Samarth Mishra

According to our database, Samarth Mishra authored at least 17 papers between 2017 and 2024.

Collaborative distances:

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

2024

Interpretable Compositional Representations for Robust Few-Shot Generalization.

Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama

IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

SynCDR : Training Cross Domain Retrieval Models with Synthetic Data.

Samarth Mishra, Kate Saenko, Venkatesh Saligrama

CoRR, 2024

2023

Learning Human Action Recognition Representations Without Real Humans.

Howard Zhong, Samarth Mishra, Donghyun Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Aude Oliva, Rogério Feris

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fine-grained Few-shot Recognition by Deep Object Parsing.

Ruizhao Zhu, Pengkai Zhu, Samarth Mishra, Venkatesh Saligrama

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Learning Compositional Representations for Effective Low-Shot Generalization.

Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama

CoRR, 2022

How Transferable are Video Representations Based on Synthetic Data?

Yo-whan Kim, Samarth Mishra, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Kate Saenko, Aude Oliva, Rogério Feris

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

Task2Sim: Towards Effective Pre-training and Transfer from Synthetic Data.

Samarth Mishra, Rameswar Panda, Cheng Perng Phoo, Chun-Fu Richard Chen, Leonid Karlinsky, Kate Saenko, Venkatesh Saligrama, Rogério Schmidt Feris

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

2021

VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data.

Dina Bashkirova, Dan Hendrycks, Donghyun Kim, Samarth Mishra, Kate Saenko, Kuniaki Saito, Piotr Teterwak, Ben Usman

CoRR, 2021

VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting.

Dina Bashkirova, Samarth Mishra, Diala Lteif, Piotr Teterwak, Donghyun Kim, Fadi M. Alladkani, James Akl, Berk Çalli, Sarah Adel Bargal, Kate Saenko, Daehan Kim, Minseok Seo, YoungJin Jeon, Dong-Geol Choi, Shahaf Ettedgui, Raja Giryes, Shady Abu-Hussein, Binhui Xie, Shuang Li

Proceedings of the NeurIPS 2022 Competition Track, 2021

VisDA-2021 Competition: Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data.

Dina Bashkirova, Dan Hendrycks, Donghyun Kim, Haojin Liao, Samarth Mishra, Chandramouli Rajagopalan, Kate Saenko, Kuniaki Saito, Burhan Ul Tayyab, Piotr Teterwak, Ben Usman

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Self-supervised Visual Attribute Learning for Fashion Compatibility.

Donghyun Kim, Kuniaki Saito, Samarth Mishra, Stan Sclaroff, Kate Saenko, Bryan A. Plummer

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Effectively Leveraging Attributes for Visual Similarity.

Samarth Mishra, Zhongping Zhang, Yuan Shen, Ranjitha Kumar, Venkatesh Saligrama, Bryan A. Plummer

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

Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency.

Samarth Mishra, Kate Saenko, Venkatesh Saligrama

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

A novel hybrid approach for automated detection of retinal detachment using ultrasound images.

Joel Koh En Wei, U. Raghavendra, Anjan Gudigar, Ooi Chui Ping, Filippo Molinari, Samarth Mishra, Sinnakaruppan Mathavan, Rajiv Raman, U. Rajendra Acharya

Comput. Biol. Medicine, 2020

Low Dimensional Visual Attributes: An Interpretable Image Encoding.

Pengkai Zhu, Ruizhao Zhu, Samarth Mishra, Venkatesh Saligrama

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Incremental Object Learning From Contiguous Views.

Stefan Stojanov, Samarth Mishra, Ngoc Anh Thai, Nikhil Dhanda, Ahmad Humayun, Chen Yu, Linda B. Smith, James M. Rehg

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2017

Faster Algorithms for Weighted Recursive State Machines.

Krishnendu Chatterjee, Bernhard Kragl, Samarth Mishra, Andreas Pavlogiannis

Proceedings of the Programming Languages and Systems, 2017