Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters Oct 17, 2023 Domain Generalization parameter-efficient fine-tuning
Code Code Available Distribution Shift Inversion for Out-of-Distribution Prediction Jun 14, 2023 Domain Generalization Prediction
Code Code Available Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation Domain Generalization
Code Code Available DIVA: Domain Invariant Variational Autoencoders May 24, 2019 Domain Generalization Rotated MNIST
Code Code Available Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification Oct 12, 2023 Domain Generalization image-classification
Code Code Available AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dec 5, 2019 Domain Generalization image-classification
Code Code Available Disentangling Masked Autoencoders for Unsupervised Domain Generalization Jul 10, 2024 Domain Generalization
Code Code Available Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation May 25, 2023 Data Augmentation Diversity
Code Code Available Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available Attention Diversification for Domain Generalization Oct 9, 2022 Domain Generalization
Code Code Available Diffusion Features to Bridge Domain Gap for Semantic Segmentation Jun 2, 2024 Domain Generalization Image Generation
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 Attention Consistency on Visual Corruptions for Single-Source Domain Generalization Apr 27, 2022 Domain Generalization Single-Source Domain Generalization
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 Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Oct 21, 2022 Domain Generalization SQL-to-Text
Code Code Available A Bit More Bayesian: Domain-Invariant Learning with Uncertainty May 9, 2021 Bayesian Inference Domain Generalization
Code Code Available A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available A Universal Representation Transformer Layer for Few-Shot Image Classification Jun 21, 2020 Classification Domain Generalization
Code Code Available DGMamba: Domain Generalization via Generalized State Space Model Apr 11, 2024 Domain Generalization Mamba
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 AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Mar 13, 2022 3D Part 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
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 Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
Code Code Available Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets Sep 27, 2021 Domain Generalization
Code Code Available Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders Nov 16, 2023 Data Augmentation Domain Generalization
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 Bag of Tricks for Image Classification with Convolutional Neural Networks Dec 4, 2018 Domain Generalization General Classification
Code Code Available Adapting to Distribution Shift by Visual Domain Prompt Generation May 5, 2024 Domain Generalization Meta-Learning
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 Decorrelation with Potential Energy Ranking Jul 25, 2022 Domain Generalization
Code Code Available Domain Generalization via Entropy Regularization Dec 1, 2020 Domain Generalization
Code Code Available Domain Generalization by Mutual-Information Regularization with Pre-trained Models Mar 21, 2022 Domain Generalization
Code Code Available BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs Oct 5, 2023 Cross-Modal Retrieval Domain Generalization
Code Code Available Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Sep 27, 2020 Classification Domain Generalization
Code Code Available Calibrated Feature Decomposition for Generalizable Person Re-Identification Nov 27, 2021 Domain Generalization Generalizable Person Re-identification
Code Code Available Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study Sep 5, 2022 Domain Adaptation Domain Generalization
Code Code Available Adversarial Training for Free! Apr 29, 2019 Adversarial Attack Adversarial Defense
Code Code Available SWAD: Domain Generalization by Seeking Flat Minima Feb 17, 2021 Domain Generalization Generalization Bounds
Code Code Available Benchmarking Algorithms for Federated Domain Generalization Jul 11, 2023 Benchmarking Diversity
Code Code Available AdvST: Revisiting Data Augmentations for Single Domain Generalization Dec 20, 2023 Data Augmentation Domain Generalization
Code Code Available Making Convolutional Networks Shift-Invariant Again Apr 25, 2019 Classification Consistency Conditional Image Generation
Code Code Available Benchmarking Distribution Shift in Tabular Data with TableShift Dec 10, 2023 Benchmarking Binary Classification
Code Code Available AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Aug 7, 2023 Decoder 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 AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Apr 25, 2023 Domain Generalization Test-time Adaptation
Code Code Available A Fourier-based Framework for Domain Generalization May 24, 2021 Data Augmentation Domain Generalization
Code Code Available Domain-Specific Bias Filtering for Single Labeled Domain Generalization Oct 2, 2021 Domain Generalization
Code Code Available DEJA VU: Continual Model Generalization For Unseen Domains Jan 25, 2023 Data Augmentation Domain Adaptation
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