STT: Soft Template Tuning for Few-Shot Adaptation

no code implementations • 18 Jul 2022 • Ping Yu, Wei Wang, Chunyuan Li, Ruiyi Zhang, Zhanpeng Jin, Changyou Chen

Significantly, it can even outperform the time- and resource-consuming fine-tuning method on sentiment classification tasks.

Few-Shot Learning Language Modelling +3

A Spike Learning System for Event-driven Object Recognition

no code implementations • 21 Jan 2021 • Shibo Zhou, Wei Wang, Xiaohua LI, Zhanpeng Jin

The proposed temporal coding scheme maps each event's arrival time and data into SNN spike time so that asynchronously-arrived events are processed immediately without delay.

Object Object Recognition

Survive the Schema Changes: Integration of Unmanaged Data Using Deep Learning

no code implementations • 15 Oct 2020 • Zijie Wang, Lixi Zhou, Amitabh Das, Valay Dave, Zhanpeng Jin, Jia Zou

Data is the king in the age of AI.

Data Integration

DeepBrain: Towards Personalized EEG Interaction through Attentional and Embedded LSTM Learning

no code implementations • 6 Feb 2020 • Di Wu, Huayan Wan, Siping Liu, Weiren Yu, Zhanpeng Jin, Dakuo Wang

The "mind-controlling" capability has always been in mankind's fantasy.

Brain Computer Interface EEG

Temporal Pulses Driven Spiking Neural Network for Fast Object Recognition in Autonomous Driving

no code implementations • 24 Jan 2020 • Wei Wang, Shibo Zhou, Jingxi Li, Xiaohua LI, Junsong Yuan, Zhanpeng Jin

Accurate real-time object recognition from sensory data has long been a crucial and challenging task for autonomous driving.

Autonomous Driving Object +1