2 papers
cs.LG2026
SORA: Free Second-Order Attacks in Fast Adversarial Training
Mazdak Teymourian, Ramtin Moslemi, Farzan Rahmani +1
Adversarial Training (AT) is a leading defense against adversarial examples but often suffers from Catastrophic Overfitting (CO) in efficient single-step variants, where robustness…
cs.CV2024
Illusory VQA: Benchmarking and Enhancing Multimodal Models on Visual Illusions
Mohammadmostafa Rostamkhani, Baktash Ansari, Hoorieh Sabzevari +2
In recent years, Visual Question Answering (VQA) has made significant strides, particularly with the advent of multimodal models that integrate vision and language understanding. H…