34 citations · 67 across the 15 of their papers we have counts for
19 papers
ABCAS: Adaptive Bound Control of spectral norm as Automatic Stabilizer
Shota Hirose, Shiori Maki, Naoki Wada +2
Spectral Normalization is one of the best methods for stabilizing the training of Generative Adversarial Network. Spectral Normalization limits the gradient of discriminator betwee…
Q-LIC: Quantizing Learned Image Compression with Channel Splitting
Heming Sun, Lu Yu, Jiro Katto
Learned image compression (LIC) has reached a comparable coding gain with traditional hand-crafted methods such as VVC intra. However, the large network complexity prohibits the us…
RSSI-CSI Measurement and Variation Mitigation with Commodity WiFi Device
Bo Wei, Hang Song, Jiro Katto +1
Owing to the plentiful information released by the commodity devices, WiFi signals have been widely studied for various wireless sensing applications. In many works, both received…
Adaptive video transmission using QUBO method and Digital Annealer based on Ising machine
Bo Wei, Hang Song, Jiro Katto
With the dramatically increasing video streaming in the total network traffic, it is critical to develop effective algorithms to promote the content delivery service of high qualit…
Learned Video Compression with Residual Prediction and Loop Filter
Chao Liu, Heming Sun, Jiro Katto +2
In this paper, we propose a learned video codec with a residual prediction network (RP-Net) and a feature-aided loop filter (LF-Net). For the RP-Net, we exploit the residual of pre…
Fully Neural Network Mode Based Intra Prediction of Variable Block Size
Heming Sun, Lu Yu, Jiro Katto
Intra prediction is an essential component in the image coding. This paper gives an intra prediction framework completely based on neural network modes (NM). Each NM can be regarde…