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Results 1-10 of 44 (Search time: 0.005 seconds).

NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
1
A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks

LEE, KIMIN; Lee, Kibok; Lee, Honglak; Shin, Jinwooresearcher, 32nd Conference on Neural Information Processing Systems (NIPS), Neural Information Processing Systems Foundation, 2018-12-06

2
Stochastic Chebyshev Gradient Descent for Spectral Optimization

Han, Insu; Avron, Haim; Shin, Jinwooresearcher, 32nd Conference on Neural Information Processing Systems (NIPS), Neural Information Processing Systems Foundation, 2018-12-06

3
Hierarchical Novelty Detection for Visual Object Recognition

Lee, Kibok; LEE, KIMIN; Min, Kyle; Zhang, Yuting; Shin, Jinwooresearcher; Lee, Honglak, 31st IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.1034 - 1042, IEEE Computer Society, 2018-06-20

4
Gauged Mini-Bucket Elimination for Approximate Inference

Ahn, Sungsoo; Chertkov, Michael; Shin, Jinwooresearcher; Weller, Adrian, 21st International Conference on Artificial Intelligence and Statistics (AISTATS), AISTATS Committee, 2018-04-10

5
Iterative Bayesian Learning for Crowdsourced Regression

Ok, Jungseul; Oh, Sewoong; Jang, Yunhun; Shin, Jinwooresearcher; Yi, Yungresearcher, AISTATS 2019: International Conference on Artificial Intelligence and Statistics, Society for Artificial Intelligence and Statistics, 2019-04-17

6
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning

Seo, Younggyo; Lee, Kimin; Clavera, Ignasi; Kurutach, Thanard; Shin, Jinwooresearcher; Abbeel, Pieter, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07

7
Learning from Failure: De-biasing Classifier from Biased Classifier

Nam, Jun Hyun; Cha, Hyuntak; Ahn, Sungsoo; Lee, Jaeho; Shin, Jinwooresearcher, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07

8
Consistency Regularization for Certified Robustness of Smoothed Classifiers

Jeong, Jongheon; Shin, Jinwooresearcher, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, NeurIPS committee, 2020-12-07

9
Regularizing Class-wise Predictions via Self-knowledge Distillation

Yun, Sukmin; Park, Jongjin; Lee, Kimin; Shin, Jinwooresearcher, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, IEEE Computer Society, 2020-06-16

10
M2m: Imbalanced Classification via Major-to-minor Translation

Jaehyung, Kim; Jeong, Jongheon; Shin, Jinwooresearcher, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, IEEE Computer Society, 2020-06-16

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