Aditya Deshpande

According to our database, Aditya Deshpande authored at least 22 papers between 2011 and 2023.

Collaborative distances:

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

2023

Machine learning for cognitive behavioral analysis: datasets, methods, paradigms, and research directions.

Priya Bhatt, Amanrose Sethi, Vaibhav Tasgaonkar, Jugal Shroff, Isha Pendharkar, Aditya Desai, Pratyush Sinha, Aditya Deshpande, Gargi Joshi, Anil Rahate, Priyanka Jain, Rahee Walambe, Ketan Kotecha, N. K. Jain

Brain Informatics, December, 2023

2021

A linearized framework and a new benchmark for model selection for fine-tuning.

Aditya Deshpande, Alessandro Achille, Avinash Ravichandran, Hao Li, Luca Zancato, Charless C. Fowlkes, Rahul Bhotika, Stefano Soatto, Pietro Perona

CoRR, 2021

2020

Learning multiple solutions to computer vision problems

Aditya Deshpande

PhD thesis, 2020

2019

Fast, Diverse and Accurate Image Captioning Guided by Part-Of-Speech.

Aditya Deshpande, Jyoti Aneja, Liwei Wang, Alexander G. Schwing, David A. Forsyth

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

2018

Diverse and Controllable Image Captioning with Part-of-Speech Guidance.

Aditya Deshpande, Jyoti Aneja, Liwei Wang, Alexander G. Schwing, David A. Forsyth

CoRR, 2018

Strategies for identification of somatic variants using the Ion Torrent deep targeted sequencing platform.

Aditya Deshpande, Wenhua Lang, Tina McDowell, Smruthy Sivakumar, Jiexin Zhang, Jing Wang, F. Anthony San Lucas, Jerry Fowler, Humam Kadara, Paul Scheet

BMC Bioinform., 2018

eVIBES: Configurable and Interactive Ethereum Blockchain Simulation Framework.

Aditya Deshpande, Pezhman Nasirifard, Hans-Arno Jacobsen

Proceedings of the 19th International Middleware Conference (Posters), 2018

Convolutional Image Captioning.

Jyoti Aneja, Aditya Deshpande, Alexander G. Schwing

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Learning Diverse Image Colorization.

Aditya Deshpande, Jiajun Lu, Mao-Chuang Yeh, Min Jin Chong, David A. Forsyth

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Authoring image decompositions with generative models.

Jason Rock, Theerasit Issaranon, Aditya Deshpande, David A. Forsyth

CoRR, 2016

CDVAE: Co-embedding Deep Variational Auto Encoder for Conditional Variational Generation.

Jiajun Lu, Aditya Deshpande, David A. Forsyth

CoRR, 2016

Learning Diverse Image Colorization.

Aditya Deshpande, Jiajun Lu, Mao-Chuang Yeh, David A. Forsyth

CoRR, 2016

2015

Multistage SFM: A Coarse-to-Fine Approach for 3D Reconstruction.

Rajvi Shah, Aditya Deshpande, P. J. Narayanan

CoRR, 2015

Fast Burrows Wheeler Compression Using All-Cores.

Aditya Deshpande, P. J. Narayanan

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Learning Large-Scale Automatic Image Colorization.

Aditya Deshpande, Jason Rock, David A. Forsyth

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Top Down Approach to Detect Multiple Planes from Pair of Images.

Prateek Singhal, Aditya Deshpande, Harit Pandya, N. Dinesh Reddy, K. Madhava Krishna

Proceedings of the 2014 Indian Conference on Computer Vision, 2014

Multistage SFM: Revisiting Incremental Structure from Motion.

Rajvi Shah, Aditya Deshpande, P. J. Narayanan

Proceedings of the 2nd International Conference on 3D Vision, 2014

2013

CPU and/or GPU: Revisiting the GPU Vs. CPU Myth

Kishore Kothapalli, Dip Sankar Banerjee, P. J. Narayanan, Surinder Sood, Aman Kumar Bahl, Shashank Sharma, Shrenik Lad, Krishna Kumar Singh, Kiran Kumar Matam, Sivaramakrishna Bharadwaj, Rohit Nigam, Parikshit Sakurikar, Aditya Deshpande, Ishan Misra, Siddharth Choudhary, Shubham Gupta

CoRR, 2013

Top Down Approach to Multiple Plane Detection.

Prateek Singhal, Aditya Deshpande, N. Dinesh Reddy, K. Madhava Krishna

CoRR, 2013

Can GPUs sort strings efficiently?

Aditya Deshpande, P. J. Narayanan

Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

2012

Geometry directed browser for personal photographs.

Aditya Deshpande, Siddharth Choudhary, P. J. Narayanan, Krishna Kumar Singh, Kaustav Kundu, Aditya Singh, Apurva Kumar

Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

2011

Hybrid implementation of error diffusion dithering.

Aditya Deshpande, Ishan Misra, P. J. Narayanan

Proceedings of the 18th International Conference on High Performance Computing, 2011