Mahmoud Khademi

According to our database, Mahmoud Khademi authored at least 20 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging.

Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Hassan Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon

CoRR, 2024

i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data.

Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Xuemei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation.

Zineng Tang, Ziyi Yang, Mahmoud Khademi, Yang Liu, Chenguang Zhu, Mohit Bansal

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

i-Code Studio: A Configurable and Composable Framework for Integrative AI.

Yuwei Fang, Mahmoud Khademi, Chenguang Zhu, Ziyi Yang, Reid Pryzant, Yichong Xu, Yao Qian, Takuya Yoshioka, Lu Yuan, Michael Zeng, Xuedong Huang

CoRR, 2023

i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data.

Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang

CoRR, 2023

MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering.

Mahmoud Khademi, Ziyi Yang, Felipe Frujeri, Chenguang Zhu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2020

Multimodal Neural Graph Memory Networks for Visual Question Answering.

Mahmoud Khademi

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation.

Mahmoud Khademi, Oliver Schulte

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018

Learning to Represent Programs with Graphs.

Miltiadis Allamanis, Marc Brockschmidt, Mahmoud Khademi

Proceedings of the 6th International Conference on Learning Representations, 2018

Image Caption Generation With Hierarchical Contextual Visual Spatial Attention.

Mahmoud Khademi, Oliver Schulte

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Dynamic Gated Graph Neural Networks for Scene Graph Generation.

Mahmoud Khademi, Oliver Schulte

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

A Markov Game model for valuing actions, locations, and team performance in ice hockey.

Oliver Schulte, Mahmoud Khademi, Sajjad Gholami, Zeyu Zhao, Mehrsan Javan Roshtkhari, Philippe Desaulniers

Data Min. Knowl. Discov., 2017

2015

Probabilistic Graphical Models and Deep Belief Networks for Prognosis of Breast Cancer.

Mahmoud Khademi, Nedialko S. Nedialkov

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014

Relative facial action unit detection.

Mahmoud Khademi, Louis-Philippe Morency

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

2010

Extended Active Learning Method

Ali Akbar Kiaei, Saeed Bagheri Shouraki, Seyed Hossein Khasteh, Mahmoud Khademi

CoRR, 2010

New S-norm and T-norm Operators for Active Learning Method

Ali Akbar Kiaei, Saeed Bagheri Shouraki, Seyed Hossein Khasteh, Mahmoud Khademi

CoRR, 2010

Extended Two-Dimensional PCA for Efficient Face Representation and Recognition

Mehran Safayani, Mohammad Taghi Manzuri Shalmani, Mahmoud Khademi

CoRR, 2010

Multilinear Biased Discriminant Analysis: A Novel Method for Facial Action Unit Representation

Mahmoud Khademi, Mehran Safayani, Mohammad Taghi Manzuri Shalmani

CoRR, 2010

Recognizing Combinations of Facial Action Units with Different Intensity Using a Mixture of Hidden Markov Models and Neural Network.

Mahmoud Khademi, Mohammad Taghi Manzuri Shalmani, Mohammad Hadi Kiapour, Ali Akbar Kiaei

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling.

Mahmoud Khademi, Mohammad Hadi Kiapour, Mohammad Taghi Manzuri Shalmani, Ali Akbar Kiaei

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010