Deepak Babu Sam

According to our database, Deepak Babu Sam authored at least 11 papers between 2017 and 2022.

Collaborative distances:

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

2022

Dense or Sparse: Crowd Counting with Binary Supervision.

Deepak Babu Sam, Jimmy Joseph, Abhinav Agarwalla, Venkatesh Babu Radhakrishnan

Proceedings of the Thirteenth Indian Conference on Computer Vision, 2022

Completely Self-supervised Crowd Counting via Distribution Matching.

Deepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel

Proceedings of the Computer Vision - ECCV 2022, 2022

Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels.

Deepak Babu Sam, Abhinav Agarwalla, Venkatesh Babu Radhakrishnan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Locate, Size, and Count: Accurately Resolving People in Dense Crowds via Detection.

Deepak Babu Sam, Skand Vishwanath Peri, Mukuntha Narayanan Sundararaman, Amogh Kamath, R. Venkatesh Babu

IEEE Trans. Pattern Anal. Mach. Intell., 2021

2020

Going Beyond the Regression Paradigm with Accurate Dot Prediction for Dense Crowds.

Deepak Babu Sam, Skand Vishwanath Peri, Mukuntha N. S., R. Venkatesh Babu

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Learning to Count in the Crowd from Limited Labeled Data.

Vishwanath A. Sindagi, Rajeev Yasarla, Deepak Babu Sam, R. Venkatesh Babu, Vishal M. Patel

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Almost Unsupervised Learning for Dense Crowd Counting.

Deepak Babu Sam, Neeraj N. Sajjan, Himanshu Maurya, R. Venkatesh Babu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Divide and Grow: Capturing Huge Diversity in Crowd Images with Incrementally Growing CNN.

Deepak Babu Sam, Neeraj N. Sajjan, R. Venkatesh Babu

CoRR, 2018

Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN.

Deepak Babu Sam, Neeraj N. Sajjan, R. Venkatesh Babu, Mukundhan Srinivasan

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

Top-Down Feedback for Crowd Counting Convolutional Neural Network.

Deepak Babu Sam, R. Venkatesh Babu

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Switching Convolutional Neural Network for Crowd Counting.

Deepak Babu Sam, Shiv Surya, R. Venkatesh Babu

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