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Dual Frequency Transformer for Efficient SDR-to-HDR Translation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 538-548
作者:  Gang Xu;  Qibin Hou;  Ming-Ming Cheng
Adobe PDF(2981Kb)  |  收藏  |  浏览/下载：7/5  |  提交时间：2024/05/23
Standard-dynamic-range to high-dynamic-range (SDR-to-HDR) translation, Transformer, dual frequency attention (DFA), frequency-aware feature decomposition, efficient model  
Overhead-free Noise-tolerant Federated Learning: A New Baseline 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
作者:  Shiyi Lin;  Deming Zhai;  Feilong Zhang;  Junjun Jiang;  Xianming Liu;  Xiangyang Ji
Adobe PDF(1816Kb)  |  收藏  |  浏览/下载：8/6  |  提交时间：2024/05/23
Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning  
Enhancing Multi-agent Coordination via Dual-channel Consensus 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 349-368
作者:  Qingyang Zhang;  Kaishen Wang;  Jingqing Ruan;  Yiming Yang;  Dengpeng Xing;  Bo Xu
Adobe PDF(4997Kb)  |  收藏  |  浏览/下载：16/7  |  提交时间：2024/04/23
Multi-agent reinforcement learning, contrastive representation learning, consensus, multi-agent cooperation, cognitive consistency  
Audio Mixing Inversion via Embodied Self-supervised Learning 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 55-62
作者:  Haotian Zhou;  Feng Yu;  Xihong Wu
Adobe PDF(1288Kb)  |  收藏  |  浏览/下载：13/5  |  提交时间：2024/04/23
Audio mixing inversion, intelligent audio mixing, self-supervised learning, audio signal processing, deep learning  
Exploring Variational Auto-encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 29-45
作者:  Nick Bryan-Kinns;  Bingyuan Zhang;  Songyan Zhao;  Berker Banar
Adobe PDF(1683Kb)  |  收藏  |  浏览/下载：7/4  |  提交时间：2024/04/23
Variational auto-encoder, explainable AI (XAI), generative music, musical features, datasets  
Editorial for Special Issue on Artificial Intelligence for Art 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 1-3
作者:  Luntian Mou;  Feng Gao;  Zijin Li;  Jiaying Liu;  Hongxun Yao;  Johan F. Hoorn
Adobe PDF(765Kb)  |  收藏  |  浏览/下载：3/2  |  提交时间：2024/04/23
Effective Model Compression via Stage-wise Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 937-951
作者:  Ming-Yang Zhang;  Xin-Yi Yu;  Lin-Lin Ou
Adobe PDF(2394Kb)  |  收藏  |  浏览/下载：9/3  |  提交时间：2024/04/23
Automated machine learning (AutoML), channel pruning, model compression, distillation, convolutional neural networks (CNN)  
Mask Distillation Network for Conjunctival Hyperemia Severity Classification 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 909-922
作者:  Mingchao Li;  Kun Huang;  Xiao Ma;  Yuexuan Wang;  Wen Fan;  Qiang Chen
Adobe PDF(2827Kb)  |  收藏  |  浏览/下载：13/4  |  提交时间：2024/04/23
Mask distillation (MD), conjunctiva hyperemia, attention mechanism, severity classification, deep learning  
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 822-836
作者:  Kai Zhang;  Yawei Li;  Jingyun Liang;  Jiezhang Cao;  Yulun Zhang;  Hao Tang;  Deng-Ping Fan;  Radu Timofte;  Luc Van Gool
Adobe PDF(7952Kb)  |  收藏  |  浏览/下载：8/3  |  提交时间：2024/04/23
Blind image denoising, real image denosing data synthesis, Transformer, image signal processing (ISP) pipeline  
State of the Art on Deep Learning-enhanced Rendering Methods 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 799-821
作者:  Qi Wang;  Zhihua Zhong;  Yuchi Huo;  Hujun Bao;  Rui Wang
Adobe PDF(6540Kb)  |  收藏  |  浏览/下载：23/9  |  提交时间：2024/04/23
Neural rendering, computer graphics, scene representation, rendering, post-processing