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 Adaptive Methods for Aggregated Domain Generalization Dec 9, 2021 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 BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs Oct 5, 2023 Cross-Modal Retrieval Domain Generalization
Code Code Available Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics Aug 28, 2023 counterfactual Domain Adaptation
Code Code Available Dynamic Domain Generalization May 27, 2022 Domain Generalization
Code Code Available Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization Aug 19, 2021 Contrastive Learning Domain Generalization
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 FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving Sep 23, 2023 Autonomous Driving 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 Domain Generalization With Generalization Adjustment Jan 1, 2023 Domain Generalization Fairness
Code Code Available Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective Apr 4, 2022 Domain Generalization Reflection Removal
Code Code Available Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets Sep 27, 2021 Domain Generalization
Code Code Available Diffusion Features to Bridge Domain Gap for Semantic Segmentation Jun 2, 2024 Domain Generalization Image Generation
Code Code Available FETA: Towards Specializing Foundation Models for Expert Task Applications Sep 8, 2022 Domain Generalization Few-Shot Learning
Code Code Available Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains Mar 3, 2022 Domain Generalization Person Re-Identification
Code Code Available AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Apr 25, 2023 Domain Generalization Test-time Adaptation
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 FSDR: Frequency Space Domain Randomization for Domain Generalization Mar 3, 2021 Domain Adaptation Domain Generalization
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 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 Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning Sep 28, 2023 Domain Generalization Federated 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 Sleep Staging via Multi-Level Domain Alignment Dec 13, 2023 Domain Generalization Sleep Staging
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 CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available Causal Balancing for Domain Generalization Jun 10, 2022 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 Global Filter Networks for Image Classification Jul 1, 2021 Classification Domain Generalization
Code Code Available DGMamba: Domain Generalization via Generalized State Space Model Apr 11, 2024 Domain Generalization Mamba
Code Code Available G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection Feb 7, 2024 Domain Generalization Neural Architecture Search
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-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation Nov 16, 2023 Domain Generalization Medical Diagnosis
Code Code Available Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
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 Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques Jun 13, 2022 domain classification Domain Generalization
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