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 5 Aggregated Residual Transformations for Deep Neural Networks Nov 16, 2016 Domain Generalization General Classification
Code Code Available 5 AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Apr 25, 2023 Domain Generalization Test-time Adaptation
Code Code Available 5 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 5 Beyond Model Adaptation at Test Time: A Survey Nov 6, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 Beyond Normal: On the Evaluation of Mutual Information Estimators Jun 19, 2023 Benchmarking Domain Generalization
Code Code Available 5 Adaptive Methods for Aggregated Domain Generalization Dec 9, 2021 Domain Generalization
Code Code Available 5 Domain-Specific Bias Filtering for Single Labeled Domain Generalization Oct 2, 2021 Domain Generalization
Code Code Available 5 Domain-Unified Prompt Representations for Source-Free Domain Generalization Sep 29, 2022 Diversity Domain Generalization
Code Code Available 5 BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs Oct 5, 2023 Cross-Modal Retrieval Domain Generalization
Code Code Available 5 Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment Jun 23, 2020 Data Augmentation Decoder
Code Code Available 5 Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available 5 Federated Domain Generalization With Generalization Adjustment Jan 1, 2023 Domain Generalization Fairness
Code Code Available 5 Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability Jun 26, 2025 Domain Generalization Robust Object Detection
Code Code Available 5 Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging Aug 18, 2020 Computed Tomography (CT) Domain Generalization
Code Code Available 5 Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
Code Code Available 5 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 5 Disentangling Masked Autoencoders for Unsupervised Domain Generalization Jul 10, 2024 Domain Generalization
Code Code Available 5 Domain-Generalized Face Anti-Spoofing with Unknown Attacks Oct 18, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available 5 Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets Sep 27, 2021 Domain Generalization
Code Code Available 5 Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation Domain Generalization
Code Code Available 5 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 5 Domain Invariant Representation Learning with Domain Density Transformations Feb 9, 2021 Domain Generalization Representation Learning
Code Code Available 5 AAPL: Adding Attributes to Prompt Learning for Vision-Language Models Apr 25, 2024 Data Augmentation Domain Generalization
Code Code Available 5 Contrastive Syn-to-Real Generalization Apr 6, 2021 Diversity Domain Generalization
Code Code Available 5 