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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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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