PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population Oct 14, 2022 Domain Generalization Knowledge Base Population
Code Code Available Unified Vision and Language Prompt Learning Oct 13, 2022 Domain Generalization Few-Shot Learning
Code Code Available M2D2: A Massively Multi-domain Language Modeling Dataset Oct 13, 2022 Domain Adaptation Domain Generalization
Code Code Available Attention Diversification for Domain Generalization Oct 9, 2022 Domain Generalization
Code Code Available Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Oct 8, 2022 Domain Generalization Knowledge Distillation
Code Code Available Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer Oct 3, 2022 Domain Generalization Federated Learning
Code Code Available Domain-Unified Prompt Representations for Source-Free Domain Generalization Sep 29, 2022 Diversity Domain Generalization
Code Code Available High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection Sep 20, 2022 Breast Cancer Detection Data Augmentation
Code Code Available FETA: Towards Specializing Foundation Models for Expert Task Applications Sep 8, 2022 Domain Generalization Few-Shot Learning
Code Code Available Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study Sep 5, 2022 Domain Adaptation Domain Generalization
Code Code Available Prompt Vision Transformer for Domain Generalization Aug 18, 2022 Domain Generalization Prompt Learning
Code Code Available Domain-Specific Risk Minimization for Out-of-Distribution Generalization Aug 18, 2022 Domain Adaptation Domain Generalization
Code Code Available Semantic Self-adaptation: Enhancing Generalization with a Single Sample Aug 10, 2022 Domain Adaptation Domain Generalization
Code Code Available Towards Domain-agnostic Depth Completion Jul 29, 2022 Depth Completion Depth Estimation
Code Code Available AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Jul 27, 2022 Data Augmentation Deep Reinforcement Learning
Code Code Available Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Jul 25, 2022 Classification Domain Generalization
Code Code Available Domain Decorrelation with Potential Energy Ranking Jul 25, 2022 Domain Generalization
Code Code Available Grounding Visual Representations with Texts for Domain Generalization Jul 21, 2022 Domain Generalization
Code Code Available Tackling Long-Tailed Category Distribution Under Domain Shifts Jul 20, 2022 Domain Generalization Meta-Learning
Code Code Available Probable Domain Generalization via Quantile Risk Minimization Jul 20, 2022 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 Test-Time Adaptation via Self-Training with Nearest Neighbor Information Jul 8, 2022 Domain Generalization Pseudo Label
Code Code Available Learning with Weak Annotations for Robust Maritime Obstacle Detection Jun 27, 2022 Collision Avoidance Domain Adaptation
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 Mitigating Data Heterogeneity in Federated Learning with Data Augmentation Jun 20, 2022 Data Augmentation Domain Generalization
Code Code Available Learning Fair Representation via Distributional Contrastive Disentanglement Jun 17, 2022 Contrastive Learning Disentanglement
Code Code Available Improving Diversity with Adversarially Learned Transformations for Domain Generalization Jun 15, 2022 Diversity Domain Generalization
Code Code Available Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques Jun 13, 2022 domain classification Domain Generalization
Code Code Available APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking Jun 12, 2022 Animal Pose Estimation 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 Causal Balancing for Domain Generalization Jun 10, 2022 Domain Generalization
Code Code Available Sparse Mixture-of-Experts are Domain Generalizable Learners Jun 8, 2022 Domain Generalization Mixture-of-Experts
Code Code Available OneRing: A Simple Method for Source-free Open-partial Domain Adaptation Jun 7, 2022 Domain Adaptation Domain Generalization
Code Code Available MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task May 27, 2022 Benchmarking Domain Generalization
Code Code Available Dynamic Domain Generalization May 27, 2022 Domain Generalization
Code Code Available FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction May 26, 2022 Domain Generalization Federated Learning
Code Code Available Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks May 21, 2022 Domain Generalization Dynamic neural networks
Code Code Available Test-time Fourier Style Calibration for Domain Generalization May 13, 2022 Domain Generalization
Code Code Available Localized Adversarial Domain Generalization May 9, 2022 Domain Generalization
Code Code Available Attention Consistency on Visual Corruptions for Single-Source Domain Generalization Apr 27, 2022 Domain Generalization Single-Source Domain Generalization
Code Code Available Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires Apr 21, 2022 Depression Detection Domain Generalization
Code Code Available NICO++: Towards Better Benchmarking for Domain Generalization Apr 17, 2022 Benchmarking Domain Generalization
Code Code Available Pin the Memory: Learning to Generalize Semantic Segmentation Apr 7, 2022 Domain Generalization Meta-Learning
Code Code Available Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Apr 6, 2022 Domain Generalization Hallucination
Code Code Available Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective Apr 4, 2022 Domain Generalization Reflection Removal
Code Code Available WildNet: Learning Domain Generalized Semantic Segmentation from the Wild Apr 4, 2022 Domain Generalization Semantic Segmentation
Code Code Available Improving Vision Transformers by Revisiting High-frequency Components Apr 3, 2022 Domain Generalization Image Classification
Code Code Available Semantic-Aware Domain Generalized Segmentation Apr 2, 2022 Domain Generalization Segmentation
Code Code Available Rethinking Portrait Matting with Privacy Preserving Mar 31, 2022 Domain Generalization Image Matting
Code Code Available Causality Inspired Representation Learning for Domain Generalization Mar 27, 2022 Domain Generalization Representation Learning
Code Code Available 