Seong Joon Oh

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authored 6 papers 4 months ago

Calibrating Large Language Models Using Their Generations Only

Paper • 2403.05973 • Published Mar 9, 2024

Do Deep Neural Network Solutions Form a Star Domain?

Paper • 2403.07968 • Published Mar 12, 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 • 3

Intermediate Layer Classifiers for OOD generalization

Paper • 2504.05461 • Published Apr 7 • 1

Diffusion Classifiers Understand Compositionality, but Conditions Apply

Paper • 2505.17955 • Published May 23 • 22

authored a paper 6 months ago

Are We Done with Object-Centric Learning?

Paper • 2504.07092 • Published Apr 9 • 5

authored 13 papers over 1 year ago

TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification

Paper • 2402.12991 • Published Feb 20, 2024

Rethinking Spatial Dimensions of Vision Transformers

Paper • 2103.16302 • Published Mar 30, 2021 • 1

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 • 2

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

Dataset Condensation via Efficient Synthetic-Data Parameterization

Paper • 2205.14959 • Published May 30, 2022

Trustworthy Machine Learning

Paper • 2310.08215 • Published Oct 12, 2023

Faceless Person Recognition; Privacy Implications in Social Media

Paper • 1607.08438 • Published Jul 28, 2016

Person Recognition in Personal Photo Collections

Paper • 1509.03502 • Published Sep 11, 2015

Exploiting saliency for object segmentation from image level labels

Paper • 1701.08261 • Published Jan 28, 2017