Tianpeng Feng — accepted AI-conference papers

2024

DBS: Differentiable Budget-Aware Searching For Channel Pruning

Zhaokai Zhang, Tianpeng Feng, Yang Liu, Chunnan Sheng, Fanyi Wang, He Cai

ICASSP 2024accepted

Network pruning is an effective technique to reduce computation costs for deep model deployment on resource-constraint devices. Searching superior sub-networks from a vast search space through Neural Architecture Search (NAS) , which conducts a one-shot supernet used as a performance estimator, is s…

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2023

Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning

Weixuan Sun, Jiayi Zhang, Jianyuan Wang, Zheyuan Liu, Yiran Zhong, Tianpeng Feng +3

CVPR 2023poster

Self-supervised audio-visual source localization aims to locate sound-source objects in video frames without extra annotations. Recent methods often approach this goal with the help of contrastive learning, which assumes only the audio and visual contents from the same video are positive samples for…

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