Environment Agnostic Representation for Visual Reinforcement Learning Jan 1, 2023 Deep Reinforcement Learning Domain Generalization
Code Code Available Energy-Based Test Sample Adaptation for Domain Generalization Feb 22, 2023 Domain Generalization Variational Inference
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 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 Adaptive Risk Minimization: Learning to Adapt to Domain Shift Jul 6, 2020 BIG-bench Machine Learning Domain Generalization
Code Code Available Domain-Specific Bias Filtering for Single Labeled Domain Generalization Oct 2, 2021 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 SETA: Semantic-Aware Token Augmentation for Domain Generalization Mar 18, 2024 Data Augmentation Domain Generalization
Code Code Available Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
Code Code Available Domain-Specific Risk Minimization for Out-of-Distribution Generalization Aug 18, 2022 Domain Adaptation Domain Generalization
Code Code Available Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning Nov 21, 2021 Contrastive Learning Diversity
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 Efficient Domain Generalization via Common-Specific Low-Rank Decomposition Mar 28, 2020 Data Augmentation Domain Generalization
Code Code Available ELFNet: Evidential Local-global Fusion for Stereo Matching Aug 1, 2023 Domain Generalization Stereo Matching
Code Code Available Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization Sep 27, 2020 Classification Domain Generalization
Code Code Available Source-Free Open Compound Domain Adaptation in Semantic Segmentation Jun 7, 2021 Domain Adaptation Domain Generalization
Code Code Available Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available Domain Decorrelation with Potential Energy Ranking Jul 25, 2022 Domain Generalization
Code Code Available DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Aug 20, 2023 Domain Generalization
Code Code Available SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud Dec 6, 2022 3D Object Detection Autonomous Driving
Code Code Available DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization Mar 25, 2024 Domain Generalization Source-free Domain Generalization
Code Code Available Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 Domain Adaptation Domain Generalization
Code Code Available CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Apr 6, 2022 Domain Generalization Hallucination
Code Code Available Domain-General Crowd Counting in Unseen Scenarios Dec 5, 2022 Crowd Counting Disentanglement
Code Code Available Style Normalization and Restitution for Domain Generalization and Adaptation Jan 3, 2021 Disentanglement Domain Adaptation
Code Code Available Causal Balancing for Domain Generalization Jun 10, 2022 Domain Generalization
Code Code Available Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning Dec 1, 2022 Domain Generalization Question Answering
Code Code Available Efficient and Effective Augmentation Strategy for Adversarial Training Oct 27, 2022 Computational Efficiency Domain Generalization
Code Code Available Unlocking Emergent Modularity in Large Language Models Oct 17, 2023 Domain Generalization Transfer Learning
Code Code Available Task-Aware Clustering for Prompting Vision-Language Models Jan 1, 2025 Clustering Domain Generalization
Code Code Available Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval Aug 20, 2024 Domain Generalization Language Modeling
Code Code Available Domain Generalization by Learning and Removing Domain-specific Features Dec 14, 2022 Decoder Domain Generalization
Code Code Available Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available ERM++: An Improved Baseline for Domain Generalization Apr 4, 2023 Domain Generalization
Code Code Available Domain Generalization by Mutual-Information Regularization with Pre-trained Models Mar 21, 2022 Domain Generalization
Code Code Available Causality Inspired Representation Learning for Domain Generalization Mar 27, 2022 Domain Generalization Representation Learning
Code Code Available An Empirical Framework for Domain Generalization in Clinical Settings Mar 20, 2021 Domain Generalization Time Series
Code Code Available Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Jul 19, 2022 Domain Generalization Multiple Object Tracking
Code Code Available Which Invariance Should We Transfer? A Causal Minimax Learning Approach Jul 5, 2021 Domain Generalization
Code Code Available Dual-stream Feature Augmentation for Domain Generalization Sep 7, 2024 Contrastive Learning 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 Toward Real-world Single Image Deraining: A New Benchmark and Beyond Jun 11, 2022 Domain Generalization Image Restoration
Code Code Available CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available Dynamic Domain Generalization May 27, 2022 Domain Generalization
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available Towards Generalizable Multi-Camera 3D Object Detection via Perspective Debiasing Oct 17, 2023 3D Object Detection Domain Adaptation
Code Code Available Dynamic Domain Adaptation for Efficient Inference Mar 26, 2021 Domain Adaptation Domain Generalization
Code Code Available FSDR: Frequency Space Domain Randomization for Domain Generalization Mar 3, 2021 Domain Adaptation Domain Generalization
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