Domain Generalization via Entropy Regularization Dec 1, 2020 Domain Generalization
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 Disentangling Masked Autoencoders for Unsupervised Domain Generalization Jul 10, 2024 Domain Generalization
Code Code Available Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking 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 Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation May 25, 2023 Data Augmentation Diversity
Code Code Available Diffusion Features to Bridge Domain Gap for Semantic Segmentation Jun 2, 2024 Domain Generalization Image Generation
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 Attention Diversification for Domain Generalization Oct 9, 2022 Domain Generalization
Code Code Available Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
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 DGMamba: Domain Generalization via Generalized State Space Model Apr 11, 2024 Domain Generalization Mamba
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 Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Oct 21, 2022 Domain Generalization SQL-to-Text
Code Code Available AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dec 5, 2019 Domain Generalization image-classification
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 Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets Sep 27, 2021 Domain Generalization
Code Code Available A Bit More Bayesian: Domain-Invariant Learning with Uncertainty May 9, 2021 Bayesian Inference Domain Generalization
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 CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation 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 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 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 and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain 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 Adapting to Distribution Shift by Visual Domain Prompt Generation May 5, 2024 Domain Generalization Meta-Learning
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 DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Aug 20, 2023 Domain Generalization
Code Code Available Domain Generalization via Gradient Surgery Aug 3, 2021 Domain Generalization image-classification
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 DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Jun 1, 2023 Decoder Domain Generalization
Code Code Available Domain Generalization for Object Recognition with Multi-task Autoencoders Aug 31, 2015 Denoising 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 Vision-based Driving Trajectory Generation Sep 22, 2021 Autonomous Vehicles Decoder
Code Code Available Adversarial Training for Free! Apr 29, 2019 Adversarial Attack Adversarial Defense
Code Code Available Domain generalization of 3D semantic segmentation in autonomous driving Dec 7, 2022 3D Semantic Segmentation Autonomous Driving
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-Generalized Face Anti-Spoofing with Unknown Attacks Oct 18, 2023 Domain Generalization Face Anti-Spoofing
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 Risk Minimization for Out-of-Distribution Generalization Aug 18, 2022 Domain Adaptation Domain Generalization
Code Code Available DEJA VU: Continual Model Generalization For Unseen Domains Jan 25, 2023 Data Augmentation Domain Adaptation
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