Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Jun 17, 2024 Diversity Domain Adaptation
Code Code Available Aggregated Residual Transformations for Deep Neural Networks Nov 16, 2016 Domain Generalization General Classification
Code Code Available Adaptive High-Frequency Transformer for Diverse Wildlife Re-Identification Oct 9, 2024 Domain Generalization
Code Code Available EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition Apr 4, 2023 Domain Generalization General Knowledge
Code Code Available Beyond Model Adaptation at Test Time: A Survey Nov 6, 2024 Domain Adaptation Domain Generalization
Code Code Available Beyond Normal: On the Evaluation of Mutual Information Estimators Jun 19, 2023 Benchmarking Domain Generalization
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 Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Apr 6, 2023 3D Semantic Segmentation Autonomous Driving
Code Code Available Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy Aug 27, 2023 Classification Domain Generalization
Code Code Available BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs Oct 5, 2023 Cross-Modal Retrieval Domain Generalization
Code Code Available Feature Alignment and Uniformity for Test Time Adaptation Mar 20, 2023 Domain Generalization Image Segmentation
Code Code Available Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization Aug 19, 2021 Contrastive Learning Domain Generalization
Code Code Available FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Mar 10, 2021 Domain Generalization Federated Learning
Code Code Available Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability Jun 26, 2025 Domain Generalization Robust Object Detection
Code Code Available A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design Aug 22, 2023 Domain Generalization
Code Code Available Dynamic Domain Generalization May 27, 2022 Domain Generalization
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 Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients May 25, 2024 Domain Generalization Federated Learning
Code Code Available Diffusion Features to Bridge Domain Gap for Semantic Segmentation Jun 2, 2024 Domain Generalization Image Generation
Code Code Available Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets Sep 27, 2021 Domain Generalization
Code Code Available FETA: Towards Specializing Foundation Models for Expert Task Applications Sep 8, 2022 Domain Generalization Few-Shot Learning
Code Code Available Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation May 26, 2023 Domain Generalization In-Context Learning
Code Code Available Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Apr 25, 2023 Domain Generalization Test-time Adaptation
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 ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Mar 21, 2023 Domain Generalization
Code Code Available Adaptive Risk Minimization: Learning to Adapt to Domain Shift Jul 6, 2020 BIG-bench Machine Learning 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 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 FSDR: Frequency Space Domain Randomization for Domain Generalization Mar 3, 2021 Domain Adaptation Domain Generalization
Code Code Available Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains Nov 25, 2021 Domain Generalization image-classification
Code Code Available Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization Aug 18, 2023 Domain Generalization Meta-Learning
Code Code Available Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain Aug 19, 2021 Adversarial Attack Data Augmentation
Code Code Available Generalizable Model-agnostic Semantic Segmentation via Target-specific Normalization Mar 27, 2020 Domain Generalization Segmentation
Code Code Available Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection Mar 3, 2025 Domain Adaptation Domain Generalization
Code Code Available CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available DGMamba: Domain Generalization via Generalized State Space Model Apr 11, 2024 Domain Generalization Mamba
Code Code Available Selecting Data Augmentation for Simulating Interventions May 4, 2020 Data Augmentation Domain Generalization
Code Code Available AAPL: Adding Attributes to Prompt Learning for Vision-Language Models Apr 25, 2024 Data Augmentation 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 Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
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 Causality Inspired Representation Learning for Domain Generalization Mar 27, 2022 Domain Generalization Representation Learning
Code Code Available Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available Which Invariance Should We Transfer? A Causal Minimax Learning Approach Jul 5, 2021 Domain Generalization
Code Code Available Gradient-Guided Annealing for Domain Generalization Feb 27, 2025 Domain Generalization image-classification
Code Code Available CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation May 22, 2023 Domain Generalization Segmentation
Code Code Available Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
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