Jaesik Choi
KAIST
H-index: 24
Asia-South Korea
Top articles of Jaesik Choi
Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Jaesik Choi
H-Index: 17
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Jungmin Kim
H-Index: 1
Jaesik Choi
H-Index: 17
Capsule Neural Networks as Noise Stabilizer for Time Series Data
arXiv preprint arXiv:2403.13867
2024/3/20
Soyeon Kim
H-Index: 2
Jaesik Choi
H-Index: 17
CardioCaps: Attention-Based Capsule Network for Class-Imbalanced Echocardiogram Classification
2024/2/18
Jaesik Choi
H-Index: 17
Explainable artificial intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions
Information Fusion
2024/2/15
Mario Brcic
H-Index: 6
Federico Cabitza
H-Index: 20
Jaesik Choi
H-Index: 17
Roberto Confalonieri
H-Index: 26
Yoichi Hayashi
H-Index: 23
Francisco Herrera
H-Index: 2
Andreas Holzinger
H-Index: 30
Richard Jiang
H-Index: 12
Hassan Khosravi
H-Index: 14
Andrés Páez
H-Index: 5
Johannes Schneider
H-Index: 1
Timo Speith
H-Index: 2
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans
Advances in Neural Information Processing Systems
2024/2/13
Jaesik Choi
H-Index: 17
SigFormer: Signature Transformers for Deep Hedging
2023/10/20
Variational curriculum reinforcement learning for unsupervised discovery of skills
arXiv preprint arXiv:2310.19424
2023/10/30
Jaesik Choi
H-Index: 17
CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports
arXiv preprint arXiv:2310.16095
2023/10/24
Towards Dynamic Trend Filtering through Trend Points Detection with Reinforcement Learning
2023/10/13
Jaesik Choi
H-Index: 17
Impact of co-occurrence on factual knowledge of large language models
arXiv preprint arXiv:2310.08256
2023/10/12
Cheongwoong Kang
H-Index: 2
Jaesik Choi
H-Index: 17
Explainable AI-Based Interface System for Weather Forecasting Model
2023/7/23
Adaptive and explainable deployment of navigation skills via hierarchical deep reinforcement learning
2023/5/29
Jaesik Choi
H-Index: 17
The Disharmony Between BN and ReLU Causes Gradient Explosion, but is Offset by the Correlation Between Activations
arXiv preprint arXiv:2304.11692
2023/4/23
Jaesik Choi
H-Index: 17
Beyond Single Path Integrated Gradients for Reliable Input Attribution via Randomized Path Sampling
2023
On the Relationship Between Adversarial Robustness and Decision Region in Deep Neural Network
arXiv preprint arXiv:2207.03400
2022/7/7
An unsupervised way to understand artifact generating internal units in generative neural networks
Proceedings of the AAAI Conference on Artificial Intelligence
2022/6/28
Rarity score: A new metric to evaluate the uncommonness of synthesized images
arXiv preprint arXiv:2206.08549
2022/6/17
Variational neural temporal point process
arXiv preprint arXiv:2202.10585
2022/2/17
Jaesik Choi
H-Index: 17
Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks?
arXiv preprint arXiv:2201.06346
2022/1/17
Jaesik Choi
H-Index: 17
Co-Authors
