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A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition


Mar 23, 2023
Andong Deng, Taojiannan Yang, Chen Chen

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AIM: Adapting Image Models for Efficient Video Action Recognition


Feb 06, 2023
Taojiannan Yang, Yi Zhu, Yusheng Xie, Aston Zhang, Chen Chen, Mu Li

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* Accepted to ICLR 2023. Project webpage is at https://adapt-image-models.github.io/ 

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Problem Behaviors Recognition in Videos using Language-Assisted Deep Learning Model for Children with Autism


Nov 17, 2022
Andong Deng, Taojiannan Yang, Chen Chen, Qian Chen, Leslie Neely, Sakiko Oyama

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Revisiting Training-free NAS Metrics: An Efficient Training-based Method


Nov 16, 2022
Taojiannan Yang, Linjie Yang, Xiaojie Jin, Chen Chen

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* Accepted to WACV2023 

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Exploring Parameter-Efficient Fine-tuning for Improving Communication Efficiency in Federated Learning


Oct 04, 2022
Guangyu Sun, Matias Mendieta, Taojiannan Yang, Chen Chen

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HeatER: An Efficient and Unified Network for Human Reconstruction via Heatmap-based TransformER


May 30, 2022
Ce Zheng, Matias Mendieta, Taojiannan Yang, Chen Chen

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Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning


Nov 28, 2021
Matias Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen

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BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images


May 16, 2021
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du

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* arXiv admin note: text overlap with arXiv:2010.14014 

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MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations


May 14, 2021
Taojiannan Yang, Sijie Zhu, Matias Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen

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* Extended version of arXiv:1909.12978. More experiments on 3D networks (SlowFast, X3D) and analyses on training cost 

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3D Human Pose Estimation with Spatial and Temporal Transformers


Mar 24, 2021
Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding

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