Nguyen, Giang
- The effectiveness of feature attribution methods and its correlation\n with automatic evaluation scores
2021/05/31 by Giang V. Nguyen, Daeyoung Kim, Nguyen, Giang +4 · 5 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education
- Repairing Deep Neural Networks: Fix Patterns and Challenges
2020/05/03 by Islam, Md Johirul, Pan, Rangeet, Nguyen, Giang +1 · 4 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- ContCap: A scalable framework for continual image captioning
2019/09/19 by Giang Nguyen, Tae Joon Jun, Nguyen, Giang +7 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
- Visual correspondence-based explanations improve AI robustness and human-AI team accuracy
2022/07/26 by Giang Nguyen, Mohammad Reza Taesiri, Nguyen, Giang +3 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Interpretable LLM-based Table Question Answering
2024/12/16 by Nguyen, Giang, Brugere, Ivan, Sharma, Shubham +3 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fast optical control of a coherent hole spin in a microcavity
2024/07/26 by Mark Hogg, Hogg, Mark, Nadia O. Antoniadis +18 · 4 citations
Physics and Astronomy · #FOS: Physical sciences #Magnetic properties of thin films #Mechanical and Optical Resonators #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
- ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification
2023/04/11 by Taesiri, Mohammad Reza, Nguyen, Giang, Habchi, Sarra +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Analysis of fluid flow models
2018/02/12 by Latouche, Guy, Nguyen, Giang · 1 citation
#FOS: Mathematics #Probability (math.PR)
- Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracy
2024/04/08 by Nguyen, Giang, Taesiri, Mohammad Reza, Kim, Sunnie S. Y. +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
2025/03/10 by Samuel Cahyawijaya, Cahyawijaya, Samuel, Holy Lovenia +179 · 1 voice · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV