Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization Sep 29, 2024 Domain Generalization Image to sketch recognition
Code Code Available Learning to Perturb Word Embeddings for Out-of-distribution QA May 6, 2021 Data Augmentation Domain Generalization
Code Code Available An Information-theoretic Approach to Distribution Shifts Jun 7, 2021 Domain Generalization Model Selection
Code Code Available Learning to Synthesize Data for Semantic Parsing Apr 12, 2021 Domain Generalization Semantic Parsing
Code Code Available AAPL: Adding Attributes to Prompt Learning for Vision-Language Models Apr 25, 2024 Data Augmentation Domain Generalization
Code Code Available DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization Mar 25, 2024 Domain Generalization Source-free Domain Generalization
Code Code Available Dynamic Domain Generalization May 27, 2022 Domain Generalization
Code Code Available Efficient Domain Generalization via Common-Specific Low-Rank Decomposition Mar 28, 2020 Data Augmentation Domain Generalization
Code Code Available Domain-Specific Bias Filtering for Single Labeled Domain Generalization Oct 2, 2021 Domain Generalization
Code Code Available DomainLab: A modular Python package for domain generalization in deep learning Mar 21, 2024 Benchmarking Domain Generalization
Code Code Available Domain-Specific Risk Minimization for Out-of-Distribution Generalization Aug 18, 2022 Domain Adaptation Domain Generalization
Code Code Available Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging Aug 18, 2020 Computed Tomography (CT) Domain Generalization
Code Code Available Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Mar 10, 2022 Contrastive Learning Domain Generalization
Code Code Available Domain Invariant Representation Learning with Domain Density Transformations Feb 9, 2021 Domain Generalization Representation Learning
Code Code Available Domain-Unified Prompt Representations for Source-Free Domain Generalization Sep 29, 2022 Diversity Domain Generalization
Code Code Available Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters Oct 17, 2023 Domain Generalization parameter-efficient fine-tuning
Code Code Available Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Dec 6, 2022 Deep Learning Domain Generalization
Code Code Available Domain Generalization via Entropy Regularization Dec 1, 2020 Domain Generalization
Code Code Available SWAD: Domain Generalization by Seeking Flat Minima Feb 17, 2021 Domain Generalization Generalization Bounds
Code Code Available A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning May 2, 2025 Crop Yield Prediction Domain Adaptation
Code Code Available Domain Generalization for Vision-based Driving Trajectory Generation Sep 22, 2021 Autonomous Vehicles Decoder
Code Code Available Domain generalization of 3D semantic segmentation in autonomous driving Dec 7, 2022 3D Semantic Segmentation Autonomous Driving
Code Code Available Domain Generalization via Gradient Surgery Aug 3, 2021 Domain Generalization image-classification
Code Code Available Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
Code Code Available Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning Nov 21, 2021 Contrastive Learning Diversity
Code Code Available Domain Generalization by Learning and Removing Domain-specific Features Dec 14, 2022 Decoder Domain Generalization
Code Code Available Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Sep 27, 2020 Classification 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 Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation Aug 25, 2023 Domain Generalization Segmentation
Code Code Available Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization Feb 14, 2022 Domain Generalization Out-of-Distribution Generalization
Code Code Available Contrastive Syn-to-Real Generalization Apr 6, 2021 Diversity Domain Generalization
Code Code Available DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Aug 20, 2023 Domain Generalization
Code Code Available Domain-General Crowd Counting in Unseen Scenarios Dec 5, 2022 Crowd Counting Disentanglement
Code Code Available Compound Text-Guided Prompt Tuning via Image-Adaptive Cues Dec 11, 2023 Domain Generalization GPU
Code Code Available Domain Generalization by Mutual-Information Regularization with Pre-trained Models Mar 21, 2022 Domain Generalization
Code Code Available Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
Code Code Available AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Jul 27, 2022 Data Augmentation Deep Reinforcement Learning
Code Code Available A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance Sep 21, 2023 Domain Generalization Knowledge Distillation
Code Code Available Domain Decorrelation with Potential Energy Ranking Jul 25, 2022 Domain Generalization
Code Code Available Domain Generalization for Object Recognition with Multi-task Autoencoders Aug 31, 2015 Denoising Domain Generalization
Code Code Available A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation Mar 17, 2024 3D Human Pose Estimation Domain Generalization
Code Code Available Domain Generalization using Causal Matching Jun 12, 2020 Data Augmentation Domain Generalization
Code Code Available Consistency-guided Prompt Learning for Vision-Language Models Jun 1, 2023 Domain Generalization Few-Shot Learning
Code Code Available Distribution Shift Inversion for Out-of-Distribution Prediction Jun 14, 2023 Domain Generalization Prediction
Code Code Available Domain Generalization via Rationale Invariance Aug 22, 2023 Decision Making Domain Generalization
Code Code Available ASPS: Augmented Segment Anything Model for Polyp Segmentation Jun 30, 2024 Domain Generalization model
Code Code Available Domain-Generalized Face Anti-Spoofing with Unknown Attacks Oct 18, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation Aug 1, 2024 3D Semantic Segmentation Domain Generalization
Code Code Available Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Nov 20, 2019 Domain Generalization Natural Language Inference
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