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2020 – today
- 2024
[i8]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 abs/2402.18128 (2024)- 2023
- [c9]Ramtin Hosseini, Li Zhang, Bhanu Garg, Pengtao Xie:
Fair and Accurate Decision Making through Group-Aware Learning. ICML 2023: 13254-13269 - [i7]Ramtin Hosseini, Li Zhang, Bhanu Garg, Pengtao Xie:
Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy. CoRR abs/2304.00486 (2023) - 2022
- [c8]Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric P. Xing, Pengtao Xie:
Learning from Mistakes - a Framework for Neural Architecture Search. AAAI 2022: 10184-10192 - [c7]Yash Shukla, Christopher Thierauf, Ramtin Hosseini, Gyan Tatiya, Jivko Sinapov:
ACuTE: Automatic Curriculum Transfer from Simple to Complex Environments. AAMAS 2022: 1192-1200 - [c6]Hengbo Ma, Jiachen Li, Ramtin Hosseini, Masayoshi Tomizuka, Chiho Choi:
Multi-Objective Diverse Human Motion Prediction with Knowledge Distillation. CVPR 2022: 8151-8161 - [c5]Ramtin Hosseini, Pengtao Xie:
Image Understanding by Captioning with Differentiable Architecture Search. ACM Multimedia 2022: 4665-4673 - [c4]Ramtin Hosseini, Pengtao Xie:
Saliency-Aware Neural Architecture Search. NeurIPS 2022 - [i6]Yash Shukla, Christopher Thierauf, Ramtin Hosseini, Gyan Tatiya, Jivko Sinapov:
ACuTE: Automatic Curriculum Transfer from Simple to Complex Environments. CoRR abs/2204.04823 (2022) - 2021
- [c3]Ramtin Hosseini, Xingyi Yang
, Pengtao Xie:
DSRNA: Differentiable Search of Robust Neural Architectures. CVPR 2021: 6196-6205 - [c2]Xiaohui Chen, Ramtin Hosseini, Karen Panetta, Jivko Sinapov:
A Framework for Multisensory Foresight for Embodied Agents. ICRA 2021: 10927-10933 - [i5]Xiaohui Chen, Ramtin Hosseini, Karen Panetta, Jivko Sinapov:
A Framework for Multisensory Foresight for Embodied Agents. CoRR abs/2109.07561 (2021) - [i4]Bhanu Garg, Li Zhang, Pradyumna Sridhara, Ramtin Hosseini, Eric P. Xing, Pengtao Xie:
Learning from Mistakes - A Framework for Neural Architecture Search. CoRR abs/2111.06353 (2021) - 2020
- [j1]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: 522141 (2020) - [i3]Ramtin Hosseini, Xingyi Yang, Pengtao Xie:
DSRNA: Differentiable Search of Robust Neural Architectures. CoRR abs/2012.06122 (2020) - [i2]Ramtin Hosseini, Pengtao Xie:
Learning by Self-Explanation, with Application to Neural Architecture Search. CoRR abs/2012.12899 (2020)
2010 – 2019
- 2019
- [c1]Gyan Tatiya, Ramtin Hosseini, Michael C. Hughes, Jivko Sinapov:
Sensorimotor Cross-Behavior Knowledge Transfer for Grounded Category Recognition. ICDL-EPIROB 2019: 1-6 - [i1]Ramtin Hosseini, Neda Hassanpour, Li-Ping Liu, Soha Hassoun:
Pathway Activity Analysis and Metabolite Annotation for Untargeted Metabolomics using Probabilistic Modeling. CoRR abs/1912.05753 (2019)
Coauthor Index
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