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ORCIDSiddharth Joshi 0004
Person information
- affiliation: University of California, Los Angeles, UCLA, Department of Computer Science, CA, USA
Other persons with the same name
- Siddharth Joshi — disambiguation page
- Siddharth Joshi 0001
![[0000-0002-9201-9678]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-9201-9678")
— University of Notre Dame, Department of Electrical Engineering, IN, USA (and 2 more) - Siddharth Joshi 0002 — Almae Technologies, Marcoussis, France (and 3 more)
- Siddharth Joshi 0003 — University of Stanford, Department of Electrical Engineering, CA, USA
- Siddharth Joshi 0005 — Indian Institute of Technology, Department of Electrical Engineering, Bombay, Mumbai, India
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2020 – today
- 2024
[c5]Siddharth Joshi, Arnav Jain, Ali Payani, Baharan Mirzasoleiman:
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity. AISTATS 2024: 1000-1008- [c4]Yihao Xue, Eric Gan, Jiayi Ni, Siddharth Joshi, Baharan Mirzasoleiman:
Investigating the Benefits of Projection Head for Representation Learning. ICLR 2024 - [c3]Yihao Xue, Siddharth Joshi, Dang Nguyen, Baharan Mirzasoleiman:
Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift. ICLR 2024 - [i7]Yihao Xue, Eric Gan, Jiayi Ni, Siddharth Joshi, Baharan Mirzasoleiman:
Investigating the Benefits of Projection Head for Representation Learning. CoRR abs/2403.11391 (2024) - [i6]Siddharth Joshi, Arnav Jain, Ali Payani, Baharan Mirzasoleiman:
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity. CoRR abs/2403.12267 (2024) - [i5]Siddharth Joshi, Jiayi Ni, Baharan Mirzasoleiman:
Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-Training of Deep Networks. CoRR abs/2410.02116 (2024) - 2023
- [c2]Siddharth Joshi, Baharan Mirzasoleiman:
Data-Efficient Contrastive Self-supervised Learning: Most Beneficial Examples for Supervised Learning Contribute the Least. ICML 2023: 15356-15370 - [c1]Yihao Xue, Siddharth Joshi, Eric Gan, Pin-Yu Chen, Baharan Mirzasoleiman:
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression. ICML 2023: 38938-38970 - [i4]Siddharth Joshi, Baharan Mirzasoleiman:
Data-Efficient Contrastive Self-supervised Learning: Easy Examples Contribute the Most. CoRR abs/2302.09195 (2023) - [i3]Yihao Xue, Siddharth Joshi, Eric Gan, Pin-Yu Chen, Baharan Mirzasoleiman:
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression. CoRR abs/2305.16536 (2023) - [i2]Siddharth Joshi, Yu Yang, Yihao Xue, Wenhan Yang, Baharan Mirzasoleiman:
Towards Mitigating Spurious Correlations in the Wild: A Benchmark & a more Realistic Dataset. CoRR abs/2306.11957 (2023) - [i1]Yihao Xue, Siddharth Joshi, Dang Nguyen, Baharan Mirzasoleiman:
Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift. CoRR abs/2310.04971 (2023)
Coauthor Index
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