Saehoon Kim

发表

Binary Embedding with Additive Homogeneous Kernels

Seungjin Choi, Saehoon Kim, 2017, AAAI.

Seungjin Choi, Saehoon Kim, Seungjin Choi, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Deep Learning to Hash with Multiple Representations

Seungjin Choi, Saehoon Kim, Yoonseop Kang, 2012, 2012 IEEE 12th International Conference on Data Mining.

MxML: Mixture of Meta-Learners for Few-Shot Classification pdf

Seungjin Choi, Yanbin Liu, Saehoon Kim, 2019, ArXiv.

Prediction and Predictability for Search Query Acceleration

Seung-won Hwang, Sameh Elnikety, Yuxiong He, 2016, ACM Trans. Web.

Product Quantized Translation for Fast Nearest Neighbor Search

Bohyung Han, Hee-Kap Ahn, Saehoon Kim, 2018, AAAI.

Uncertainty-Aware Attention for Reliable Interpretation and Prediction

Eunho Yang, Juho Lee, Saehoon Kim, 2018, NeurIPS.

Learning to Transfer Initializations for Bayesian Hyperparameter Optimization pdf

Seungjin Choi, Saehoon Kim, Jungtaek Kim, 2017, ArXiv.

Bayesian Optimization with Approximate Set Kernels

Saehoon Kim, Seungjin Choi, Jungtaek Kim, 2019 .

Bayesian Optimization over Sets pdf

Seungjin Choi, Saehoon Kim, Tackgeun You, 2019, ArXiv.

Bilinear random projections for locality-sensitive binary codes

Seungjin Choi, Saehoon Kim, Seungjin Choi, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Delayed-Dynamic-Selective (DDS) Prediction for Reducing Extreme Tail Latency in Web Search

Seung-won Hwang, Sameh Elnikety, Yuxiong He, 2015, WSDM.

Learning to Propagate Labels: Transductive Propagation Network for Few-Shot Learning

Eunho Yang, Saehoon Kim, Yi Yang, 2018, ICLR.

Adaptive Network Sparsification with Dependent Variational Beta-Bernoulli Dropout pdf

Eunho Yang, Juho Lee, Saehoon Kim, 2018, 1805.10896.

Mixed Effect Composite RNN-GP: A Personalized and Reliable Prediction Model for Healthcare pdf

Eunho Yang, Juho Lee, Saehoon Kim, 2018, ArXiv.

Sparse Circulant Binary Embedding: An Asymptotic Analysis

Seungjin Choi, Saehoon Kim, 2018, IEEE Signal Processing Letters.

DropMax: Adaptive Variational Softmax

Eunho Yang, Juho Lee, Saehoon Kim, 2017, NeurIPS.

Practical Bayesian Optimization over Sets

Saehoon Kim, Seungjin Choi, Tackgeun You, 2019 .

Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare

Eunho Yang, Saehoon Kim, Sung Ju Hwang, 2020, AAAI.

Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks pdf

Eunho Yang, Saehoon Kim, Sung Ju Hwang, 2019, ICLR.

Sequential Spectral Learning to Hash with Multiple Representations

Seungjin Choi, Saehoon Kim, Yoonseop Kang, 2012, ECCV.

Predictive parallelization: taming tail latencies in web search

Seung-won Hwang, Alan L. Cox, Sameh Elnikety, 2014, SIGIR.

On the Optimal Bit Complexity of Circulant Binary Embedding

Seungjin Choi, Saehoon Kim, Jungtaek Kim, 2018, AAAI.

Near Duplicate Image Discovery on One Billion Images

Lei Zhang, Seungjin Choi, Xin-Jing Wang, 2015, 2015 IEEE Winter Conference on Applications of Computer Vision.

Transductive Propagation Network for Few-shot Learning pdf

Yi Yang, Yanbin Liu, Juho Lee, 2018, ArXiv.

ORACLE: Order Robust Adaptive Continual LEarning pdf

Eunho Yang, Saehoon Kim, Sung Ju Hwang, 2019, ArXiv.

Hashing with Generalized Nyström Approximation

Seungjin Choi, Saehoon Kim, Jeong-Min Yun, 2012, 2012 IEEE 12th International Conference on Data Mining.

Semi-supervised Discriminant Hashing

Seungjin Choi, Saehoon Kim, 2011, 2011 IEEE 11th International Conference on Data Mining.

Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity pdf

Saehoon Kim, Byungseok Roh, JaeWoong Shin, 2021, ArXiv.

Hybrid Generative-Contrastive Representation Learning pdf

Saehoon Kim, Juho Lee, Sungwoong Kim, 2021, ArXiv.

Automated Learning Rate Scheduler for Large-batch Training pdf

Saehoon Kim, Chiheon Kim, Sungwoong Kim, 2021, ArXiv.

A deep learning model for real-time mortality prediction in critically ill children

Saehoon Kim, Minseop Park, Kyung Won Kim, 2019, Critical Care.