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Cheng-Ming Chiang

8 papers hereh-index 6203 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4
  • last author1

Across the 6 of 8 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • eess.IV3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedMLPerf Mobile Inference Benchmark

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing cs.CVShow all

4 papers · 1 filter

cs.CV2022

MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning

Andrey Ignatov, Anastasia Sycheva, Radu Timofte +8

While neural networks-based photo processing solutions can provide a better image quality compared to the traditional ISP systems, their application to mobile devices is still very…

cs.CV2022

PyNet-V2 Mobile: Efficient On-Device Photo Processing With Neural Networks

Andrey Ignatov, Grigory Malivenko, Radu Timofte +8

The increased importance of mobile photography created a need for fast and performant RAW image processing pipelines capable of producing good visual results in spite of the mobile…

cs.CV2020★ 1 cited

Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering

Hantao Huang, Tao Han, Wei Han +2

Visual Question Answering (VQA) is challenging due to the complex cross-modal relations. It has received extensive attention from the research community. From the human perspective…

cs.CV2020

Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency

Cheng-Ming Chiang, Yu Tseng, Yu-Syuan Xu +13

Recently, image enhancement and restoration have become important applications on mobile devices, such as super-resolution and image deblurring. However, most state-of-the-art netw…

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