14 citations · 31 across the 17 of their papers we have counts for
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cs.CV2020★ 11 cited
Effect of Architectures and Training Methods on the Performance of Learned Video Frame Prediction
M. Akin Yilmaz, A. Murat Tekalp
We analyze the performance of feedforward vs. recurrent neural network (RNN) architectures and associated training methods for learned frame prediction. To this effect, we trained…
eess.IV2020★ 14 cited
End-to-End Rate-Distortion Optimization for Bi-Directional Learned Video Compression
M. Akin Yilmaz, A. Murat Tekalp
Conventional video compression methods employ a linear transform and block motion model, and the steps of motion estimation, mode and quantization parameter selection, and entropy…