Domain-General Crowd Counting in Unseen Scenarios Dec 5, 2022 Crowd Counting Disentanglement
Code Code Available 5 Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 Domain Adaptation Domain Generalization
Code Code Available 5 ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Mar 21, 2023 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 Adaptive Risk Minimization: Learning to Adapt to Domain Shift Jul 6, 2020 BIG-bench Machine Learning Domain Generalization
Code Code Available 5 Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques May 27, 2023 Domain Generalization Language Modeling
Code Code Available 5 Calibrated Feature Decomposition for Generalizable Person Re-Identification Nov 27, 2021 Domain Generalization Generalizable Person Re-identification
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 Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
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 Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment May 23, 2024 Decision Making Domain Generalization
Code Code Available 5 Sparse Mixture-of-Experts are Domain Generalizable Learners Jun 8, 2022 Domain Generalization Mixture-of-Experts
Code Code Available 5 Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning Nov 21, 2021 Contrastive Learning Diversity
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 Learning Fair Representation via Distributional Contrastive Disentanglement Jun 17, 2022 Contrastive Learning Disentanglement
Code Code Available 5 Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms Nov 2, 2023 Binary Classification 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 Domain Decorrelation with Potential Energy Ranking Jul 25, 2022 Domain Generalization
Code Code Available 5 DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Aug 20, 2023 Domain Generalization
Code Code Available 5 Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Apr 6, 2022 Domain Generalization Hallucination
Code Code Available 5 In Search of Lost Domain Generalization Jul 2, 2020 Domain Generalization Model Selection
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 CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 Instance-Aware Domain Generalization for Face Anti-Spoofing Apr 12, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available 5 Learning to Generalize: Meta-Learning for Domain Generalization Oct 10, 2017 Domain Generalization image-classification
Code Code Available 5 