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domain generalization

1517 papers

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Also known as

DGSS DG SDG

Co-occurring keywords

domain adaptation (4578) transfer learning (5442) distribution shift (711) representation learning (6174) out-of-distribution generalization (403) data augmentation (3037) semantic segmentation (3179) zero-shot learning (3637) vision-language model (2235) few-shot learning (3390)

Papers

MAGIC: Multi-Argument Generation with Self-Refinement for Domain Generalization in Automatic Fact-Checking COLING 2024
An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024
Prompt Learning via Meta-Regularization CVPR 2024
Generalizable Face Landmarking Guided by Conditional Face Warping CVPR 2024
Unveiling Project-Specific Bias in Neural Code Models COLING 2024
ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024
TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024
Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning CVPR 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024
Active Reinforcement Learning for Robust Building Control AAAI 2024
Defog Artificial Intelligence Glasses: Neural Networks for the Imperfect Real World AAAI 2024
Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection CVPR 2024
Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024
SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024
Homology Consistency Constrained Efficient Tuning for Vision-Language Models NIPS 2024
Empowering Unsupervised Domain Adaptation With Large-Scale Pre-Trained Vision-Language Models WACV 2024
Domain Generalisation via Risk Distribution Matching WACV 2024
ConeQuest: A Benchmark for Cone Segmentation on Mars WACV 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning CVPR 2024
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights NIPS 2024
Data Drift in Clinical Outcome Prediction from Admission Notes COLING 2024
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation NIPS 2024
The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach INTERSPEECH 2024
Disentangled Prompt Representation for Domain Generalization CVPR 2024
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention CVPR 2024