Ramtin Hosseini

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Category Recognition

Embodied Agents

Neural Architecture

Probabilistic Modeling

Top Venues

Publications

Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization. CoRR (2024)
Ramtin Hosseini, Li Zhang, Bhanu Garg, Pengtao Xie
Fair and Accurate Decision Making through Group-Aware Learning. ICML (2023)
Ramtin Hosseini, Li Zhang, Bhanu Garg, Pengtao Xie
Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy. CoRR (2023)
Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric P. Xing, Pengtao Xie
Learning from Mistakes - a Framework for Neural Architecture Search. AAAI (2022)
Ramtin Hosseini, Pengtao Xie
Image Understanding by Captioning with Differentiable Architecture Search. ACM Multimedia (2022)
Hengbo Ma, Jiachen Li, Ramtin Hosseini, Masayoshi Tomizuka, Chiho Choi
Multi-Objective Diverse Human Motion Prediction with Knowledge Distillation. CVPR (2022)
Yash Shukla, Christopher Thierauf, Ramtin Hosseini, Gyan Tatiya, Jivko Sinapov
ACuTE: Automatic Curriculum Transfer from Simple to Complex Environments. AAMAS (2022)
Yash Shukla, Christopher Thierauf, Ramtin Hosseini, Gyan Tatiya, Jivko Sinapov
ACuTE: Automatic Curriculum Transfer from Simple to Complex Environments. CoRR (2022)
Ramtin Hosseini, Pengtao Xie
Saliency-Aware Neural Architecture Search. NeurIPS (2022)
Ramtin Hosseini, Xingyi Yang, Pengtao Xie
DSRNA: Differentiable Search of Robust Neural Architectures. CVPR (2021)
Xiaohui Chen, Ramtin Hosseini, Karen Panetta, Jivko Sinapov
A Framework for Multisensory Foresight for Embodied Agents. CoRR (2021)
Xiaohui Chen, Ramtin Hosseini, Karen Panetta, Jivko Sinapov
A Framework for Multisensory Foresight for Embodied Agents. ICRA (2021)
Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric P. Xing, Pengtao Xie
Learning from Mistakes - A Framework for Neural Architecture Search. CoRR (2021)
Ramtin Hosseini, Xingyi Yang, Pengtao Xie
DSRNA: Differentiable Search of Robust Neural Architectures. CoRR (2020)
Gyan Tatiya, Ramtin Hosseini, Michael C. Hughes, Jivko Sinapov
A Framework for Sensorimotor Cross-Perception and Cross-Behavior Knowledge Transfer for Object Categorization. Frontiers Robotics AI 7 (2020)
Ramtin Hosseini, Pengtao Xie
Learning by Self-Explanation, with Application to Neural Architecture Search. CoRR (2020)
Ramtin Hosseini, Neda Hassanpour, Li-Ping Liu, Soha Hassoun
Pathway Activity Analysis and Metabolite Annotation for Untargeted Metabolomics using Probabilistic Modeling. CoRR (2019)
Gyan Tatiya, Ramtin Hosseini, Michael C. Hughes, Jivko Sinapov
Sensorimotor Cross-Behavior Knowledge Transfer for Grounded Category Recognition. ICDL-EPIROB (2019)