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College of Engineering(공과대학)Kim Jaechul Graduate School of AI(김재철AI대학원)

AI-Conference Papers(학술대회논문)

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Collection's Items (Sorted by Submit Date in Descending order): 221 to 240 of 605

221
Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation

Kwon, Gihyun; Ye, Jong Chul, 2021 IEEE/CVF International Conference on Computer Vision (ICCV), pp.13960 - 13969, IEEE, 2021-10

222
Quality-Agnostic Image Recognition via Invertible Decoder

Kim, Insoo; Han, Seungju; Baek, Ji-Won; Park, Seong-Jin; Han, Jae-Joon; Shin, Jinwoo, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 2021-06

223
Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images

Han, Jiyeon; Choi, Hwanil; Choi, Yunjey; Kim, Junho; Ha, Jung-Woo; Choi, Jaesik, International Conference on Learning Representations (ICLR), International Conference on Learning Representations, 2023-05-02

224
Adaptive and Explainable Deployment of Navigation Skills via Hierarchical Deep Reinforcement Learning

Lee, Kyowoon; Kim, Seongun; Choi, Jaesik, IEEE International Conference on Robotics and Automation (ICRA 2023), IEEE, 2023-05-30

225
Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills

Kim, Seongun; Lee, Kyowoon; Choi, Jaesik, International Conference on Machine Learning, ICML2023, International Machine Learning Society, 2023-07-28

226
Beyond Max-weight Scheduling: A Reinforcement Learning-based Approach

Bae, Jeongmin; Lee, Joohyun; Chong, Song, 17th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2019, Institute of Electrical and Electronics Engineers Inc., 2019-06

227
Incremental learning with unlabeled data in the wild

Lee, Kibok; Lee, Kimin; Shin, Jinwoo; Lee, Honglak, 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019, pp.29 - 32, IEEE Computer Society, 2019-06

228
Learning Task Clusters via Sparsity Grouped Multitask Learning

Kshirsagar, Meghana; Yang, Eunho; Lozano, Aurélie C, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2017, pp.673 - 689, Springer Verlag, 2017-09

229
Dynamic Detection-Tracking Switching

Bruno, Andreis; Park, Junhyeon; Hwang, Sung Ju; Kim, Minwoo, 10th International Conference on Ubiquitous and Future Networks, ICUFN 2018, pp.64 - 69, IEEE Computer Society, 2018-07

230
Unsupervised anomaly detection of the gas turbine operation via convolutional auto-encoder

Lee, Geunbae; Jung, Myungkyo; Song, Myoungwoo; Choo, Jaegul, 2020 IEEE International Conference on Prognostics and Health Management, ICPHM 2020, Prognostics and Health Management Society, 2020-06

231
Towards Continual Knowledge Learning of Language Models

Jang, Joel; Ye, Seonghyeon; Yang, Sohee; Shin, Joongbo; Han, Janghoon; Kim, Gyeonghun; Choi, Jungkyu; et al, ICLR 2022, International Conference on Learning Representations (ICLR), 2022-04-27

232
Supplementary material for understanding geometry of encoder-decoder CNNs (Proof included)

Ye, Jong Chul; Sung, Woon Kyoung, 36th International Conference on Machine Learning, ICML 2019, pp.12255 - 12269, International Machine Learning Society (IMLS), 2019-06

233
Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer

Lim, Sungjun; Ye, Jong Chul, 2nd International Workshop on Machine Learning for Medical Image Reconstruction, MLMIR 2019, pp.173 - 180, Springer, 2019-10-17

234
Learning based utility maximization for multi-resource management

Lee, DongHoon; Chong, Song, 13th International Conference on Future Internet Technologies, CFI 2018, Association for Computing Machinery, 2018-06

235
On the Soft-Subnetwork for Few-Shot Class Incremental Learning

kang, Haeyong; Yoon, Jaehong; Madjid, Sultan; Hwang, Sung Ju; Yoo, Chang-Dong, International Conference on Learning Representations (ICLR) 2023, International Conference on Learning Representations, 2023-05-01

236
Reinforcement Learning with Action-Free Pre-Training from Videos

Seo, Younggyo; Lee, Kimin; James, Stephen; Abbeel, Pieter, 38th International Conference on Machine Learning (ICML), pp.19561 - 19579, JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2022-07-20

237
Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks

Jung, Chanyong; Kwon, Gihyun; Ye, Jong Chul, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp.18239 - 18248, IEEE COMPUTER SOC, 2022-06

238
Training Auxiliary Prototypical Classifiers for Explainable Anomaly Detection in Medical Image Segmentation

Cho, Wonwoo; Park, Jeonghoon; Choo, Jaegul, 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, pp.2623 - 2632, Institute of Electrical and Electronics Engineers Inc., 2023-01

239
Robust and Efficient Alignment of Calcium Imaging Data through Simultaneous Low Rank and Sparse Decomposition

Cho, Junmo; Han, Seungjae; Cho, Eun-Seo; Shin, Kijung; Yoon, Young-Gyu, 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, pp.1938 - 1947, Institute of Electrical and Electronics Engineers Inc., 2023-01

240
Task Agnostic and Post-hoc Unseen Distribution Detection

Dua, Radhika; Yang, Seongjun; Li, Yixuan; Choi, Yoonjae, 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, pp.1350 - 1359, Institute of Electrical and Electronics Engineers Inc., 2023-01

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