47 citations · 116 across the 7 of their papers we have counts for
4 papers · 1 filter
Dense Prediction on Sequences with Time-Dilated Convolutions for Speech Recognition
Tom Sercu, Vaibhava Goel
In computer vision pixelwise dense prediction is the task of predicting a label for each pixel in the image. Convolutional neural networks achieve good performance on this task, wh…
Self-critical Sequence Training for Image Captioning
Steven J. Rennie, Etienne Marcheret, Youssef Mroueh +2
Recently it has been shown that policy-gradient methods for reinforcement learning can be utilized to train deep end-to-end systems directly on non-differentiable metrics for the t…
Co-Occuring Directions Sketching for Approximate Matrix Multiply
Youssef Mroueh, Etienne Marcheret, Vaibhava Goel
We introduce co-occurring directions sketching, a deterministic algorithm for approximate matrix product (AMM), in the streaming model. We show that co-occuring directions achieves…
Advances in Very Deep Convolutional Neural Networks for LVCSR
Tom Sercu, Vaibhava Goel
Very deep CNNs with small 3x3 kernels have recently been shown to achieve very strong performance as acoustic models in hybrid NN-HMM speech recognition systems. In this paper we i…