Framework for Domain Generalization May 24, 2021 Data Augmentation Domain Generalization
Code Code Available AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Aug 7, 2023 Decoder Domain Generalization
Code Code Available Making Convolutional Networks Shift-Invariant Again Apr 25, 2019 Classification Consistency Conditional Image Generation
Code Code Available AdvST: Revisiting Data Augmentations for Single Domain Generalization Dec 20, 2023 Data Augmentation Domain Generalization
Code Code Available A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Dec 9, 2022 Domain Generalization Image Classification
Code Code Available Selecting Data Augmentation for Simulating Interventions May 4, 2020 Data Augmentation Domain Generalization
Code Code Available Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation May 25, 2023 Data Augmentation Diversity
Code Code Available Domain generalization of 3D semantic segmentation in autonomous driving Dec 7, 2022 3D Semantic Segmentation Autonomous Driving
Code Code Available Adversarial Training for Free! Apr 29, 2019 Adversarial Attack Adversarial Defense
Code Code Available A Universal Representation Transformer Layer for Few-Shot Image Classification Jun 21, 2020 Classification Domain Generalization
Code Code Available DEJA VU: Continual Model Generalization For Unseen Domains Jan 25, 2023 Data Augmentation Domain Adaptation
Code Code Available Deep Stable Learning for Out-Of-Distribution Generalization Apr 16, 2021 Domain Generalization Out-of-Distribution Generalization
Code Code Available Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Oct 21, 2022 Domain Generalization SQL-to-Text
Code Code Available Adapting to Distribution Shift by Visual Domain Prompt Generation May 5, 2024 Domain Generalization Meta-Learning
Code Code Available AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dec 5, 2019 Domain Generalization image-classification
Code Code Available Deep Learning for Hate Speech Detection: A Comparative Study Feb 19, 2022 Computational Efficiency Deep Learning
Code Code Available AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Mar 13, 2022 3D Part Segmentation Domain Generalization
Code Code Available DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition Nov 20, 2024 Activity Recognition Domain Generalization
Code Code Available Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available DART: Open-Domain Structured Data Record to Text Generation Jul 6, 2020 Domain Generalization Semantic Parsing
Code Code Available A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available Deeper, Broader and Artier Domain Generalization Oct 9, 2017 Domain Generalization
Code Code Available 