43 citations · 84 across the 10 of their papers we have counts for
4 papers · 1 filter
FSCNN: A Fast Sparse Convolution Neural Network Inference System
Bo Ji, Tianyi Chen
Convolution neural networks (CNNs) have achieved remarkable success, but typically accompany high computation cost and numerous redundant weight parameters. To reduce the FLOPs, st…
Perception-Distortion Balanced ADMM Optimization for Single-Image Super-Resolution
Yuehan Zhang, Bo Ji, Jia Hao +1
In image super-resolution, both pixel-wise accuracy and perceptual fidelity are desirable. However, most deep learning methods only achieve high performance in one aspect due to th…
A Closer Look at Branch Classifiers of Multi-exit Architectures
Shaohui Lin, Bo Ji, Rongrong Ji +1
Multi-exit architectures consist of a backbone and branch classifiers that offer shortened inference pathways to reduce the run-time of deep neural networks. In this paper, we anal…
On Kernelized Multi-Armed Bandits with Constraints
Xingyu Zhou, Bo Ji
We study a stochastic bandit problem with a general unknown reward function and a general unknown constraint function. Both functions can be non-linear (even non-convex) and are as…