Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Oct 27, 2024 Domain Generalization General Knowledge
Code Code Available Probable Domain Generalization via Quantile Risk Minimization Jul 20, 2022 Domain Generalization
Code Code Available Progressive Domain Expansion Network for Single Domain Generalization Mar 30, 2021 Contrastive Learning Domain Generalization
Code Code Available Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification Oct 12, 2023 Domain Generalization image-classification
Code Code Available DomainLab: A modular Python package for domain generalization in deep learning Mar 21, 2024 Benchmarking Domain Generalization
Code Code Available Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation 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
Code Code Available Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Dec 6, 2022 Deep Learning Domain Generalization
Code Code Available Distribution Shift Inversion for Out-of-Distribution Prediction Jun 14, 2023 Domain Generalization Prediction
Code Code Available DIVA: Domain Invariant Variational Autoencoders May 24, 2019 Domain Generalization Rotated MNIST
Code Code Available Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm Jan 1, 2023 Domain Generalization Few-Shot Learning
Code Code Available Prompt Vision Transformer for Domain Generalization Aug 18, 2022 Domain Generalization Prompt Learning
Code Code Available Provable Domain Generalization via Invariant-Feature Subspace Recovery Jan 30, 2022 Domain Generalization
Code Code Available Domain-Specific Risk Minimization for Out-of-Distribution Generalization Aug 18, 2022 Domain Adaptation Domain Generalization
Code Code Available Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! Jun 6, 2023 counterfactual Data Augmentation
Code Code Available Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets Sep 27, 2021 Domain Generalization
Code Code Available Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation May 25, 2023 Data Augmentation Diversity
Code Code Available Dual Distribution Alignment Network for Generalizable Person Re-Identification Jul 27, 2020 Domain Generalization Generalizable Person Re-identification
Code Code Available Domain-Generalized Face Anti-Spoofing with Unknown Attacks Oct 18, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available Read-only Prompt Optimization for Vision-Language Few-shot Learning Aug 29, 2023 Domain Generalization Few-Shot Learning
Code Code Available Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Mar 10, 2022 Contrastive Learning 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 Using Large Pretrained Models with Mixture-of-Adapters Oct 17, 2023 Domain Generalization parameter-efficient fine-tuning
Code Code Available Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains Mar 3, 2022 Domain Generalization Person Re-Identification
Code Code Available Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 Domain Adaptation Domain Generalization
Code Code Available 