Calibrating Large Language Models Using Their Generations Only Paper • 2403.05973 • Published Mar 9, 2024
Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models Paper • 2411.00154 • Published Oct 31, 2024
CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally Paper • 2502.03566 • Published Feb 5 • 2
Diffusion Classifiers Understand Compositionality, but Conditions Apply Paper • 2505.17955 • Published May 23 • 21
Diffusion Classifiers Understand Compositionality, but Conditions Apply Paper • 2505.17955 • Published May 23 • 21
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification Paper • 2402.12991 • Published Feb 20, 2024
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Paper • 1905.04899 • Published May 13, 2019
Neglected Free Lunch; Learning Image Classifiers Using Annotation Byproducts Paper • 2303.17595 • Published Mar 30, 2023 • 1
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs Paper • 2302.02865 • Published Feb 6, 2023
ECCV Caption: Correcting False Negatives by Collecting Machine-and-Human-verified Image-Caption Associations for MS-COCO Paper • 2204.03359 • Published Apr 7, 2022
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights Paper • 2006.08217 • Published Jun 15, 2020
Scratching Visual Transformer's Back with Uniform Attention Paper • 2210.08457 • Published Oct 16, 2022