output
20102026
most citedDeep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

3.5k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2015 · cs.CVShow all

3 papers · 2 filters

cs.CV2015★ 7 cited

Finding Temporally Consistent Occlusion Boundaries in Videos using Geometric Context

S. Hussain Raza, Ahmad Humayun, Matthias Grundmann +2

We present an algorithm for finding temporally consistent occlusion boundaries in videos to support segmentation of dynamic scenes. We learn occlusion boundaries in a pairwise Mark…

cs.CV2015★ 3.5k cited

Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Song Han, Huizi Mao, William J. Dally

Neural networks are both computationally intensive and memory intensive, making them difficult to deploy on embedded systems with limited hardware resources. To address this limita…

cs.CV2015★ 2 cited

Locally Non-rigid Registration for Mobile HDR Photography

Orazio Gallo, Alejandro Troccoli, Jun Hu +2

Image registration for stack-based HDR photography is challenging. If not properly accounted for, camera motion and scene changes result in artifacts in the composite image. Unfort…