Vignesh Ramanathan
PSG INSTITUTE OF TECHNOLOGY AND APPLIED RESEARCH(IN)Meta (United States)(US)Indian Institute of Science Bangalore(IN)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Human Pose and Action Recognition, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Video Surveillance and Tracking Methods
Most-Cited Works
- → Social LSTM: Human Trajectory Prediction in Crowded Spaces(2016)3,402 cited
- → Detecting Events and Key Actors in Multi-person Videos(2016)221 cited
- → Socially-Aware Large-Scale Crowd Forecasting(2014)219 cited
- → Exploring the Limits of Weakly Supervised Pretraining(2018)204 cited
- Shifting Weights: Adapting Object Detectors from Image to Video(2012)
- → What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets(2018)125 cited
- → Learning semantic relationships for better action retrieval in images(2015)113 cited