LiDAR-CS Dataset: LiDAR Point Cloud Dataset with Cross-Sensors for 3D Object Detection Jan 29, 2023 3D Object Detection Autonomous Driving
Code Code Available 5 Domain Generalization for Object Recognition with Multi-task Autoencoders Aug 31, 2015 Denoising 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 Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Sep 27, 2020 Classification Domain Generalization
Code Code Available 5 Informative Dropout for Robust Representation Learning: A Shape-bias Perspective Aug 10, 2020 Domain Generalization Representation Learning
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 Style Normalization and Restitution for Domain Generalization and Adaptation Jan 3, 2021 Disentanglement Domain Adaptation
Code Code Available 5 Domain-Adversarial Training of Neural Networks May 28, 2015 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 InstructFLIP: Exploring Unified Vision-Language Model for Face Anti-spoofing Jul 16, 2025 Domain Generalization Face Anti-Spoofing
Code Code Available 5 Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing Feb 29, 2024 Domain Generalization Face Anti-Spoofing
Code Code Available 5 Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains Nov 25, 2021 Domain Generalization image-classification
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 Domain Generalization for Person Re-identification: A Survey Towards Domain-Agnostic Person Matching Jun 14, 2025 Domain Generalization Person Re-Identification
Code Code Available 5 VLLaVO: Mitigating Visual Gap through LLMs Jan 6, 2024 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 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 Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms Nov 2, 2023 Binary Classification Domain Generalization
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 Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Jul 25, 2022 Classification Domain Generalization
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 ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks Jan 6, 2022 Domain Generalization Sensitivity
Code Code Available 5 Domain-General Crowd Counting in Unseen Scenarios Dec 5, 2022 Crowd Counting Disentanglement
Code Code Available 5 LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation May 26, 2025 Data Augmentation Domain Generalization
Code Code Available 5 Causal Balancing for Domain Generalization Jun 10, 2022 Domain Generalization
Code Code Available 5 Test-time Fourier Style Calibration for Domain Generalization May 13, 2022 Domain Generalization
Code Code Available 5 Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 Domain Adaptation Domain Generalization
Code Code Available 5 Learning Fair Representation via Distributional Contrastive Disentanglement Jun 17, 2022 Contrastive Learning Disentanglement
Code Code Available 5 Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling Nov 7, 2022 Disentanglement Domain Generalization
Code Code Available 5 The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation Jul 16, 2024 Domain Generalization Image Segmentation
Code Code Available 5 Domain Generalization by Learning and Removing Domain-specific Features Dec 14, 2022 Decoder Domain Generalization
Code Code Available 5 Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available 5 Learning Domain Invariant Prompt for Vision-Language Models Dec 8, 2022 Domain Generalization Language Modelling
Code Code Available 5 Domain Generalization by Mutual-Information Regularization with Pre-trained Models Mar 21, 2022 Domain Generalization
Code Code Available 5 Causality Inspired Representation Learning for Domain Generalization Mar 27, 2022 Domain Generalization Representation Learning
Code Code Available 5 An Empirical Framework for Domain Generalization in Clinical Settings Mar 20, 2021 Domain Generalization Time Series
Code Code Available 5 Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available 5 Towards Domain-agnostic Depth Completion Jul 29, 2022 Depth Completion Depth Estimation
Code Code Available 5 Which Invariance Should We Transfer? A Causal Minimax Learning Approach Jul 5, 2021 Domain Generalization
Code Code Available 5 Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head Sep 23, 2023 Domain Generalization
Code Code Available 5 Learning Meta Pattern for Face Anti-Spoofing Oct 13, 2021 Domain Generalization Face Anti-Spoofing
Code Code Available 5 Towards Generalizable Multi-Camera 3D Object Detection via Perspective Debiasing Oct 17, 2023 3D Object Detection Domain Adaptation
Code Code Available 5 CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available 5 Learning to Diversify for Single Domain Generalization Aug 26, 2021 Domain Generalization Photo to Rest Generalization
Code Code Available 5 Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study Sep 5, 2022 Domain Adaptation Domain Generalization
Code Code Available 5 Learning to Balance Specificity and Invariance for In and Out of Domain Generalization Aug 28, 2020 Domain Generalization Specificity
Code Code Available 5 Learning to Generalize across Domains on Single Test Samples Feb 16, 2022 Bayesian Inference Domain Adaptation
Code Code Available 5 DomainLab: A modular Python package for domain generalization in deep learning Mar 21, 2024 Benchmarking Domain Generalization
Code Code Available 5 