Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search

Author:

Vu Thanh1,Zhou Yanqi2,Wen Chunfeng3,Li Yueqi3,Frahm Jan-Michael1

Affiliation:

1. UNC at Chapel Hill

2. Google Research

3. X, The Moonshot Factory

Publisher

IEEE

Reference68 articles.

1. EfficientDet: Scalable and Efficient Object Detection

2. Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis

3. EfficientNetV2: Smaller Models and Faster Training;tan;ICML,2021

4. Multi-Task Learning with Deep Neural Networks: A Survey;crawshaw,2020

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. UNITE: Multitask Learning With Sufficient Feature for Dense Prediction;IEEE Transactions on Systems, Man, and Cybernetics: Systems;2024-08

2. Combinatorial progressive architecture search for crowd counting;Displays;2024-07

3. Efficient Controllable Multi-Task Architectures;2023 IEEE/CVF International Conference on Computer Vision (ICCV);2023-10-01

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