Chang, Buru

1. Disentangling Label Distribution for Long-tailed Visual Recognition
   2020/12/01 by Youngkyu Hong, Hong, Youngkyu, Seungju Han +9 · 19 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
2. Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection
   2021/11/29 by Seong Min Kye, Kye, Seong Min, Kwanghee Choi +5 · 5 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Enhancement Techniques #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning and Data Classification
3. Measuring and Improving Semantic Diversity of Dialogue Generation
   2022/10/11 by Seungju Han, Beomsu Kim, Han, Seungju +3 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
4. ESREAL: Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models
   2024/03/24 by Minchan Kim, Kim, Minchan, Minyeong Kim +9 · 7 citations
   Computer Science · Medicine · Neuroscience · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #Epilepsy research and treatment #FOS: Computer and information sciences #Machine Learning in Healthcare
5. TiDAL: Learning Training Dynamics for Active Learning
   2022/10/13 by Kye, Seong Min, Choi, Kwanghee, Byun, Hyeongmin +1 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Gradient Estimation for Unseen Domain Risk Minimization with Pre-Trained Models
   2023/02/03 by Lew, Byounggyu, Donghyun Son, Son, Donghyun +2 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
7. Temporal Knowledge Distillation for On-device Audio Classification
   2021/10/27 by Choi, Kwanghee, Kersner, Martin, Morton, Jacob +1 · 3 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
8. ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Models
   2024/08/25 by Yeji Park, Deokyeong Lee, Park, Yeji +5 · 3 citations
   Computer Science · Psychology · #Machine Learning in Healthcare #Mental Health via Writing #Mental Health Research Topics
9. Is 'Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models through Egocentric Instruction Tuning
   2024/11/24 by Jaewook Jung, Euntai Kim, Jung, Ji Hyeok +9 · 3 citations
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques #Speech and dialogue systems
10. Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild
    2022/08/16 by Donghyun Son, Byounggyu Lew, Son, Donghyun +13 · 1 citation
    Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
11. Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances
    2022/04/22 by Han, Seungju, Kim, Beomsu, Yoo, Jin Yong +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
12. The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems
    2025/02/28 by Choi, Chanwoo, Jin-Soo Kim, Kim, Jinsoo +4 · 4 citations
    Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Network Security and Intrusion Detection #Security and Verification in Computing #Smart Grid Security and Resilience
13. SHARE: Shared Memory-Aware Open-Domain Long-Term Dialogue Dataset Constructed from Movie Script
    2024/10/28 by Eunwon Kim, Chanho Park, Kim, Eunwon +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling