Ramtin Hosseini

According to our database, Ramtin Hosseini authored at least 14 papers between 2019 and 2024.

Collaborative distances:

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

2024

Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization.

Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie

CoRR, 2024

2023

Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy.

Ramtin Hosseini, Li Zhang, Bhanu Garg, Pengtao Xie

CoRR, 2023

Fair and Accurate Decision Making through Group-Aware Learning.

Ramtin Hosseini, Li Zhang, Bhanu Garg, Pengtao Xie

Proceedings of the International Conference on Machine Learning, 2023

2022

Saliency-Aware Neural Architecture Search.

Ramtin Hosseini, Pengtao Xie

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Image Understanding by Captioning with Differentiable Architecture Search.

Ramtin Hosseini, Pengtao Xie

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Multi-Objective Diverse Human Motion Prediction with Knowledge Distillation.

Hengbo Ma, Jiachen Li, Ramtin Hosseini, Masayoshi Tomizuka, Chiho Choi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ACuTE: Automatic Curriculum Transfer from Simple to Complex Environments.

Yash Shukla, Christopher Thierauf, Ramtin Hosseini, Gyan Tatiya, Jivko Sinapov

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Learning from Mistakes - a Framework for Neural Architecture Search.

Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric P. Xing, Pengtao Xie

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A Framework for Multisensory Foresight for Embodied Agents.

Xiaohui Chen, Ramtin Hosseini, Karen Panetta, Jivko Sinapov

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

DSRNA: Differentiable Search of Robust Neural Architectures.

Ramtin Hosseini, Xingyi Yang, Pengtao Xie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

A Framework for Sensorimotor Cross-Perception and Cross-Behavior Knowledge Transfer for Object Categorization.

Gyan Tatiya, Ramtin Hosseini, Michael C. Hughes, Jivko Sinapov

Frontiers Robotics AI, 2020

Learning by Self-Explanation, with Application to Neural Architecture Search.

Ramtin Hosseini, Pengtao Xie

CoRR, 2020

2019

Pathway Activity Analysis and Metabolite Annotation for Untargeted Metabolomics using Probabilistic Modeling.

Ramtin Hosseini, Neda Hassanpour, Li-Ping Liu, Soha Hassoun

CoRR, 2019

Sensorimotor Cross-Behavior Knowledge Transfer for Grounded Category Recognition.

Gyan Tatiya, Ramtin Hosseini, Michael C. Hughes, Jivko Sinapov

Proceedings of the Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics, 2019