Suren Kumar

According to our database, Suren Kumar authored at least 22 papers between 2012 and 2026.

Collaborative distances:

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

2026

GoldiCLIP: The Goldilocks Approach for Balancing Explicit Supervision for Language-Image Pretraining.

Deen Dayal Mohan, Hossein Souri, Vitali Petsiuk, Juhong Min, Gopal Sharma, Luowei Zhou, Suren Kumar

CoRR, March, 2026

ARGENT: Adaptive Hierarchical Image-Text Representations.

Chuong Huynh, Hossein Souri, Abhinav Kumar, Vitali Petsiuk, Deen Dayal Mohan, Suren Kumar

CoRR, March, 2026

2025

Qonvolution: Towards Learning High-Frequency Signals with Queried Convolution.

Abhinav Kumar, Tristan Aumentado-Armstrong, Lazar Valkov, Gopal Sharma, Alex Levinshtein, Radek Grzeszczuk, Suren Kumar

CoRR, December, 2025

Finetuning-Free Personalization of Text to Image Generation via Hypernetworks.

Sagar Shrestha, Gopal Sharma, Luowei Zhou, Suren Kumar

CoRR, November, 2025

ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation.

Sherry X. Chen, Yi Wei, Luowei Zhou, Suren Kumar

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Diffuse to Choose: Enriching Image Conditioned Inpainting in Latent Diffusion Models for Virtual Try-All.

Mehmet Saygin Seyfioglu, Karim Bouyarmane, Suren Kumar, Amir Tavanaei, Ismail B. Tutar

CoRR, 2024

Domain Aligned CLIP for Few-shot Classification.

Muhammad Waleed Gondal, Jochen Gast, Iñigo Alonso Ruiz, Richard Droste, Tommaso Macrì, Suren Kumar, Luitpold Staudigl

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

DreamPaint: Few-Shot Inpainting of E-Commerce Items for Virtual Try-On without 3D Modeling.

Mehmet Saygin Seyfioglu, Karim Bouyarmane, Suren Kumar, Amir Tavanaei, Ismail B. Tutar

CoRR, 2023

Image-Text Pre-Training for Logo Recognition.

Mark Hubenthal, Suren Kumar

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2018

Learning Compositional Sparse Bimodal Models.

Suren Kumar, Vikas Dhiman, Parker A. Koch, Jason J. Corso

IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017

Hierarchical Category Detector for Clothing Recognition from Visual Data.

Suren Kumar, Rui Zheng

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Spatiotemporal Articulated Models for Dynamic SLAM.

Suren Kumar, Vikas Dhiman, Madan Ravi Ganesh, Jason J. Corso

CoRR, 2016

2015

Computer-Vision-Based Decision Support in Surgical Robotics.

Suren Kumar, Pankaj Singhal, Venkat N. Krovi

IEEE Des. Test, 2015

Surgical tool pose estimation from monocular endoscopic videos.

Suren Kumar, Javad Sovizi, Madusudanan Sathia Narayanan, Venkat Krovi

Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014

Surgical tool attributes from monocular video.

Suren Kumar, Madusudanan Sathia Narayanan, Pankaj Singhal, Jason J. Corso, Venkat Krovi

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Improving Person Tracking Using an Inexpensive Thermal Infrared Sensor.

Suren Kumar, Tim K. Marks, Michael J. Jones

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Learning Compositional Sparse Models of Bimodal Percepts.

Suren Kumar, Vikas Dhiman, Jason J. Corso

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Product of tracking experts for visual tracking of surgical tools.

Suren Kumar, Madusudanan Sathia Narayanan, Pankaj Singhal, Jason J. Corso, Venkat Krovi

Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

Automation for individualization of Kinect-based quantitative progressive exercise regimen.

Seung-kook Jun, Suren Kumar, Xiaobo Zhou, Daniel K. Ramsey, Venkat N. Krovi

Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

2012

Estimating Human Dynamics On-the-fly Using Monocular Video For Pose Estimation.

Priyanshu Agarwal, Suren Kumar, Julian Ryde, Jason J. Corso, Venkat N. Krovi

Proceedings of the Robotics: Science and Systems VIII, 2012

An Optimization Based Framework for Human Pose Estimation in Monocular Videos.

Priyanshu Agarwal, Suren Kumar, Julian Ryde, Jason J. Corso, Venkat N. Krovi

Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Combining Skeletal Pose with Local Motion for Human Activity Recognition.

Ran Xu, Priyanshu Agarwal, Suren Kumar, Venkat N. Krovi, Jason J. Corso

Proceedings of the Articulated Motion and Deformable Objects, 2012