Jongheon Jeong | DeepAI

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Featured Co-authors

Sung Ju Hwang
109 publications
Jinwoo Shin
105 publications
Avinash Ravichandran
28 publications
Minkyu Kim
20 publications
Sejun Park
17 publications
Sangwoo Mo
16 publications
Yang Zou
14 publications
Hankook Lee
13 publications
Minseon Kim
10 publications
Jihoon Tack
8 publications
Sihyun Yu
8 publications

∙ 03/26/2023

WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation

Visual anomaly classification and segmentation are vital for automating ...

0 Jongheon Jeong, et al. ∙

∙ 03/24/2023

Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck

In practical scenarios where training data is limited, many predictive s...

0 Jongheon Jeong, et al. ∙

∙ 03/06/2023

Guiding Energy-based Models via Contrastive Latent Variables

An energy-based model (EBM) is a popular generative framework that offer...

0 Hankook Lee, et al. ∙

∙ 12/18/2022

Confidence-aware Training of Smoothed Classifiers for Certified Robustness

Any classifier can be "smoothed out" under Gaussian noise to build a new...

0 Jongheon Jeong, et al. ∙

∙ 08/10/2022

Robust Continual Test-time Adaptation: Instance-aware BN and Prediction-balanced Memory

Test-time adaptation (TTA) is an emerging paradigm that addresses distri...

0 Taesik Gong, et al. ∙

∙ 07/28/2022

SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation

Visual anomaly detection is commonly used in industrial quality inspecti...

6 Yang Zou, et al. ∙

∙ 11/17/2021

SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness

Randomized smoothing is currently a state-of-the-art method to construct...

0 Jongheon Jeong, et al. ∙

∙ 03/17/2021

Training GANs with Stronger Augmentations via Contrastive Discriminator

Recent works in Generative Adversarial Networks (GANs) are actively revi...

19 Jongheon Jeong, et al. ∙

∙ 03/08/2021

Consistency Regularization for Adversarial Robustness

Adversarial training (AT) is currently one of the most successful method...

6 Jihoon Tack, et al. ∙

∙ 07/16/2020

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances

Novelty detection, i.e., identifying whether a given sample is drawn fro...

5 Jihoon Tack, et al. ∙

∙ 06/07/2020

Consistency Regularization for Certified Robustness of Smoothed Classifiers

A recent technique of randomized smoothing has shown that the worst-case...

7 Jongheon Jeong, et al. ∙

∙ 04/01/2020

M2m: Imbalanced Classification via Major-to-minor Translation

In most real-world scenarios, labeled training datasets are highly class...

6 Jaehyung Kim, et al. ∙

∙ 05/11/2019

Training CNNs with Selective Allocation of Channels

Recent progress in deep convolutional neural networks (CNNs) have enable...

4 Jongheon Jeong, et al. ∙

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