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

Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization AAAI 2025

Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model AAAI 2025

ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions AAAI 2025

Domain Generalizable Portrait Style Transfer ICCV 2025

The Devil is in Fine-tuning and Long-tailed Problems: A New Benchmark for Scene Text Detection IJCAI 2025

StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment IJCAI 2025

The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation AAAI 2025

C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025

Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations NAACL 2025

Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation AAAI 2025

Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering AAAI 2025

TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction CVPR 2025

SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data NAACL 2025

Domain Generalized Medical Landmark Detection via Robust Boundary-Aware Pre-Training AAAI 2025

Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025

NCAP: Scene Text Image Super-Resolution with Non-CAtegorical Prior WACV 2025

Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning AAAI 2025

Subgraph Aggregation for Out-of-Distribution Generalization on Graphs AAAI 2025

Certified Causal Defense with Generalizable Robustness AAAI 2025

Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection COLING 2025

DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization NAACL 2025

CAN-ST: Clustering Adaptive Normalization for Spatio-temporal OOD Learning IJCAI 2025

Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025

Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis AAAI 2025

HYBOOD: A Hybrid Generative Model for Out-of-Distribution Detection with Corruption Estimation AAAI 2025