引用次数
引用: 1,247
H-指数: 13
I10-指数 : 13
出版物: 26
Estimating temporal dynamics of human emotions
Joonseok Lee , Seungyeon Kim , Guy Lebanon , Haesun Park
national conference on artificial intelligence 168 -174
1
2015
Local Space-Time Smoothing for Version Controlled Documents
Seungyeon Kim , Guy Lebanon
international conference on computational linguistics 552 -560
1
2010
Local Low-Rank Matrix Approximation
Joonseok Lee , Seungyeon Kim , Yoram Singer , Guy Lebanon
international conference on machine learning 82 -90
226
2013
Local context sparse coding
Joonseok Lee , Seungyeon Kim , Guy Lebanon , Haesun Park
national conference on artificial intelligence 2260 -2266
4
2015
LLORMA: local low-rank matrix approximation
Samy Bengio , Joonseok Lee , Seungyeon Kim , Yoram Singer
Journal of Machine Learning Research 17 ( 1) 442 -465
106
2016
Your First Machine Learning Book (처음 배우는 머신러닝)
Seungyeon Kim , Youngjoo Chung
2017
Semantic Label Smoothing for Sequence to Sequence Problems.
Srinadh Bhojanapalli , Seungyeon Kim , Felix Yu , Sanjiv Kumar
arXiv: Computation and Language
12
2020
Why are Adaptive Methods Good for Attention Models
Andreas Veit , Seungyeon Kim , Sashank J Reddi , Sanjiv Kumar
arXiv: Optimization and Control
79
2019
On the Reproducibility of Neural Network Predictions
Srinadh Bhojanapalli , Andreas Veit , Aditya Krishna Menon , Ankit Singh Rawat
arXiv: Learning
19
2021
RankDistil: Knowledge Distillation for Ranking.
Andreas Veit , Aditya Krishna Menon , Ankit Singh Rawat , Seungyeon Kim
international conference on artificial intelligence and statistics 2368 -2376
13
2021
Local collaborative ranking
Joonseok Lee , Samy Bengio , Seungyeon Kim , Guy Lebanon
the web conference 85 -96
157
2014
ConceptVector: Text Visual Analytics via Interactive Lexicon Building Using Word Embedding
Deokgun Park , Seungyeon Kim , Jurim Lee , Jaegul Choo
IEEE Transactions on Visualization and Computer Graphics 24 ( 1) 361 -370
81
2018
In defense of dual-encoders for neural ranking
Aditya Menon , Sadeep Jayasumana , Ankit Singh Rawat , Seungyeon Kim
Smpte Journal 15376 -15400
6
2022
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval
Seungyeon Kim , Ankit Singh Rawat , Manzil Zaheer , Sadeep Jayasumana
arXiv preprint arXiv:2301.12005
2023
Supervision Complexity and its Role in Knowledge Distillation
Hrayr Harutyunyan , Ankit Singh Rawat , Aditya Krishna Menon , Seungyeon Kim
arXiv preprint arXiv:2301.12245
2023
Teacher guided training: An efficient framework for knowledge transfer
Manzil Zaheer , Ankit Singh Rawat , Seungyeon Kim , Chong You
arXiv preprint arXiv:2208.06825
2
2022
Evaluations and methods for explanation through robustness analysis
Cheng-Yu Hsieh , Chih-Kuan Yeh , Xuanqing Liu , Pradeep Ravikumar
arXiv preprint arXiv:2006.00442
54
2020
Balancing Robustness and Sensitivity using Feature Contrastive Learning
Seungyeon Kim , Daniel Glasner , Srikumar Ramalingam , Cho-Jui Hsieh
arXiv preprint arXiv:2105.09394
1
2021
A statistical perspective on distillation
Aditya K Menon , Ankit Singh Rawat , Sashank Reddi , Seungyeon Kim
International Conference on Machine Learning 7632 -7642
74
2021
Beyond Sentiment: The Manifold of Human Emotions
Seungyeon Kim , Fuxin Li , Guy Lebanon , Irfan Essa
Proceedings of the 16 International Conference on Artificial Intelligence and Statistics (AISTATS)
39
2013