Search Results for author: Yuan Zeng

Found 8 papers, 0 papers with code

Hyb-NeRF: A Multiresolution Hybrid Encoding for Neural Radiance Fields

no code implementations21 Nov 2023 Yifan Wang, Yi Gong, Yuan Zeng

To address these issues, we present Hyb-NeRF, a novel neural radiance field with a multi-resolution hybrid encoding that achieves efficient neural modeling and fast rendering, which also allows for high-quality novel view synthesis.

Novel View Synthesis

Multi-Channel Attentive Feature Fusion for Radio Frequency Fingerprinting

no code implementations19 Mar 2023 Yuan Zeng, Yi Gong, Jiawei Liu, Shangao Lin, Zidong Han, Ruoxiao Cao, Kaibin Huang, Khaled Ben Letaief

The features extracted from different channels are fused adaptively using a shared attention module, where the weights of neural features from multiple channels are learned during training the McAFF model.

Learning to Scale Temperature in Masked Self-Attention for Image Inpainting

no code implementations13 Feb 2023 Xiang Zhou, Yuan Zeng, Yi Gong

Recent advances in deep generative adversarial networks (GAN) and self-attention mechanism have led to significant improvements in the challenging task of inpainting large missing regions in an image.

Image Inpainting Patch Matching

Learning of Time-Frequency Attention Mechanism for Automatic Modulation Recognition

no code implementations5 Nov 2021 Shangao Lin, Yuan Zeng, Yi Gong

Recent learning-based image classification and speech recognition approaches make extensive use of attention mechanisms to achieve state-of-the-art recognition power, which demonstrates the effectiveness of attention mechanisms.

Automatic Modulation Recognition Image Classification +2

Inference with Hybrid Bio-hardware Neural Networks

no code implementations28 May 2019 Yuan Zeng, Zubayer Ibne Ferdous, Weixiang Zhang, Mufan Xu, Anlan Yu, Drew Patel, Xiaochen Guo, Yevgeny Berdichevsky, Zhiyuan Yan

This paper studies whether a bio-plausible model of a in vitro living neural network can be used to perform machine learning tasks and achieve good inference accuracy.

Handwritten Digit Recognition Image Classification +2

A Supervised STDP-based Training Algorithm for Living Neural Networks

no code implementations30 Oct 2017 Yuan Zeng, Kevin Devincentis, Yao Xiao, Zubayer Ibne Ferdous, Xiaochen Guo, Zhiyuan Yan, Yevgeny Berdichevsky

Neural networks have shown great potential in many applications like speech recognition, drug discovery, image classification, and object detection.

BIG-bench Machine Learning Drug Discovery +7

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