Deepak Babu Sam

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 16

Top Topics

Motion Field Estimation

Dense Reconstruction

Unsupervised Learning

Convolutional Neural Network

Top Venues

Publications

Deepak Babu Sam, Abhinav Agarwalla, Venkatesh Babu Radhakrishnan
Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels. AAAI (2022)
Deepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel
Completely Self-supervised Crowd Counting via Distribution Matching. ECCV (31) (2022)
Deepak Babu Sam, Jimmy Joseph, Abhinav Agarwalla, Venkatesh Babu Radhakrishnan
Dense or Sparse: Crowd Counting with Binary Supervision. ICVGIP (2022)
Deepak Babu Sam, Skand Vishwanath Peri, Mukuntha Narayanan Sundararaman, Amogh Kamath, R. Venkatesh Babu
Locate, Size, and Count: Accurately Resolving People in Dense Crowds via Detection. IEEE Trans. Pattern Anal. Mach. Intell. 43 (8) (2021)
Deepak Babu Sam, Skand Vishwanath Peri, Mukuntha N. S., R. Venkatesh Babu
Going Beyond the Regression Paradigm with Accurate Dot Prediction for Dense Crowds. WACV (2020)
Vishwanath A. Sindagi, Rajeev Yasarla, Deepak Babu Sam, R. Venkatesh Babu, Vishal M. Patel
Learning to Count in the Crowd from Limited Labeled Data. CoRR (2020)
Deepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel
Completely Self-Supervised Crowd Counting via Distribution Matching. CoRR (2020)
Vishwanath A. Sindagi, Rajeev Yasarla, Deepak Babu Sam, R. Venkatesh Babu, Vishal M. Patel
Learning to Count in the Crowd from Limited Labeled Data. ECCV (11) (2020)
Deepak Babu Sam, Skand Vishwanath Peri, Mukuntha N. S., Amogh Kamath, R. Venkatesh Babu
Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection. CoRR (2019)
Deepak Babu Sam, Neeraj N. Sajjan, Himanshu Maurya, R. Venkatesh Babu
Almost Unsupervised Learning for Dense Crowd Counting. AAAI (2019)
Deepak Babu Sam, Neeraj N. Sajjan, R. Venkatesh Babu, Mukundhan Srinivasan
Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN. CVPR (2018)
Deepak Babu Sam, R. Venkatesh Babu
Top-Down Feedback for Crowd Counting Convolutional Neural Network. AAAI (2018)
Deepak Babu Sam, Neeraj N. Sajjan, R. Venkatesh Babu
Divide and Grow: Capturing Huge Diversity in Crowd Images with Incrementally Growing CNN. CoRR (2018)
Deepak Babu Sam, R. Venkatesh Babu
Top-Down Feedback for Crowd Counting Convolutional Neural Network. CoRR (2018)
Deepak Babu Sam, Shiv Surya, R. Venkatesh Babu
Switching Convolutional Neural Network for Crowd Counting. CVPR (2017)
Deepak Babu Sam, Shiv Surya, R. Venkatesh Babu
Switching Convolutional Neural Network for Crowd Counting. CoRR (2017)