InstructFLIP: Exploring Unified Vision-Language Model for Face Anti-spoofing Jul 16, 2025 Domain Generalization Face Anti-Spoofing
Code Code Available 5 FSDR: Frequency Space Domain Randomization for Domain Generalization Mar 3, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 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 5 APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP Apr 12, 2023 Domain Generalization Prompt Learning
Code Code Available 5 Diffusion Features to Bridge Domain Gap for Semantic Segmentation Jun 2, 2024 Domain Generalization Image Generation
Code Code Available 5 Aggregated Residual Transformations for Deep Neural Networks Nov 16, 2016 Domain Generalization General Classification
Code Code Available 5 CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available 5 Adaptive High-Frequency Transformer for Diverse Wildlife Re-Identification Oct 9, 2024 Domain Generalization
Code Code Available 5 Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation Jul 18, 2023 Domain Generalization Image Segmentation
Code Code Available 5 PromptMID: Modal Invariant Descriptors Based on Diffusion and Vision Foundation Models for Optical-SAR Image Matching Feb 25, 2025 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 Frustratingly Simple Domain Generalization via Image Stylization Jun 19, 2020 Domain Generalization Image Stylization
Code Code Available 5 Discovering environments with XRM Sep 28, 2023 Domain Generalization Out-of-Distribution Generalization
Code Code Available 5 Beyond Normal: On the Evaluation of Mutual Information Estimators Jun 19, 2023 Benchmarking Domain Generalization
Code Code Available 5 DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Aug 20, 2023 Domain Generalization
Code Code Available 5 GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts Nov 10, 2022 3D Instance Segmentation Domain Generalization
Code Code Available 5 AP-10K: A Benchmark for Animal Pose Estimation in the Wild Aug 28, 2021 Animal Pose Estimation Diversity
Code Code Available 5 Generalizable Sleep Staging via Multi-Level Domain Alignment Dec 13, 2023 Domain Generalization Sleep Staging
Code Code Available 5 Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning Sep 28, 2023 Domain Generalization Federated Learning
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 BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs Oct 5, 2023 Cross-Modal Retrieval Domain Generalization
Code Code Available 5 Generalizable Model-agnostic Semantic Segmentation via Target-specific Normalization Mar 27, 2020 Domain Generalization Segmentation
Code Code Available 5 Domain Generalization by Mutual-Information Regularization with Pre-trained Models Mar 21, 2022 Domain Generalization
Code Code Available 5 Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation Dec 4, 2023 Diversity Domain Adaptation
Code Code Available 5 InterNet: Unsupervised Cross-modal Homography Estimation Based on Interleaved Modality Transfer and Self-supervised Homography Prediction Sep 26, 2024 Domain Generalization Homography Estimation
Code Code Available 5 Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection Mar 3, 2025 Domain Adaptation Domain Generalization
Code Code Available 5 Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available 5 Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment May 23, 2024 Decision Making Domain Generalization
Code Code Available 5 Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification Oct 12, 2023 Domain Generalization image-classification
Code Code Available 5 Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires Apr 21, 2022 Depression Detection 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 Improving Pseudo-labelling and Enhancing Robustness for Semi-Supervised Domain Generalization Jan 25, 2024 Domain Generalization Semi-Supervised Domain Generalization
Code Code Available 5 Distribution Shift Inversion for Out-of-Distribution Prediction Jun 14, 2023 Domain Generalization Prediction
Code Code Available 5 DIVA: Domain Invariant Variational Autoencoders May 24, 2019 Domain Generalization Rotated MNIST
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 Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching Jun 27, 2023 Domain Generalization Stereo Matching
Code Code Available 5 Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Aug 25, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available 5 Improving robustness against common corruptions by covariate shift adaptation Jun 30, 2020 Domain Generalization Image Classification
Code Code Available 5 Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer Aug 21, 2023 Domain Generalization Style Transfer
Code Code Available 5 Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation May 25, 2023 Data Augmentation Diversity
Code Code Available 5 Global Filter Networks for Image Classification Jul 1, 2021 Classification Domain Generalization
Code Code Available 5 Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization Feb 14, 2022 Domain Generalization Out-of-Distribution Generalization
Code Code Available 5 G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection Feb 7, 2024 Domain Generalization Neural Architecture Search
Code Code Available 5 Towards Robust Vision Transformer May 17, 2021 Domain Generalization Image Classification
Code Code Available 5 Domain Decorrelation with Potential Energy Ranking Jul 25, 2022 Domain Generalization
Code Code Available 5 Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Sep 12, 2024 Decoder Domain Generalization
Code Code Available 5 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 5 Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 Domain Adaptation Domain Generalization
Code Code Available 5 