LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization Oct 22, 2024 Domain Generalization
Code Code Available 5 Enhancing Learnable Descriptive Convolutional Vision Transformer for Face Anti-Spoofing Mar 29, 2025 Descriptive Domain Generalization
Code Code Available 5 Counterfactual Maximum Likelihood Estimation for Training Deep Networks Jun 7, 2021 counterfactual Domain Generalization
Code Code Available 5 Enhance the Visual Representation via Discrete Adversarial Training Sep 16, 2022 Domain Generalization image-classification
Code Code Available 5 Learning to Learn Single Domain Generalization Mar 30, 2020 Domain Generalization Meta-Learning
Code Code Available 5 Adversarial Bayesian Augmentation for Single-Source Domain Generalization Jul 18, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization Jul 21, 2024 Domain Generalization parameter-efficient fine-tuning
Code Code Available 5 Cooperative Learning of Disjoint Syntax and Semantics Feb 25, 2019 Domain Generalization Natural Language Inference
Code Code Available 5 Learning to Generalize for Cross-domain QA May 14, 2023 Data Augmentation Domain Generalization
Code Code Available 5 OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad Mar 24, 2025 Domain Generalization Relation
Code Code Available 5 Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Feb 27, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 EllSeg-Gen, towards Domain Generalization for head-mounted eyetracking May 4, 2022 Domain Generalization Gaze Estimation
Code Code Available 5 Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler Sep 26, 2024 Data Augmentation Domain Generalization
Code Code Available 5 Learning Semantic Role Labeling from Compatible Label Sequences May 24, 2023 Domain Generalization Semantic Role Labeling
Code Code Available 5 Learning Optimal Features via Partial Invariance Jan 28, 2023 Domain Generalization
Code Code Available 5 Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization Sep 2, 2022 Data Augmentation domain classification
Code Code Available 5 Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation Jul 26, 2024 Domain Generalization Semantic Segmentation
Code Code Available 5 EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification Nov 9, 2023 Brain Computer Interface Classification
Code Code Available 5 Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available 5 Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge Mar 11, 2024 Domain Generalization
Code Code Available 5 Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Apr 10, 2025 Domain Generalization Hallucination
Code Code Available 5 Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation Jan 15, 2025 Domain Adaptation Domain Generalization
Code Code Available 5 Consistency Regularization for Domain Generalization with Logit Attribution Matching May 13, 2023 Data Augmentation Domain Generalization
Code Code Available 5 A Study on Domain Generalization for Failure Detection through Human Reactions in HRI Mar 10, 2024 Domain Generalization
Code Code Available 5 Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation Apr 22, 2024 Binary Classification Domain Generalization
Code Code Available 5 Dynamic-Pix2Pix: Noise Injected cGAN for Modeling Input and Target Domain Joint Distributions with Limited Training Data Nov 15, 2022 Domain Generalization
Code Code Available 5 Activation Regression for Continuous Domain Generalization with Applications to Crop Classification Apr 14, 2022 Crop Classification Domain Adaptation
Code Code Available 5 Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Jul 1, 2023 Decoder Domain Adaptation
Code Code Available 5 Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition Mar 21, 2022 Domain Generalization named-entity-recognition
Code Code Available 5 OpenStance: Real-world Zero-shot Stance Detection Oct 25, 2022 Domain Generalization Natural Language Inference
Code Code Available 5 LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration Aug 28, 2023 Domain Generalization
Code Code Available 5 Assessing out-of-domain generalization for robust building damage detection Nov 20, 2020 Domain Generalization
Code Code Available 5 Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization Mar 23, 2025 Domain Generalization Meta-Learning
Code Code Available 5 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 5 Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection May 12, 2025 Domain Generalization Image Augmentation
Code Code Available 5 Joint covariate-alignment and concept-alignment: a framework for domain generalization Aug 1, 2022 Concept Alignment Domain Generalization
Code Code Available 5 Learning an Explicit Hyperparameter Prediction Function Conditioned on Tasks Jul 6, 2021 BIG-bench Machine Learning Domain Generalization
Code Code Available 5 IRS: Incremental Relationship-guided Segmentation for Digital Pathology May 28, 2025 Continual Learning Domain Generalization
Code Code Available 5 Invariant Models for Causal Transfer Learning Jul 19, 2015 Domain Generalization Transfer Learning
Code Code Available 5 DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization Dec 12, 2024 Contrastive Learning Domain Generalization
Code Code Available 5 DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Oct 21, 2024 Abstractive Text Summarization Domain Generalization
Code Code Available 5 Barycentric-alignment and reconstruction loss minimization for domain generalization Sep 4, 2021 Domain Generalization Representation Learning
Code Code Available 5 Learning Beyond Experience: Generalizing to Unseen State Space with Reservoir Computing Jun 5, 2025 Domain Generalization
Code Code Available 5 Domain Separation Networks Aug 22, 2016 Domain Adaptation Domain Generalization
Code Code Available 5 A separability-based approach to quantifying generalization: which layer is best? May 2, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 Mixstyle-Entropy: Domain Generalization with Causal Intervention and Perturbation Aug 7, 2024 Domain Generalization
Code Code Available 5 ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization Mar 14, 2024 Classification Disentanglement
Code Code Available 5 Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment Jan 19, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Conditional entropy minimization principle for learning domain invariant representation features Jan 25, 2022 Domain Generalization
Code Code Available 5 Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts May 29, 2024 Domain Generalization parameter-efficient fine-tuning
Code Code Available 5 