Zengyi Li

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Boltzmann Machine

Metropolis Hastings

Structured Representations

Supervised Learning

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Zhiyu Chen, Ziyuan Wen, Weier Wan, Akhil Reddy Pakala, Yiwei Zou, Wei-Chen Wei, Zengyi Li, Yubei Chen, Kaiyuan Yang
PICO-RAM: A PVT-Insensitive Analog Compute-In-Memory SRAM Macro with In-Situ Multi-Bit Charge Computing and 6T Thin-Cell-Compatible Layout. CoRR (2024)
Zengyi Li, Yubei Chen, Friedrich T. Sommer
Learning Energy-Based Models in High-Dimensional Spaces with Multiscale Denoising-Score Matching. Entropy 25 (10) (2023)
Bo Liu, Ligang Li, Yuan Cao, Wenbo Zhou, Zengyi Li, Wei Ni, Zhen Yang
MAIN: Multibranch Attention Integration Network for Degraded Remote-Sensing Image Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yubei Chen, Adrien Bardes, Zengyi Li, Yann LeCun
Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning. Trans. Mach. Learn. Res. 2023 (2023)
Zengyi Li, Ligang Li, Bo Liu, Yuan Cao, Wenbo Zhou, Wei Ni, Zhen Yang
Spectral-Learning-Based Transformer Network for the Spectral Super-Resolution of Remote-Sensing Degraded Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Shengbang Tong, Xili Dai, Yubei Chen, Mingyang Li, Zengyi Li, Brent Yi, Yann LeCun, Yi Ma
Unsupervised Learning of Structured Representations via Closed-Loop Transcription. CoRR (2022)
Zengyi Li, Yubei Chen, Yann LeCun, Friedrich T. Sommer
Neural Manifold Clustering and Embedding. CoRR (2022)
Yubei Chen, Adrien Bardes, Zengyi Li, Yann LeCun
Intra-Instance VICReg: Bag of Self-Supervised Image Patch Embedding. CoRR (2022)
Qi Xiao, Bo Liu, Zengyi Li, Wei Ni, Zhen Yang, Ligang Li
Progressive Data Augmentation Method for Remote Sensing Ship Image Classification Based on Imaging Simulation System and Neural Style Transfer. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zengyi Li, Yubei Chen, Friedrich T. Sommer
A Neural Network MCMC Sampler That Maximizes Proposal Entropy. Entropy 23 (3) (2021)
Zengyi Li, Yubei Chen, Friedrich T. Sommer
A Neural Network MCMC sampler that maximizes Proposal Entropy. CoRR (2020)
Zengyi Li, Friedrich T. Sommer
Complex Amplitude-Phase Boltzmann Machines. CoRR (2020)
Zengyi Li, Yubei Chen, Friedrich T. Sommer
Annealed Denoising Score Matching: Learning Energy-Based Models in High-Dimensional Spaces. CoRR (2019)