Samarth Mishra

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Manifold Alignment

Automated Detection

Visual Similarity

Top Venues

Publications

Samarth Mishra, Kate Saenko, Venkatesh Saligrama
SynCDR : Training Cross Domain Retrieval Models with Synthetic Data. CoRR (2024)
Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama
Interpretable Compositional Representations for Robust Few-Shot Generalization. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Howard Zhong, Samarth Mishra, Donghyun Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Aude Oliva, Rogério Feris
Learning Human Action Recognition Representations Without Real Humans. CoRR (2023)
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
VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting. CoRR (2023)
Howard Zhong, Samarth Mishra, Donghyun Kim, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Aude Oliva, Rogério Feris
Learning Human Action Recognition Representations Without Real Humans. NeurIPS (2023)
Ruizhao Zhu, Pengkai Zhu, Samarth Mishra, Venkatesh Saligrama
Fine-grained Few-shot Recognition by Deep Object Parsing. BMVC (2023)
Pengkai Zhu, Ruizhao Zhu, Samarth Mishra, Venkatesh Saligrama
Fine-grained Few-shot Recognition by Deep Object Parsing. CoRR (2022)
Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama
Learning Compositional Representations for Effective Low-Shot Generalization. CoRR (2022)
Samarth Mishra, Rameswar Panda, Cheng Perng Phoo, Chun-Fu Richard Chen, Leonid Karlinsky, Kate Saenko, Venkatesh Saligrama, Rogério Schmidt Feris
Task2Sim: Towards Effective Pre-training and Transfer from Synthetic Data. CVPR (2022)
Yo-whan Kim, Samarth Mishra, SouYoung Jin, Rameswar Panda, Hilde Kuehne, Leonid Karlinsky, Venkatesh Saligrama, Kate Saenko, Aude Oliva, Rogério Feris
How Transferable are Video Representations Based on Synthetic Data? NeurIPS (2022)
Dina Bashkirova, Dan Hendrycks, Donghyun Kim, Samarth Mishra, Kate Saenko, Kuniaki Saito, Piotr Teterwak, Ben Usman
VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data. CoRR (2021)
Samarth Mishra, Zhongping Zhang, Yuan Shen, Ranjitha Kumar, Venkatesh Saligrama, Bryan A. Plummer
Effectively Leveraging Attributes for Visual Similarity. CVPR Workshops (2021)
Samarth Mishra, Zhongping Zhang, Yuan Shen, Ranjitha Kumar, Venkatesh Saligrama, Bryan A. Plummer
Effectively Leveraging Attributes for Visual Similarity. CoRR (2021)
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
VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting. NeurIPS (Competition and Demos) (2021)
Samarth Mishra, Kate Saenko, Venkatesh Saligrama
Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency. BMVC (2021)
Samarth Mishra, Zhongping Zhang, Yuan Shen, Ranjitha Kumar, Venkatesh Saligrama, Bryan A. Plummer
Effectively Leveraging Attributes for Visual Similarity. ICCV (2021)
Samarth Mishra, Rameswar Panda, Cheng Perng Phoo, Chun-Fu Chen, Leonid Karlinsky, Kate Saenko, Venkatesh Saligrama, Rogério Schmidt Feris
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data. CoRR (2021)
Dina Bashkirova, Dan Hendrycks, Donghyun Kim, Haojin Liao, Samarth Mishra, Chandramouli Rajagopalan, Kate Saenko, Kuniaki Saito, Burhan Ul Tayyab, Piotr Teterwak, Ben Usman
VisDA-2021 Competition: Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data. NeurIPS (Competition and Demos) (2021)
Donghyun Kim, Kuniaki Saito, Samarth Mishra, Stan Sclaroff, Kate Saenko, Bryan A. Plummer
Self-supervised Visual Attribute Learning for Fashion Compatibility. ICCVW (2021)
Samarth Mishra, Kate Saenko, Venkatesh Saligrama
Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency. CoRR (2021)
Pengkai Zhu, Ruizhao Zhu, Samarth Mishra, Venkatesh Saligrama
Low Dimensional Visual Attributes: An Interpretable Image Encoding. ICPR Workshops (3) (2020)
Joel Koh En Wei, U. Raghavendra, Anjan Gudigar, Ooi Chui Ping, Filippo Molinari, Samarth Mishra, Sinnakaruppan Mathavan, Rajiv Raman, U. Rajendra Acharya
A novel hybrid approach for automated detection of retinal detachment using ultrasound images. Comput. Biol. Medicine 120 (2020)
Stefan Stojanov, Samarth Mishra, Ngoc Anh Thai, Nikhil Dhanda, Ahmad Humayun, Chen Yu, Linda B. Smith, James M. Rehg
Incremental Object Learning From Contiguous Views. CVPR (2019)
Krishnendu Chatterjee, Bernhard Kragl, Samarth Mishra, Andreas Pavlogiannis
Faster Algorithms for Weighted Recursive State Machines. CoRR (2017)
Krishnendu Chatterjee, Bernhard Kragl, Samarth Mishra, Andreas Pavlogiannis
Faster Algorithms for Weighted Recursive State Machines. ESOP (2017)