AP-10K: A Benchmark for Animal Pose Estimation in the Wild Aug 28, 2021 Animal Pose Estimation Diversity
Code Code Available On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond Mar 17, 2022 Domain Generalization
Code Code Available Dynamic Domain Generalization May 27, 2022 Domain Generalization
Code Code Available Unlocking Emergent Modularity in Large Language Models Oct 17, 2023 Domain Generalization Transfer Learning
Code Code Available Diffusion Features to Bridge Domain Gap for Semantic Segmentation Jun 2, 2024 Domain Generalization Image Generation
Code Code Available Aggregated Residual Transformations for Deep Neural Networks Nov 16, 2016 Domain Generalization General Classification
Code Code Available Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
Code Code Available Adaptive High-Frequency Transformer for Diverse Wildlife Re-Identification Oct 9, 2024 Domain Generalization
Code Code Available Optimizing Latent Graph Representations of Surgical Scenes for Zero-Shot Domain Transfer Mar 11, 2024 Anatomy Disentanglement
Code Code Available Orthogonal Projection Loss Mar 25, 2021 Domain Generalization Few-Shot Learning
Code Code Available Domain-Unified Prompt Representations for Source-Free Domain Generalization Sep 29, 2022 Diversity Domain Generalization
Code Code Available Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning Jun 21, 2022 Contrastive Learning Domain Generalization
Code Code Available Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available Beyond Normal: On the Evaluation of Mutual Information Estimators Jun 19, 2023 Benchmarking Domain Generalization
Code Code Available DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization Mar 25, 2024 Domain Generalization Source-free Domain Generalization
Code Code Available Domain generalization of 3D semantic segmentation in autonomous driving Dec 7, 2022 3D Semantic Segmentation Autonomous Driving
Code Code Available PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization Dec 2, 2022 Domain Generalization object-detection
Code Code Available PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition Mar 27, 2022 Domain Generalization Face Anti-Spoofing
Code Code Available SWAD: Domain Generalization by Seeking Flat Minima Feb 17, 2021 Domain Generalization Generalization Bounds
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 BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs Oct 5, 2023 Cross-Modal Retrieval Domain Generalization
Code Code Available PGrad: Learning Principal Gradients For Domain Generalization May 2, 2023 Domain Generalization
Code Code Available Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
Code Code Available Domain-Specific Bias Filtering for Single Labeled Domain Generalization Oct 2, 2021 Domain Generalization
Code Code Available Disentangling Masked Autoencoders for Unsupervised Domain Generalization Jul 10, 2024 Domain Generalization
Code Code Available Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Oct 27, 2024 Domain Generalization General Knowledge
Code Code Available Probable Domain Generalization via Quantile Risk Minimization Jul 20, 2022 Domain Generalization
Code Code Available Progressive Domain Expansion Network for Single Domain Generalization Mar 30, 2021 Contrastive Learning Domain Generalization
Code Code Available Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification Oct 12, 2023 Domain Generalization image-classification
Code Code Available DomainLab: A modular Python package for domain generalization in deep learning Mar 21, 2024 Benchmarking Domain Generalization
Code Code Available Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation Domain Generalization
Code Code Available 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 Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Dec 6, 2022 Deep Learning Domain Generalization
Code Code Available Distribution Shift Inversion for Out-of-Distribution Prediction Jun 14, 2023 Domain Generalization Prediction
Code Code Available DIVA: Domain Invariant Variational Autoencoders May 24, 2019 Domain Generalization Rotated MNIST
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 Prompt Vision Transformer for Domain Generalization Aug 18, 2022 Domain Generalization Prompt Learning
Code Code Available Provable Domain Generalization via Invariant-Feature Subspace Recovery Jan 30, 2022 Domain Generalization
Code Code Available Domain-Specific Risk Minimization for Out-of-Distribution Generalization Aug 18, 2022 Domain Adaptation Domain Generalization
Code Code Available Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! Jun 6, 2023 counterfactual Data Augmentation
Code Code Available Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets Sep 27, 2021 Domain Generalization
Code Code Available Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation May 25, 2023 Data Augmentation Diversity
Code Code Available Dual Distribution Alignment Network for Generalizable Person Re-Identification Jul 27, 2020 Domain Generalization Generalizable Person Re-identification
Code Code Available Domain-Generalized Face Anti-Spoofing with Unknown Attacks Oct 18, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available Read-only Prompt Optimization for Vision-Language Few-shot Learning Aug 29, 2023 Domain Generalization Few-Shot Learning
Code Code Available Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Mar 10, 2022 Contrastive Learning Domain Generalization
Code Code Available 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 Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters Oct 17, 2023 Domain Generalization parameter-efficient fine-tuning
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 Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 Domain Adaptation Domain Generalization
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