Kim, Jae Myung
- Waffling around for Performance: Visual Classification with Random Words and Broad Concepts
2023/06/12 by Karsten Roth, Jae Myung Kim, Roth, Karsten +9 · 1 voice · 17 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
- Large Loss Matters in Weakly Supervised Multi-Label Classification
2022/06/08 by Youngwook Kim, Kim, Youngwook, Jae Myung Kim +5 · 8 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Text and Document Classification Technologies
- Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval
2023/04/06 by Jae Myung Kim, A. Sophia Koepke, Kim, Jae Myung +5 · 1 voice · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.CV
- Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification
2023/04/04 by Kim, Youngwook, Kim, Jae Myung, Jeong, Jieun +3 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DataDream: Few-shot Guided Dataset Generation
2024/07/15 by Jae Myung Kim, Kim, Jae Myung, Jessica Bader +7 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Exploring linearity of deep neural network trained QSM: QSMnet+
2019/09/17 by Jung, Woojin, Yoon, Jaeyeon, Choi, Joon Yul +4 · 1 citation
#FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Keep CALM and Improve Visual Feature Attribution
2021/06/15 by Kim, Jae Myung, Choe, Junsuk, Akata, Zeynep +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Sampling-based Bayesian Inference with gradient uncertainty
2018/12/08 by Chanwoo Park, Park, Chanwoo, Jae Myung Kim +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Likelihood Annealing: Fast Calibrated Uncertainty for Regression
2023/02/21 by Uddeshya Upadhyay, Jae Myung Kim, Upadhyay, Uddeshya +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science