Directions
2022
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Learning Policy from Suboptimal Demonstrations under Transition Dynamic Mismatch
Kim, Taesu, Wang, Jianhong, Antotsiou, Dafni, Kim Tae Kyun
Thirty-ninth International Conference on Machine Learning, Workshop on Adaptive Experimental Design and Active Learning
2022[]
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Learning Probabilistic Models for Static Analysis Alarms
Hyunsu Kim, Raghothaman, Mukund, Heo Kihong
The 44th ACM/IEEE International Conference on Software Engineering (ICSE 2022)
2022[]
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Learning Symmetric Rules with SATNet
Sangho Lim, EUNGYEOL OH, Hongseok Yang
The 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
2022[]
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Learning to Generate Inversion-Resistant Model Explanations
Jeong, Hoyong, Suyoung Lee, Hwang Sung Ju, Sooel Son
36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022)
2022[] []
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Link: Black-Box Detection of Cross-Site Scripting Vulnerabilities Using Reinforcement Learning
Lee, Soyoung, Wi, Seongil, Sooel Son
31st ACM World Wide Web Conference, WWW 2022
2022[]
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LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation
Geonhyeong Kim, Jongmin Lee, Youngsoo Jang, Hongseok Yang, Kee-Eung Kim
The 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
2022[]
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Location-labeling of crowdsourced fingerprints for indoor localization in multi-story buildings
Byeong-Cheol Moon, Dongsoo Han
2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN)
2022[]
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Maximization and Restoration: Action Segmentation through Dilation Passing and Temporal Reconstruction
Junyong Park, Daekyum Kim, Sejoon Huh, Sungho Jo
PATTERN RECOGNITION
2022 -
Memory Harvesting in Multi-GPU Systems with Hierarchical Unified Virtual Memory
Choi, Sangjin, Kim, Taeksoo, Jeong, Jinwoo, Ausavarungniurn, Rachata, Jeon, Myeongjae, Kwon Youngjin, Ahn, Jeongseob
2022 USENIX Annual Technical Conference, ATC 2022
2022[]
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Meta-Learning for Online Update of Recommender Systems
김민석, Song, H, 신유주, Park. D, Shin, Kijung, Lee Jae-Gil
36th AAAI Conference on Artificial Intelligence, AAAI 2022
2022[]
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MetaDTA: Meta-learning-based Drug-Target Binding Affinity Prediction
Lee, Eunjoo, Yoo, Jiho, Lee, Huisun, seunghoon.hong
Machine Learning for Drug Discovery Workshop in conjunction with ICLR 2022
2022[]
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Misinformation, believability, and vaccine acceptance over 40 countries: Takeaways from the initial phase of the COVID-19 infodemic
Singh, Karandeep, Lima, Gabriel, Meeyoung Cha, Cha, Chiyoung, Kulshrestha, Juhi, Ahn, Yong-Yeol, Varol, Onur
PLOS ONE
2022 -
MoBYv2: Self-supervised Active Learning for Image Classification
Caramalau, Razvan, Bhattarai, Binod, Stoyanov, D., Kim Tae Kyun
The 33rd British Machine Vision Conference (BMVC)
2022[]
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Mobile-Friendly Content Design for MOOCs: Challenges, Requirements, and Design Opportunities
Kim, Jeongyeon, Choi, Yubin, Xia, Meng, Juho Kim
2022 CHI Conference on Human Factors in Computing Systems, CHI 2022
2022[]
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Modelling Surround-aware Contrast Sensitivity for HDR Displays
Shinyoung Yi, Daniel Jeon, Serrano, Ana, Jeong, Se-Yoon, Kim, Hui-Yong, Gutierrez, Diego, Min H. Kim
COMPUTER GRAPHICS FORUM
2022 -
Models and Benchmarks for Representation Learning of Partially Observed Subgraphs
Dongkwan Kim, Jiho Jin, Ahn, Jaimeen, Alice Oh
31st ACM International Conference on Information and Knowledge Management, CIKM 2022
2022[]
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Modular Adaptive Policy Selection for Multi- Task Imitation Learning through Task Division
Antotsiou, Dafni, Ciliberto, Carlo, Kim Tae Kyun
39th IEEE International Conference on Robotics and Automation, ICRA 2022
2022[]
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MuFBDTester: A mutation-based test sequence generator for FBD programs implementing nuclear power plant software
Liu, Lingjun, 지은경, Doo-Hwan Bae
SOFTWARE TESTING VERIFICATION & RELIABILITY
2022 -
Multi-Class Intrusion Detection Using Two-Channel Color Mapping in IEEE 802.11 Wireless Network
Aminanto, Muhamad Erza, Wicaksono, R. Satrio Hariomurti, Aminanto, Achmad Eriza, Tanuwidjaja, Harry Chandra, Yola, Lin, Kwangjo Kim
IEEE ACCESS
2022 -
Multi-Task Neural Processes
Kim, Donggyun, Cho, Seongwoong, Lee, Wonkwang, seunghoon.hong
International Conference on Learning Representations, ICLR 2022
2022[]
