Search Results for author: Zizhao Chen

Found 3 papers, 1 papers with code

AMFD: Distillation via Adaptive Multimodal Fusion for Multispectral Pedestrian Detection

1 code implementation21 May 2024 Zizhao Chen, Yeqiang Qian, Xiaoxiao Yang, Chunxiang Wang, Ming Yang

This increased inference time has hindered the widespread employment of multispectral pedestrian detection in embedded devices for autonomous systems.

Knowledge Distillation Pedestrian Detection

Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines

no code implementations20 Nov 2022 Andrew C. Li, Zizhao Chen, Pashootan Vaezipoor, Toryn Q. Klassen, Rodrigo Toro Icarte, Sheila A. McIlraith

Natural and formal languages provide an effective mechanism for humans to specify instructions and reward functions.

Classify Respiratory Abnormality in Lung Sounds Using STFT and a Fine-Tuned ResNet18 Network

no code implementations30 Aug 2022 Zizhao Chen, Hongliang Wang, Chia-Hui Yeh, Xilin Liu

Our key contributions include the bench-marking of different audio feature extractors and neural network based classifiers, and the implementation of a complete pipeline using STFT and a fine-tuned ResNet18 network.

Sound Classification

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