140 citations · 382 across the 16 of their papers we have counts for
3 papers · 1 filter
VRFP: On-the-fly Video Retrieval using Web Images and Fast Fisher Vector Products
Xintong Han, Bharat Singh, Vlad I. Morariu +1
VRFP is a real-time video retrieval framework based on short text input queries, which obtains weakly labeled training images from the web after the query is known. The retrieved w…
Layer-Specific Adaptive Learning Rates for Deep Networks
Bharat Singh, Soham De, Yangmuzi Zhang +2
The increasing complexity of deep learning architectures is resulting in training time requiring weeks or even months. This slow training is due in part to vanishing gradients, in…
Selecting Relevant Web Trained Concepts for Automated Event Retrieval
Bharat Singh, Xintong Han, Zhe Wu +2
Complex event retrieval is a challenging research problem, especially when no training videos are available. An alternative to collecting training videos is to train a large semant…