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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark EMNLP 2024
Examining the Limitations of Computational Rumor Detection Models Trained on Static Datasets COLING 2024
Understanding Retrieval Robustness for Retrieval-augmented Image Captioning ACL 2024
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment CVPR 2024
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts NIPS 2024
AHA: Human-Assisted Out-of-Distribution Generalization and Detection NIPS 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning CVPR 2024
Collaborating Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding EMNLP 2024
FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024
Grounding Partially-Defined Events in Multimodal Data EMNLP 2024
Fairness in Survival Analysis with Distributionally Robust Optimization JMLR 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024
Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID WACV 2024
GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts NIPS 2024
Real-Time Anomaly Detection and Reactive Planning with Large Language Models RSS 2024
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media ACL 2024
Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling WACV 2024
Magnum JUCSE at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024
THE COLOSSEUM: A Benchmark for Evaluating Generalization for Robotic Manipulation RSS 2024
Achievable distributional robustness when the robust risk is only partially identified NIPS 2024
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics WACV 2024
Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains ACL 2024
PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning ACL 2024
Symmetric Self-Paced Learning for Domain Generalization AAAI 2024