Publications (Google Scholar)

Object Detection

Soft-Sampling for Robust Object Detection
Zhe Wu, Navaneeth Bodla, Bharat Singh, Mahyar Najibi, Rama Chellappa, Larry S. Davis
ArXiv 2018 Code

SNIPER: Efficient Multi-Scale Training
Bharat Singh, Mahyar Najibi, Larry S. Davis
NIPS 2018 Code

R-FCN-3000 at 30FPS: Decoupling Detection and Classification
Bharat Singh, Hengduo Li, Abhishek Sharma, Larry S. Davis
CVPR 2018 Code

An Analysis of Scale Invariance in Object Detection - SNIP
Bharat Singh, Larry S. Davis
CVPR 2018 ORAL, Best Student Entry, COCO 2017 Code

Soft-NMS – Improving Object Detection With One Line of Code
Navaneeth Bodla, Bharat Singh, Rama Chellappa, Larry S. Davis
ICCV 2017 Code NEXAR

Action and Event Detection

Temporal Context Network for Activity Localization in Videos
Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis, Yan Qiu Che
ICCV 2017 Code ActivityNet 2017

VRFP: On-the-fly Video Retrieval using Web Images and Fast Fisher Vector Products Xintong Han, Bharat Singh, Vlad I. Morariu, Larry S. Davis
TMM 2017 IEEE Transactions of MultiMedia Crawler

A Multi-Stream Bi-Directional Recurrent Neural Network for Fine-Grained Action Detection
Bharat Singh, Michael Jones, Tim Marks, Oncel Tuzel, Ming Shao
CVPR 2016 Dataset ActivityNet Features Video

Selecting Relevant Web Trained Concepts for Automated Event Retrieval
Bharat Singh, Xintong Han, Zhe Wu, Vlad I. Morariu, Larry S. Davis
ICCV 2015 Crawler

Miscellaneous

Deception Detection in Videos
Zhe Wu, Bharat Singh, Larry S. Davis, V. S. Subrahmanian
AAAI 2018 Code Project Futurism DailyMAIL Motherboard

Fast-AT: Fast Automatic Thumbnail Generation using Deep Neural Networks
Seyed A. Esmaeili, Bharat Singh, Larry S. Davis
CVPR 2017 Dataset

Son of Zorn’s Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation
Carlos Castillo, Soham De, Xintong Han, Bharat Singh, Abhay Kumar Yadav, Tom Goldstein
ICASSP 2017

Training Neural Networks Without Gradients: A Scalable ADMM Approach
Gavin Taylor, Ryan Burmeister, Zheng Xu, Bharat Singh, Ankit Patel, Tom Goldstein
ICML 2016

Patent Applications

Advanced driver-assistance system using accurate object proposals by tracking detections
Samuel Schulter, Wongun Choi, Bharat Singh, Manmohan Chandraker
US20180134288A1, 2018-05-17

Surveillance system using accurate object proposals by tracking detections
Samuel Schulter, Wongun Choi, Bharat Singh, Manmohan Chandraker
US20180137370A1, 2018-05-17

Action recognition using accurate object proposals by tracking detections
Samuel Schulter, Wongun Choi, Bharat Singh, Manmohan Chandraker
US20180137365A1, 2018-05-17

Method for real-time deformable fusion of a source multi-dimensional image and a target multi-dimensional image of an object
Nikos Paragios, Bharat Singh, Stavros Alchatzidis
US20180040152A1, 2018-02-08

Method and System for Detecting Actions in Videos
Michael J. Jones, Tim Marks, Oncel Tuzel, Bharat Singh
US20170255832A1, 2017-09-07