model robustness

478 papers

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Co-occurring keywords

adversarial attack (1599) adversarial training (1261) adversarial robustness (1335) text classification (6776) adversarial example (563) data augmentation (3037) large language model (12755) adversarial learning (1592) natural language processing (2027) domain generalization (1517)

Papers

Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics ICML 2023

FLOAT: Fast Learnable Once-for-All Adversarial Training for Tunable Trade-Off Between Accuracy and Robustness WACV 2023

HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness ICCV 2023

Improving Generalization of Adversarial Training via Robust Critical Fine-Tuning ICCV 2023

Efficiently Robustify Pre-Trained Models ICCV 2023

Adversarial Finetuning with Latent Representation Constraint to Mitigate Accuracy-Robustness Tradeoff ICCV 2023

Towards Building More Robust Models with Frequency Bias ICCV 2023

Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023

HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models ICCV 2023

Calibrating Multimodal Learning ICML 2023

Provable Dynamic Fusion for Low-Quality Multimodal Data ICML 2023

There is more than one kind of robustness: Fooling Whisper with adversarial examples INTERSPEECH 2023

Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses AAAI 2023

Robust-MSA: Understanding the Impact of Modality Noise on Multimodal Sentiment Analysis AAAI 2023

Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models NIPS 2023

Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023

Improving the Robustness of Summarization Systems with Dual Augmentation ACL 2023

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization ACL 2023

Misleading Relation Classifiers by Substituting Words in Texts ACL 2023

Evaluating Multilingual Speech Translation under Realistic Conditions with Resegmentation and Terminology ACL 2023

Fighting Bias With Bias: Promoting Model Robustness by Amplifying Dataset Biases ACL 2023

Rethinking Document-Level Relation Extraction: A Reality Check ACL 2023

Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning ACL 2023

NormNet: Normalize Noun Phrases for More Robust NLP ACL 2023

LMentry: A Language Model Benchmark of Elementary Language Tasks ACL 2023