Tianqi Wang | DeepAI

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∙ 01/19/2023

Fast-BEV: Towards Real-time On-vehicle Bird's-Eye View Perception

Recently, the pure camera-based Bird's-Eye-View (BEV) perception removes...

0 Bin Huang, et al. ∙

∙ 06/07/2022

EEG-based Emotion Recognition with Spatial and Functional Brain Mapping of CNS and PNS Signals

Emotion plays a significant role in our daily life. Recognition of emoti...

0 Zhiyao Cen, et al. ∙

∙ 03/23/2022

Scale-Equivalent Distillation for Semi-Supervised Object Detection

Recent Semi-Supervised Object Detection (SS-OD) methods are mainly based...

26 Qiushan Guo, et al. ∙

∙ 05/27/2021

Robust Navigation for Racing Drones based on Imitation Learning and Modularization

This paper presents a vision-based modularized drone racing navigation s...

0 Tianqi Wang, et al. ∙

∙ 12/23/2020

BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training

The size of deep neural networks (DNNs) grows rapidly as the complexity ...

0 Letian Zhao, et al. ∙

∙ 08/23/2019

UWB-GCN: Hardware Acceleration of Graph-Convolution-Network through Runtime Workload Rebalancing

The recent development of deep learning has mostly been focusing on Eucl...

0 Tong Geng, et al. ∙

∙ 07/16/2019

Improved Reinforcement Learning through Imitation Learning Pretraining Towards Image-based Autonomous Driving

We present a training pipeline for the autonomous driving task given the...

0 Tianqi Wang, et al. ∙

∙ 05/14/2019

Fully Integrated On-FPGA Molecular Dynamics Simulations

The implementation of Molecular Dynamics (MD) on FPGAs has received subs...

0 Chen Yang, et al. ∙

∙ 01/04/2019

A Scalable Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Weight and Workload Balancing

Deep Neural Networks (DNNs) have revolutionized numerous applications, b...

10 Tong Geng, et al. ∙

∙ 12/17/2018

Artificial Intelligence-aided OFDM Receiver: Design and Experimental Results

Orthogonal frequency division multiplexing (OFDM) is one of the key tech...

8 Peiwen Jiang, et al. ∙

∙ 07/31/2018

Deep Learning-based CSI Feedback Approach for Time-varying Massive MIMO Channels

Massive multiple-input multiple-output (MIMO) systems rely on channel st...

0 Tianqi Wang, et al. ∙