Browse "RIMS Conference Papers" by Author Shin, Jinwoo
Showing results 1 to 19 of 19
| Adversarial Neural Pruning with Latent Vulnerability Suppression Madaan, Divyam; Shin, Jinwoo; Hwang, Sung Ju, 37th International Conference on Machine Learning, ICML 2020, ICML, 2020-07-15 |
| Bitcoin vs. Bitcoin Cash: Coexistence or Downfall of Bitcoin Cash? Kwon, Yujin; Kim, Hyoungshick; Shin, Jinwoo; Kim, Yongdae, IEEE Symposium on Security & Privacy, pp.935 - 951, IEEE, 2019-05-20 |
| CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances Tack, Jihoon; Mo, Sangwoo; Jeong, Jongheon; Shin, Jinwoo, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07 |
| DiscFace: Minimum Discrepancy Learning for Deep Face Recognition Kim, Insoo; Han, Seungju; Park, Seong-Jin; Baek, Ji-won; Shin, Jinwoo; Han, Jae-Joon; Choi, Changkyu, 15th Asian Conference on Computer Vision, ACCV 2020, ACCV committee, 2020-12-01 |
| Gauged Mini-Bucket Elimination for Approximate Inference Ahn, Sungsoo; Chertkov, Michael; Shin, Jinwoo; 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, Jinwoo; Yi, Yung, AISTATS 2019: International Conference on Artificial Intelligence and Statistics, Society for Artificial Intelligence and Statistics, 2019-04-17 |
| Learning from Failure: De-biasing Classifier from Biased Classifier Nam, Jun Hyun; Cha, Hyuntak; Ahn, Sungsoo; Lee, Jaeho; Shin, Jinwoo, 34th Conference on Neural Information Processing Systems (NeurIPS) 2020, Neural Information Processing Systems, 2020-12-07 |
| Learning What to Defer for Maximum Independent Sets Ahn, Sungsoo; SEO, YOUNGGYO; Shin, Jinwoo, Thirty-seventh International Conference on Machine Learning, ICML 2020, pp.122 - 132, International Conference on Machine Learning, 2020-07-15 |
| Lookahead: A Far-sighted Alternative of Magnitude-based Pruning Park, Sejun; Lee, Jaeho; Mo, Sangwoo; Shin, Jinwoo, Eighth International Conference on Learning Representations, ICLR 2020, International Conference on Learning Representations, 2020-04-27 |
| M2m: Imbalanced Classification via Major-to-minor Translation Jaehyung, Kim; Jeong, Jongheon; Shin, Jinwoo, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, IEEE Computer Society, 2020-06-16 |
| Meta-Learning Sparse Implicit Neural Representations Lee, Jaeho; Tack, Jihoon; Lee, Namhoon; Shin, Jinwoo, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07 |
| Object-aware Contrastive Learning for Debiased Scene Representation Mo, Sangwoo; Kang, Hyunwoo; Sohn, Kihyunk; Li, Chun-Liang; Shin, Jinwoo, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07 |
| Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix Han, Insu; Avron, Haim; Shin, Jinwoo, Thirty-seventh International Conference on Machine Learning, ICML 2020, pp.3942 - 3951, International Conference on Machine Learning, 2020-07-15 |
| Provable Memorization via Deep Neural Networks using Sub-linear Parameters Park, Sejun; Lee, Jaeho; Yun, Chulhee; Shin, Jinwoo, Conference on Learning Theory (COLT) 2021, JMLR JOURNAL MACHINE LEARNING RESEARCH, 2021-08 |
| Scaling Neural Tangent Kernels via Sketching and Random Features Zandieh, Amir; Han, Insu; Avron, Haim; Shoham, Neta; Kim, Chaewon; Shin, Jinwoo, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07 |
| Self-Improved Retrosynthetic Planning Kim, Junsu; Ahn, Sungsoo; Lee, Hankook; Shin, Jinwoo, International Conference on Machine Learning (ICML), JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2021-07 |
| Self-supervised Label Augmentation via Input Transformations Lee, Hankook; Hwang, Sung Ju; Shin, Jinwoo, 37th International Conference on Machine Learning, ICML 2020, ICML 2020 committee, 2020-07-15 |
| SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness Jeong, Jongheon; Park, Sejun; Kim, Minkyu; Lee, Heung-Chang; Kim, Doguk; Shin, Jinwoo, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Neural Information Processing Systems, 2021-12-07 |
| Stochastic Chebyshev Gradient Descent for Spectral Optimization Han, Insu; Avron, Haim; Shin, Jinwoo, 32nd Conference on Neural Information Processing Systems (NIPS), Neural Information Processing Systems Foundation, 2018-12-06 |
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