Search Results for author: Hongyi Zheng

Found 5 papers, 4 papers with code

Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis

1 code implementation1 Nov 2023 Hongyi Zheng, Abulhair Saparov

Recent advances in prompt engineering enable large language models (LLMs) to solve multi-hop logical reasoning problems with impressive accuracy.

Logical Reasoning Prompt Engineering

Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section

no code implementations13 Jul 2023 Hongyi Zheng, Yixin Zhu, Lavender Yao Jiang, Kyunghyun Cho, Eric Karl Oermann

Recent advances in large language models have led to renewed interest in natural language processing in healthcare using the free text of clinical notes.

Language Modelling

Predicting Blossom Date of Cherry Tree With Support Vector Machine and Recurrent Neural Network

1 code implementation10 Oct 2022 Hongyi Zheng, Yanyu Chen, Zihan Zhang

Our project probes the relationship between temperatures and the blossom date of cherry trees.

Unfolded Deep Kernel Estimation for Blind Image Super-resolution

1 code implementation10 Mar 2022 Hongyi Zheng, Hongwei Yong, Lei Zhang

Nonetheless, the existing deep unfolding methods cannot explicitly solve the data term of the unfolding objective function, limiting their capability in blur kernel estimation.

Image Super-Resolution

Deep Convolutional Dictionary Learning for Image Denoising

1 code implementation CVPR 2021 Hongyi Zheng, Hongwei Yong, Lei Zhang

Inspired by the great success of deep neural networks (DNNs), many unfolding methods have been proposed to integrate traditional image modeling techniques, such as dictionary learning (DicL) and sparse coding, into DNNs for image restoration.

Dictionary Learning Image Denoising +2

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