Search Results for author: Yang Tao

Found 5 papers, 1 papers with code

Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models

no code implementations15 Mar 2024 Tian Meng, Yang Tao, Ruilin Lyu, Wuliang Yin

By enabling a VLM to interact with off-the-shelf vision models as tools, the proposed method is capable of classifying and segmenting target objects using only image-level labels.

Few-Shot Image Classification In-Context Learning +3

Few-Shot Classification & Segmentation Using Large Language Models Agent

no code implementations19 Nov 2023 Tian Meng, Yang Tao, Wuliang Yin

The task of few-shot image classification and segmentation (FS-CS) requires the classification and segmentation of target objects in a query image, given only a few examples of the target classes.

Classification Few-Shot Image Classification +2

Design Space Exploration of Neural Network Activation Function Circuits

1 code implementation22 Sep 2018 Yang Tao, Wei Yadong, Tu Zhijun, Zeng Haolun, Kinsy Michel A., Zheng Nanning, Ren Pengju

In this paper, we explore efficient hardware implementations of activation functions using purely combinational circuits, with a focus on two widely used nonlinear activation functions, i. e., SELU and tanh.

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