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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Temporal Generalizability in Multimodal Misinformation Detection EMNLP 2023
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study EMNLP 2023
AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite EMNLP 2023
A Large-Scale Robustness Analysis of Video Action Recognition Models CVPR 2023
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization CVPR 2023
Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains CVPR 2023
Crossing the Gap: Domain Generalization for Image Captioning CVPR 2023
Deep Frequency Filtering for Domain Generalization CVPR 2023
DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023
BiasBed - Rigorous Texture Bias Evaluation CVPR 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion CVPR 2023
NICO++: Towards Better Benchmarking for Domain Generalization CVPR 2023
Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns CVPR 2023
GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection CVPR 2023
Trainable Projected Gradient Method for Robust Fine-Tuning CVPR 2023
Bi-Level Meta-Learning for Few-Shot Domain Generalization CVPR 2023
Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023
BiasAdv: Bias-Adversarial Augmentation for Model Debiasing CVPR 2023
Progressive Random Convolutions for Single Domain Generalization CVPR 2023
Q: How To Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CVPR 2023
Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023
AltFreezing for More General Video Face Forgery Detection CVPR 2023
Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts CVPR 2023
MaPLe: Multi-Modal Prompt Learning CVPR 2023
Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations NIPS 2023