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Results 1-10 of 10 (Search time: 0.006 seconds).

NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
1
HetPipe: Enabling large DNN training on (Whimpy) heterogeneous GPU clusters through integration of pipelined model parallelism and data parallelism

Park, Jay H.; Yun, Gyeongchan; Yi, Chang M.; Nguyen, Nguyen T.; Lee, Seungmin; Choi, Jaesikresearcher; Noh, Sam H.; Choi, Young-Ri, USENIX Annual Technical Conference, ATC 2020, pp.307 - 321, USENIX Association, 2020-07-16

2
Improved Predictive Deep Temporal Neural Networks with Trend Filtering

Park, Youngjin; Choi, Jaesikresearcher; Eom, Deokjun, ICAIF-2020_ACM International Conference on AI in Finance, ACM, 2020-10-15

3
A Single Multi-Task Deep Neural Network with Post-Processing for Object Detection with Reasoning and Robotic Grasp Detection

Park, Dongwon; Seo, Yonghyeok; Shin, Dongju; Choi, Jaesikresearcher; Chun, Se Young, IEEE International Conference on Robotics and Automation, ICRA 2020, pp.7300 - 7306, Institute of Electrical and Electronics Engineers Inc., 2020-05-31

4
An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks

Jeong, Giyoung; Jeong, Haedong; Choi, Jaesikresearcher, AAAI Conference on Artificial Intelligence, AAAI-20, AAAI, 2020-02-11

5
Automatic Correction of Internal Units in Generative Neural Networks

Tousi, Ali; Jeong, Haedong; Han, Jiyeon; Choi, Hwanil; Choi, Jaesikresearcher, IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.7932 - 7940, IEEE/CVF, 2021-06-23

6
Interpreting and Explaining Deep Neural Networks: A Perspective on Time Series Data

Choi, Jaesikresearcher, 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2020, pp.3563 - 3564, Association for Computing Machinery, 2020-08-23

7
Learning Compositional Sparse Gaussian Processes with a Shrinkage Prior

Tong, Anh; Tran, Toan; Bui, Hung; Choi, Jaesikresearcher, AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2021-02-05

8
Characterizing Deep Gaussian Processes via Nonlinear Recurrence Systems

Tong, Anh; Choi, Jaesikresearcher, AAAI Conference on Artificial Intelligence, pp.99159922, Association for the Advancement of Artificial Intelligence, 2021-02-04

9
Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations

Nam, Woo Jeong; Choi, Jaesikresearcher; Lee, Seong-Whan, AAAI Conference on Artificial Intelligence, pp.11604 - 11612, Association for the Advancement of Artificial Intelligence, 2021-02-06

10
Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks

Nam, Woo-Jeoung; Gur, Shir; Choi, Jaesikresearcher; Wolf, Lior; Lee, Seong-Whan, 34th AAAI Conference on Artificial Intelligence, AAAI 2020, pp.2501 - 2508, AAAI, 2020-02-11

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