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183 + XAI Publications.
MHCanonNet: Multi-Hypothesis Canonical Lifting Network for Self-supervised 3D Human Pose Estimation in the wild Video
Hyun-Woo Kim, Gun-Hee Lee, Woo-Jeoung Nam, Kyung-Min Jin, Tae-Kyung Kang, Geon-Jun Yang
Pattern recognition
A Deepfake Video Detection Considering Sequential Keyframes and An Estimation of Fake Area by Input Attribution
HaYoung Park, Young Han Lee, Sangkeun Lee, and Choongsang Cho
조충상
Toward practical and plausible counterfactual explanation through latent adjustment in disentangled space
Seung-Hyup Na, Woo-Jeoung Nam, Seong-Whan Lee
Expert systems with applications
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans
Kyowoon Lee, Seongun Kim, Jaesik Choi
NeurIPS 2023
VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception
Jiyoung Lee, Seungho Kim, Seunghyun Won, Joonseok Lee, Marzyeh Ghassemi, James Thorne, Jaeseok Choi, O-Kil Kwon, Edward Choi
NeurIPS 2023
Fantastic Robustness Measures: The Secrets of Robust Generalization
Hoki Kim, Jinseong Park, Yujin Choi, Jaewook Lee
NeurIPS 2023
GEX: A flexible method for approximating influence via Geometric Ensemble
Sung-Yub Kim, Kyungsu Kim
NeurIPS 2023
Impact of Co-occurrence on Factual Knowledge of Large Language Models
Cheongwoong Kang, Jaesik Choi
EMNLP
A privacy-preserving robo-advisory system with the Black-Litterman portfolio model: A new framework and insights into investor behavior
Hyungjin Ko, Junyoung Byun, Jaewook Lee
JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY
Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance
Jesse Zhang, Jiahui Zhang, Karl Pertsch, Ziyi Liu, Xiang Ren, Minsuk Chang, Shao-Hua Sun, Joseph J. Lim
CoRL 2023