Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks
Author:
Affiliation:
1. National University of Singapore,ECE Dept.,Singapore
Funder
Singapore National Research Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9869844/9869845/09869903.pdf?arnumber=9869903
Reference13 articles.
1. UCF101: A Dataset of 1 01 Human Actions Classes From Videos in The Wild;soomro;ArXiv,2012
2. HMDB: A large video database for human motion recognition
3. Learning Spatiotemporal Features with 3D Convolutional Networks
4. Resource Efficient 3D Convolutional Neural Networks;kopuklu;ArXiv,2021
5. DeltaFrame-BP: An Algorithm Using Frame Difference for Deep Convolutional Neural Networks Training and Inference on Video Data
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1. Temporal Similarity-Based Computation Reduction for Video Transformers in Edge Camera Nodes;2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS);2023-06-11
2. Architecture for 3D Convolutional Neural Networks Based on Temporal Similarity Removal;2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS);2022-10-24
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