Ramtin Hosseini

20 papers A* 7A 1Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization. Trans. Mach. Learn. Res. Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie
2025	J	`jnl`	Learning From Mistakes: A Multilevel Optimization Framework. IEEE Trans. Artif. Intell. Li Zhang, Bhanu Garg, Pradyumna Sridhara, Ramtin Hosseini, Pengtao Xie
2024	J	`jnl`	Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization. CoRR Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie
2023	A*	`conf`	Fair and Accurate Decision Making through Group-Aware Learning. ICML Ramtin Hosseini, Li Zhang, Bhanu Garg, Pengtao Xie
2023	J	`jnl`	Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy. CoRR Ramtin Hosseini, Li Zhang, Bhanu Garg, Pengtao Xie
2022	A	`conf`	ACuTE: Automatic Curriculum Transfer from Simple to Complex Environments. AAMAS Yash Shukla, Christopher Thierauf, Ramtin Hosseini, Gyan Tatiya, Jivko Sinapov
2022	J	`jnl`	ACuTE: Automatic Curriculum Transfer from Simple to Complex Environments. CoRR Yash Shukla, Christopher Thierauf, Ramtin Hosseini, Gyan Tatiya, Jivko Sinapov
2022	A*	`conf`	Image Understanding by Captioning with Differentiable Architecture Search. ACM Multimedia Ramtin Hosseini, Pengtao Xie
2022	A*	`conf`	Learning from Mistakes - a Framework for Neural Architecture Search. AAAI Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric P. Xing, Pengtao Xie
2022	A*	`conf`	Multi-Objective Diverse Human Motion Prediction with Knowledge Distillation. CVPR Hengbo Ma, Jiachen Li, Ramtin Hosseini, Masayoshi Tomizuka, Chiho Choi
2022	A*	`conf`	Saliency-Aware Neural Architecture Search. NeurIPS Ramtin Hosseini, Pengtao Xie
2021	A*	`conf`	A Framework for Multisensory Foresight for Embodied Agents. ICRA Xiaohui Chen, Ramtin Hosseini, Karen Panetta, Jivko Sinapov
2021	J	`jnl`	A Framework for Multisensory Foresight for Embodied Agents. CoRR Xiaohui Chen, Ramtin Hosseini, Karen Panetta, Jivko Sinapov
2021	A*	`conf`	DSRNA: Differentiable Search of Robust Neural Architectures. CVPR Ramtin Hosseini, Xingyi Yang, Pengtao Xie
2021	J	`jnl`	Learning from Mistakes - A Framework for Neural Architecture Search. CoRR Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric P. Xing, Pengtao Xie
2020	J	`jnl`	A Framework for Sensorimotor Cross-Perception and Cross-Behavior Knowledge Transfer for Object Categorization. Frontiers Robotics AI Gyan Tatiya, Ramtin Hosseini, Michael C. Hughes, Jivko Sinapov
2020	J	`jnl`	DSRNA: Differentiable Search of Robust Neural Architectures. CoRR Ramtin Hosseini, Xingyi Yang, Pengtao Xie
2020	J	`jnl`	Learning by Self-Explanation, with Application to Neural Architecture Search. CoRR Ramtin Hosseini, Pengtao Xie
2019	J	`jnl`	Pathway Activity Analysis and Metabolite Annotation for Untargeted Metabolomics using Probabilistic Modeling. CoRR Ramtin Hosseini, Neda Hassanpour, Li-Ping Liu, Soha Hassoun
2019	—	`conf`	Sensorimotor Cross-Behavior Knowledge Transfer for Grounded Category Recognition. ICDL-EPIROB Gyan Tatiya, Ramtin Hosseini, Michael C. Hughes, Jivko Sinapov