Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization

Kwon, Myung-Joon, Nam, Seung-Hun, Yu, In-Jae, Heung-Kyu LEE, Kim, Changick
INTERNATIONAL JOURNAL OF COMPUTER VISION
2022

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

[website]

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

[website]

Learning Symmetric Rules with SATNet

Sangho Lim, EUNGYEOL OH, Hongseok Yang
The 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
2022

[website]

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

[PDF] [website]

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

[website]

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

[website]

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

[website]

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

[website]

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

[website]

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

[website]

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

[website]

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

[website]

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

[website]

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

[website]

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