From the 1 of 140 linked papers with an AI index.
3.7k citations · 25.2k across the 137 of their papers we have counts for
4 papers · 2 filters
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks
Pierre Sermanet, David Eigen, Xiang Zhang +3
We present an integrated framework for using Convolutional Networks for classification, localization and detection. We show how a multiscale and sliding window approach can be effi…
Fast Training of Convolutional Networks through FFTs
Michael Mathieu, Mikael Henaff, Yann LeCun
Convolutional networks are one of the most widely employed architectures in computer vision and machine learning. In order to leverage their ability to learn complex functions, lar…
Causal graph-based video segmentation
Camille Couprie, Clément Farabet, Yann LeCun
Numerous approaches in image processing and computer vision are making use of super-pixels as a pre-processing step. Among the different methods producing such over-segmentation of…
Indoor Semantic Segmentation using depth information
Camille Couprie, Clément Farabet, Laurent Najman +1
This work addresses multi-class segmentation of indoor scenes with RGB-D inputs. While this area of research has gained much attention recently, most works still rely on hand-craft…