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Is quantum optimization ready? An effort towards neural network compression using adiabatic quantum computing 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2026, 卷号: 174, 页码: 11
作者:  Wang, Zhehui;  Choong, Benjamin Chen Ming;  Huang, Tian;  Gerlinghoff, Daniel;  Goh, Rick Siow Mong;  Liu, Cheng;  Luo, Tao
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Adiabatic quantum computing  Quantum annealing  Neural network optimization  Model compression  
FreeMask3D: Zero-Shot Point Cloud Instance Segmentation Without 3D Training 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2025, 卷号: 10, 期号: 12, 页码: 12301-12308
作者:  Zhou, Mingquan;  Wu, Xiaodong;  He, Chen;  Wang, Ruiping;  Chen, Xilin
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Three-dimensional displays  Instance segmentation  Point cloud compression  Semantics  Training  Solid modeling  Annotations  Visualization  Cameras  Adaptation models  Object detection  segmentation and categorization  deep learning for visual perception  embodied cognitive science  
DCHF_T: A multi-dimensional adaptive compression approach for transformer-based models 期刊论文
NEUROCOMPUTING, 2025, 卷号: 656, 页码: 12
作者:  Yan, Yaoyao;  Wang, Da;  Ye, Jing;  Yu, Hui;  Lu, Dianjie;  Zhang, Yuang;  Xu, Weizhi;  Liu, Fang'ai
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Transformer  Dynamic token compression  Pruning  Multi-dimensional adaptive compression  
High Quality Compression and Transmission of Remote Sensing Images Based on Semantic Communication 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2025, 卷号: 10, 期号: 5, 页码: 843-857
作者:  Jiang, Yan;  Xie, Kun;  Ouyang, Yudian;  Wen, Jigang;  Zhang, Guangxing;  Liang, Wei;  Feng, Quan
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Data transmission  image compression  remote sensing  remote sensing  semantic communication  semantic communication  scene classification  scene classification  scene classification  
Efficient knowledge graph to text powered by LLGM: linear latent graph model 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2025, 卷号: 11, 期号: 8, 页码: 22
作者:  Zhao, Xiaokang;  Zheng, Yao;  Shan, Yubo;  Li, Jingyuan;  Zhang, Kun;  Wang, Yuanzhuo
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Knowledge graph to text generation  Linear attention  Low rank compression  Fourier network  
End-to-End Optimized Lossy Compression for Neural-Morphic Spiking Camera Captured Data 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 6, 页码: 6074-6086
作者:  Feng, Kexiang;  Jia, Chuanmin;  Pan, Jingshan;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Image coding  Cameras  Image reconstruction  Streams  Correlation  Redundancy  Visualization  Firing  Spatial resolution  Retina  Spike compression  spatio-temporal contextual compression  attention mechanism  end-to-end spike coding  
LighTN: Light-Weight Transformer Network for Performance-Overhead Tradeoff in Point Cloud Downsampling 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 832-847
作者:  Wang, Xu;  Jin, Yi;  Cen, Yigang;  Wang, Tao;  Tang, Bowen;  Li, Yidong
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Task analysis  Point cloud compression  Transformers  Feature extraction  Voltage transformers  Three-dimensional displays  Deep learning  Point cloud  deep learning  downsampling  transformer  energy-efficient  
A Joint Visual Compression and Perception Framework for Neuromorphic Spiking Camera 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 4343-4356
作者:  Feng, Kexiang;  Jia, Chuanmin;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Image coding  Cameras  Feature extraction  Encoding  Visualization  Distortion  Decoding  Binary sequences  Video compression  Vectors  Spike compression  visual intelligence  end-to-end spike coding  
Rate-Distortion-Complexity Optimized Framework for Multi-Model Image Compression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2025, 卷号: 34, 页码: 5385-5399
作者:  Hang, Xinyu;  Ge, Ziqing;  Fan, Hongfei;  Jia, Chuanmin;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：12/0  |  提交时间：2025/12/03
Image coding  Codecs  Optimization  Complexity theory  Decoding  Distortion  Rate-distortion  Image reconstruction  Bit rate  Training  Lossy image compression  heuristic algorithm  rate-distortion-complexity optimization  
BIRD plus : Design of a Lightweight Communication Compressor for Resource-Constrained Distribution Learning Platforms 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 11, 页码: 2193-2207
作者:  Wu, Donglei;  Yang, Weihao;  Zou, Xiangyu;  Feng, Hao;  Tao, Dingwen;  Li, Shiyi;  Xia, Wen;  Fang, Binxing
收藏  |  浏览/下载：63/0  |  提交时间：2024/12/06
Indexes  Costs  Computational modeling  Distance learning  Computer aided instruction  Training  Tensors  Distributed learning  communication compression  random sampling  neural network