PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification

no code implementations • 13 Apr 2024 • Zhenwei Wang, Qiule Sun, Bingbing Zhang, Pengfei Wang, Jianxin Zhang, Qiang Zhang

The other is to classification on feature distribution of visual tokens from vision encoder.

Few-Shot Learning Image Classification +2

Temporal-attentive Covariance Pooling Networks for Video Recognition

1 code implementation • NeurIPS 2021 • Zilin Gao, Qilong Wang, Bingbing Zhang, QinGhua Hu, Peihua Li

Then, a temporal covariance pooling performs temporal pooling of the attentive covariance representations to characterize both intra-frame correlations and inter-frame cross-correlations of the calibrated features.

Video Recognition

LIDA: Lightweight Interactive Dialogue Annotator

1 code implementation • IJCNLP 2019 • Edward Collins, Nikolai Rozanov, Bingbing Zhang

Dialogue systems have the potential to change how people interact with machines but are highly dependent on the quality of the data used to train them.

Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks

1 code implementation • CONLL 2018 • Edward Collins, Nikolai Rozanov, Bingbing Zhang

In this paper we analyse exactly which characteristics of a dataset best determine how difficult that dataset is for the task of text classification.

General Classification text-classification +1