Towards contrast-agnostic soft segmentation of the spinal cord Oct 23, 2023 Data Augmentation Domain Generalization
Code Code Available Domain Generalization by Solving Jigsaw Puzzles Mar 16, 2019 Domain Generalization Image Classification
Code Code Available Feature Distribution Matching for Federated Domain Generalization Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency Sep 18, 2024 Domain Adaptation Domain Generalization
Code Code Available Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction Aug 5, 2023 Domain Generalization
Code Code Available Domain Generalization by Rejecting Extreme Augmentations Oct 10, 2023 Data Augmentation Domain Generalization
Code Code Available Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis Sep 4, 2024 Data Augmentation Domain Generalization
Code Code Available Multi-View Action Recognition Using Contrastive Learning Jan 3, 2023 Action Recognition Contrastive Learning
Code Code Available Learning an Explicit Hyperparameter Prediction Function Conditioned on Tasks Jul 6, 2021 BIG-bench Machine Learning Domain Generalization
Code Code Available Towards Data-Free Domain Generalization Oct 9, 2021 Data-free Knowledge Distillation Domain Generalization
Code Code Available Domain Generalization by Marginal Transfer Learning Nov 21, 2017 Domain Generalization General Classification
Code Code Available LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval Dec 6, 2022 Domain Generalization Natural Language Inference
Code Code Available LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration Aug 28, 2023 Domain Generalization
Code Code Available Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection May 12, 2025 Domain Generalization Image Augmentation
Code Code Available Joint covariate-alignment and concept-alignment: a framework for domain generalization Aug 1, 2022 Concept Alignment Domain Generalization
Code Code Available Signal Is Harder To Learn Than Bias: Debiasing with Focal Loss May 31, 2023 Decision Making Domain Generalization
Code Code Available IRS: Incremental Relationship-guided Segmentation for Digital Pathology May 28, 2025 Continual Learning Domain Generalization
Code Code Available Domain Generalization by Functional Regression Feb 9, 2023 Domain Generalization regression
Code Code Available Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Jul 26, 2024 Domain Adaptation Domain Generalization
Code Code Available SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles Oct 26, 2022 Domain Generalization
Code Code Available Invariant Models for Causal Transfer Learning Jul 19, 2015 Domain Generalization Transfer Learning
Code Code Available Simple Disentanglement of Style and Content in Visual Representations Feb 20, 2023 Disentanglement Domain Generalization
Code Code Available Simple Domain Generalization Methods are Strong Baselines for Open Domain Generalization Mar 31, 2023 Data Augmentation Domain Generalization
Code Code Available Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification Oct 6, 2024 Classification Domain Generalization
Code Code Available Mixstyle-Entropy: Domain Generalization with Causal Intervention and Perturbation Aug 7, 2024 Domain Generalization
Code Code Available SIMPLE: Specialized Model-Sample Matching for Domain Generalization May 1, 2023 Domain Generalization model
Code Code Available Unknown Domain Inconsistency Minimization for Domain Generalization Mar 12, 2024 Domain Generalization
Code Code Available Binary domain generalization for sparsifying binary neural networks Jun 23, 2023 Binarization Domain Generalization
Code Code Available Simulate, Refocus and Ensemble: An Attention-Refocusing Scheme for Domain Generalization Jul 17, 2025 Domain Generalization Ensemble Learning
Code Code Available Domain-Generalizable Multiple-Domain Clustering Jan 31, 2023 Clustering Domain Generalization
Code Code Available Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction May 23, 2023 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation Jun 8, 2021 Domain Adaptation Domain Generalization
Code Code Available Single Domain Generalization for Alzheimer's Detection from 3D MRIs with Pseudo-Morphological Augmentations and Contrastive Learning May 28, 2025 Alzheimer's Detection Alzheimer's Disease Detection
Code Code Available Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators Dec 21, 2022 Data Augmentation Domain Generalization
Code Code Available Domain-aware Triplet loss in Domain Generalization Mar 1, 2023 Clustering Domain Generalization
Code Code Available Single Domain Generalization for Few-Shot Counting via Universal Representation Matching May 22, 2025 Domain Generalization
Code Code Available Information Subtraction: Learning Representations for Conditional Entropy Jan 2, 2025 Domain Generalization
Code Code Available Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization May 26, 2023 Abstractive Text Summarization Domain Generalization
Code Code Available Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Dec 17, 2021 Domain Generalization Zero-shot Generalization
Code Code Available VideoDG: Generalizing Temporal Relations in Videos to Novel Domains Dec 8, 2019 Action Recognition Data Augmentation
Code Code Available OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad Mar 24, 2025 Domain Generalization Relation
Code Code Available Adversarial Invariant Learning Jun 19, 2021 Domain Adaptation Domain Generalization
Code Code Available Improving Generalization with Domain Convex Game Mar 23, 2023 Diversity Domain Generalization
Code Code Available Adversarial Examples Improve Image Recognition Nov 21, 2019 Domain Generalization Image Classification
Code Code Available Adversarial Bayesian Augmentation for Single-Source Domain Generalization Jul 18, 2023 Data Augmentation Domain Generalization
Code Code Available On Certifying and Improving Generalization to Unseen Domains Jun 24, 2022 Domain Generalization
Code Code Available Improving Domain Generalization by Learning without Forgetting: Application in Retail Checkout Jul 12, 2022 Domain Generalization
Code Code Available Improved RAMEN: Towards Domain Generalization for Visual Question Answering Sep 6, 2021 Domain Generalization Question Answering
Code Code Available IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification Aug 23, 2022 Contrastive Learning Domain Adaptation
Code Code Available IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models Apr 21, 2024 Domain Generalization Representation Learning
Code Code Available 