Search Results for author: Erjia Xiao

Found 3 papers, 0 papers with code

Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model

no code implementations29 Feb 2024 Hao Cheng, Erjia Xiao, Jindong Gu, Le Yang, Jinhao Duan, Jize Zhang, Jiahang Cao, Kaidi Xu, Renjing Xu

Large Vision-Language Models (LVLMs) rely on vision encoders and Large Language Models (LLMs) to exhibit remarkable capabilities on various multi-modal tasks in the joint space of vision and language.

Language Modelling Object Recognition +1

Pursing the Sparse Limitation of Spiking Deep Learning Structures

no code implementations18 Nov 2023 Hao Cheng, Jiahang Cao, Erjia Xiao, Mengshu Sun, Le Yang, Jize Zhang, Xue Lin, Bhavya Kailkhura, Kaidi Xu, Renjing Xu

It posits that within dense neural networks, there exist winning tickets or subnetworks that are sparser but do not compromise performance.

Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network

no code implementations23 Sep 2023 Hao Cheng, Jiahang Cao, Erjia Xiao, Mengshu Sun, Renjing Xu

Deploying energy-efficient deep learning algorithms on computational-limited devices, such as robots, is still a pressing issue for real-world applications.

Binarization

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