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Found 12 papers, 2 papers with code
Image Coding for Machines with Edge Information Learning Using Segment Anything
We also show that SA-NeRV is superior to ordinary NeRV in video compression for machines.
Improving Image Coding for Machines through Optimizing Encoder via Auxiliary Loss
Image coding for machines (ICM) aims to compress images for machine analysis using recognition models rather than human vision.
Point Cloud Denoising and Outlier Detection with Local Geometric Structure by Dynamic Graph CNN
Therefore, denoising and outlier detection are necessary for point cloud processing.
Image Coding for Machines with Object Region Learning
The former approach has the problem of requiring an ROI-map as input in addition to the input image.
VVC Extension Scheme for Object Detection Using Contrast Reduction
In 2019, the Moving Picture Experts Group (MPEG) has started standardization of Video Coding for Machines (VCM) as a video coding technology for image recognition.
Accuracy Improvement of Object Detection in VVC Coded Video Using YOLO-v7 Features
Versatile Video Coding (VVC) will be used for the video compression method, since it is the latest video coding method with the best encoding performance.
Information Compression and Performance Evaluation of Tic-Tac-Toe's Evaluation Function Using Singular Value Decomposition
We approximated the evaluation function for the game Tic-Tac-Toe by singular value decomposition (SVD) and investigated the effect of approximation accuracy on winning rate.
Capsule GAN Using Capsule Network for Generator Architecture
This paper presents Capsule GAN, a Generative adversarial network using Capsule Network not only in the discriminator but also in the generator.
Fast algorithm for generating random bit strings and multispin coding for directed percolation
We present efficient algorithms to generate a bit string in which each bit is set with arbitrary probability.
Statistical Mechanics Computational Physics
SIMD Vectorization for the Lennard-Jones Potential with AVX2 and AVX-512 instructions
On SKL, the code vectorized with AVX2 exhibits slightly better performance than that with vectorized AVX-512.
Mathematical Software Computational Engineering, Finance, and Science
Difficult Sudoku Puzzles Created by Replica Exchange Monte Carlo Method
An Ising spin-glass like Hamiltonian describing difficulty of puzzles is defined, and difficult puzzles are created by minimizing the energy of the Hamiltonian.
Statistical Mechanics
Huge-scale Molecular Dynamics Simulation of Multibubble Nuclei
We have developed molecular dynamics codes for a short-range interaction potential that adopt both the flat-MPI and MPI/OpenMP hybrid parallelizations on the basis of a full domain decomposition strategy.
Computational Physics Statistical Mechanics
