Super-Resolution of Face Images Using Kernel PCA-Based Prior

Ayan Chakrabarti , A.N. Rajagopalan , Rama Chellappa
IEEE Transactions on Multimedia 9 ( 4) 888 -892

135
2007
Color constancy by learning to predict chromaticity from luminance

Ayan Chakrabarti
neural information processing systems 28 163 -171

18
2015
Examining the Impact of Blur on Recognition by Convolutional Networks

Ayan Chakrabarti , Gregory Shakhnarovich , Igor Vasiljevic
arXiv: Computer Vision and Pattern Recognition

181
2016
Jointly Learning to Construct and Control Agents using Deep Reinforcement Learning

Ayan Chakrabarti , Matthew R. Walter , David Yunis , Charles Schaff
arXiv: Robotics

61
2018
Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions

Ayan Chakrabarti , Gregory Shakhnarovich , Jingyu Shao
neural information processing systems 29 2658 -2666

55
2016
Learning Sensor Multiplexing Design through Back-propagation

Ayan Chakrabarti
neural information processing systems 29 3081 -3089

22
2016
Training Image Estimators without Image Ground-Truth

Ayan Chakrabarti , Zhihao Xia
neural information processing systems 32 2436 -2446

15
2019
Backprop with Approximate Activations for Memory-efficient Network Training

Benjamin Moseley , Ayan Chakrabarti
neural information processing systems 32 2429 -2438

2
2019
Towards a MEMS-based Adaptive LIDAR

Sanjeev J. Koppal , Ayan Chakrabarti , Francesco Pittaluga , Zaid Tasneem
arXiv: Computer Vision and Pattern Recognition

11
2020
Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing

Ayan Chakrabarti , Yevgeniy Vorobeychik , Xuan Zhang , Adith Boloor
arXiv: Computer Vision and Pattern Recognition

9
2021
Real-Time Edge Classification: Optimal Offloading under Token Bucket Constraints.

Roch Guérin , Chenyang Lu , Ayan Chakrabarti , Jiangnan Liu
arXiv: Learning

7
2020
Understanding Robustness of Transformers for Image Classification.

Thomas Unterthiner , Srinadh Bhojanapalli , Andreas Veit , Ayan Chakrabarti
arXiv: Computer Vision and Pattern Recognition

160
2021
Learning Privacy Preserving Encodings Through Adversarial Training

Francesco Pittaluga , Sanjeev Koppal , Ayan Chakrabarti
workshop on applications of computer vision 791 -799

27
2019
NeuADC: Neural Network-Inspired RRAM-Based Synthesizable Analog-to-Digital Conversion with Reconfigurable Quantization Support

Weidong Cao , Xin He , Ayan Chakrabarti , Xuan Zhang
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) 1477 -1482

6
2019
A Neural Approach to Blind Motion Deblurring

Ayan Chakrabarti
european conference on computer vision 221 -235

397
2016
Single-Image RGB Photometric Stereo with Spatially-Varying Albedo

Ayan Chakrabarti , Kalyan Sunkavalli
international conference on 3d vision 258 -266

10
2016
Effective separation of sparse and non-sparse image features for denoising

Ayan Chakrabarti , Keigo Hirakawa
international conference on acoustics, speech, and signal processing 857 -860

5
2008
Rethinking color cameras

Ayan Chakrabarti , William T. Freeman , Todd Zickler
international conference on computational photography 1 -8

16
2014
Protecting Geolocation Privacy of Photo Collections.

Jinghan Yang , Ayan Chakrabarti , Yevgeniy Vorobeychik
national conference on artificial intelligence 34 ( 01) 524 -531

2020
Learning to Separate Multiple Illuminants in a Single Image

Zhuo Hui , Ayan Chakrabarti , Kalyan Sunkavalli , Aswin C. Sankaranarayanan
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 3780 -3789

4
2019