Search Results for author: Jisoo Mok

Found 3 papers, 2 papers with code

Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation

1 code implementation NeurIPS 2021 Jungbeom Lee, Jooyoung Choi, Jisoo Mok, Sungroh Yoon

Weakly supervised semantic segmentation produces pixel-level localization from class labels; however, a classifier trained on such labels is likely to focus on a small discriminative region of the target object.

Weakly-Supervised Semantic Segmentation

AdvRush: Searching for Adversarially Robust Neural Architectures

no code implementations ICCV 2021 Jisoo Mok, Byunggook Na, Hyeokjun Choe, Sungroh Yoon

Current efforts to improve the robustness of neural networks against adversarial examples are focused on developing robust training methods, which update the weights of a neural network in a more robust direction.

Adversarial Robustness Neural Architecture Search

Accelerating Neural Architecture Search via Proxy Data

1 code implementation9 Jun 2021 Byunggook Na, Jisoo Mok, Hyeokjun Choe, Sungroh Yoon

By analyzing proxy data constructed using various selection methods through data entropy, we propose a novel proxy data selection method tailored for NAS.

Neural Architecture Search

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