Generalized Face Anti-spoofing via Finer Domain Partition and Disentangling Liveness-irrelevant Factors Jul 11, 2024 Diversity Domain Generalization
Code Code Available PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images Jun 21, 2024 Data Augmentation Decision Making
Code Code Available Generalized Adaptive Transfer Network: Enhancing Transfer Learning in Reinforcement Learning Across Domains Jul 2, 2025 Atari Games Chatbot
Code Code Available AutoAugment: Learning Augmentation Strategies From Data Jun 1, 2019 Data Augmentation Domain Generalization
Code Code Available Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal Mechanisms Nov 7, 2024 Domain Generalization Image Segmentation
Code Code Available Discriminative Adversarial Domain Generalization with Meta-learning based Cross-domain Validation Nov 1, 2020 BIG-bench Machine Learning Domain Generalization
Code Code Available Gated Domain Units for Multi-source Domain Generalization Jun 24, 2022 Domain Generalization Transfer Learning
Code Code Available Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human Matting Apr 1, 2024 Domain Generalization GPU
Code Code Available StochCA: A Novel Approach for Exploiting Pretrained Models with Cross-Attention Feb 25, 2024 Domain Generalization Transfer Learning
Code Code Available FS-BAN: Born-Again Networks for Domain Generalization Few-Shot Classification Aug 23, 2022 Domain Generalization Knowledge Distillation
Code Code Available Discrete Representations Strengthen Vision Transformer Robustness Nov 20, 2021 Domain Generalization Image Classification
Code Code Available FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing Apr 23, 2025 Domain Generalization Prompt Learning
Code Code Available Direct-Effect Risk Minimization for Domain Generalization Nov 26, 2022 Causal Inference Domain Generalization
Code Code Available Frequency Tracking Features for Data-Efficient Deep Siren Identification Sep 13, 2024 Diversity Domain Generalization
Code Code Available Frequency-Based Federated Domain Generalization for Polyp Segmentation Oct 2, 2024 Domain Generalization Federated Learning
Code Code Available Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment Jan 19, 2023 Data Augmentation Domain Generalization
Code Code Available A Study on Domain Generalization for Failure Detection through Human Reactions in HRI Mar 10, 2024 Domain Generalization
Code Code Available Forensic Histopathological Recognition via a Context-Aware MIL Network Powered by Self-Supervised Contrastive Learning Aug 27, 2023 Contrastive Learning Domain Generalization
Code Code Available PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model Aug 24, 2024 Denoising Domain Generalization
Code Code Available Diffusion-Based Adaptation for Classification of Unknown Degraded Images Jun 17, 2024 Classification Domain Generalization
Code Code Available Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation Jul 6, 2021 Domain Adaptation Domain Generalization
Code Code Available Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation Dec 5, 2024 Domain Generalization Image Generation
Code Code Available Assessing out-of-domain generalization for robust building damage detection Nov 20, 2020 Domain Generalization
Code Code Available Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation Mar 7, 2022 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework Nov 30, 2021 Domain Adaptation Domain Generalization
Code Code Available PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization Apr 13, 2024 Domain Generalization
Code Code Available DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification Sep 18, 2023 Domain Generalization Model Selection
Code Code Available Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning Nov 21, 2023 Domain Generalization Few-Shot Learning
Code Code Available Style Interleaved Learning for Generalizable Person Re-identification Jul 7, 2022 Computational Efficiency Domain Generalization
Code Code Available Predicting Practically? Domain Generalization for Predictive Analytics in Real-world Environments Mar 5, 2025 Decision Making Domain Generalization
Code Code Available Focus on the Common Good: Group Distributional Robustness Follows Oct 6, 2021 Domain Generalization
Code Code Available A separability-based approach to quantifying generalization: which layer is best? May 2, 2024 Domain Adaptation Domain Generalization
Code Code Available Deep Spatial Domain Generalization Oct 3, 2022 Domain Generalization Graph Neural Network
Code Code Available Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy Jun 10, 2023 Diagnostic Domain Generalization
Code Code Available Deep Shape Matching Sep 11, 2017 Domain Generalization Image Retrieval
Code Code Available Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks Apr 5, 2020 Classification Of Breast Cancer Histology Images Dimensionality Reduction
Code Code Available A Cross-Domain Transferable Neural Coherence Model May 28, 2019 Articles Domain Generalization
Code Code Available PARDON: Privacy-Aware and Robust Federated Domain Generalization Oct 30, 2024 Contrastive Learning Domain Generalization
Code Code Available Probing the Robustness of Pre-trained Language Models for Entity Matching Oct 1, 2022 Data Augmentation Domain Generalization
Code Code Available Artifact-Based Domain Generalization of Skin Lesion Models Aug 20, 2022 Domain Generalization Out-of-Distribution Generalization
Code Code Available Fine-Grained Domain Generalization with Feature Structuralization Jun 13, 2024 Domain Generalization Specificity
Code Code Available Style Variable and Irrelevant Learning for Generalizable Person Re-identification Sep 12, 2022 Diversity Domain Generalization
Code Code Available A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
Code Code Available Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring Aug 4, 2020 Automated Essay Scoring Domain Generalization
Code Code Available Prompt-based Learning for Text Readability Assessment Feb 25, 2023 Domain Generalization Text Simplification
Code Code Available Robust Novelty Detection through Style-Conscious Feature Ranking Oct 5, 2023 Domain Generalization Novelty Detection
Code Code Available Deep neural networks for choice analysis: Enhancing behavioral regularity with gradient regularization Apr 23, 2024 Domain Generalization
Code Code Available Deep Multimodal Fusion for Generalizable Person Re-identification Nov 2, 2022 Domain Generalization Generalizable Person Re-identification
Code Code Available Finding Competence Regions in Domain Generalization Mar 17, 2023 Domain Generalization
Code Code Available FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching Jun 10, 2025 Domain Generalization
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