Matías Mendieta

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 28

Top Topics

Facial Expression Recognition

Spatial And Temporal

Video Analytics

Top Venues

IEEE Internet Things J.

Publications

Guangyu Sun, Matías Mendieta, Aritra Dutta, Xin Li, Chen Chen
Towards Multi-modal Transformers in Federated Learning. CoRR (2024)
Matías Mendieta, Guangyu Sun, Chen Chen
Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models. CoRR (2024)
Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
MutualNet: Adaptive ConvNet via Mutual Learning From Different Model Configurations. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Guangyu Sun, Matías Mendieta, Jun Luo, Shandong Wu, Chen Chen
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning. CoRR (2023)
Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen, Mu Li
GFM: Building Geospatial Foundation Models via Continual Pretraining. CoRR (2023)
Guangyu Sun, Matías Mendieta, Jun Luo, Shandong Wu, Chen Chen
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning. ICCV (2023)
Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen
Towards Geospatial Foundation Models via Continual Pretraining. ICCV (2023)
Ce Zheng, Matías Mendieta, Chen Chen
POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition. ICCV (Workshops) (2023)
Jun Luo, Matías Mendieta, Chen Chen, Shandong Wu
PGFed: Personalize Each Client's Global Objective for Federated Learning. ICCV (2023)
Ce Zheng, Matías Mendieta, Taojiannan Yang, Guo-Jun Qi, Chen Chen
FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER. CVPR (2023)
Ce Zheng, Matías Mendieta, Pu Wang, Aidong Lu, Chen Chen
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose. ACM Multimedia (2022)
Ce Zheng, Matías Mendieta, Taojiannan Yang, Chen Chen
HeatER: An Efficient and Unified Network for Human Reconstruction via Heatmap-based TransformER. CoRR (2022)
Matías Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen
Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning. CVPR (2022)
Ce Zheng, Matías Mendieta, Chen Chen
POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition. CoRR (2022)
Jun Luo, Matías Mendieta, Chen Chen, Shandong Wu
PGFed: Personalize Each Client's Global Objective for Federated Learning. CoRR (2022)
Guangyu Sun, Matías Mendieta, Taojiannan Yang, Chen Chen
Exploring Parameter-Efficient Fine-tuning for Improving Communication Efficiency in Federated Learning. CoRR (2022)
Ce Zheng, Matías Mendieta, Pu Wang, Aidong Lu, Chen Chen
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose. CoRR (2021)
Matías Mendieta, Hamed Tabkhi
CARPe Posterum: A Convolutional Approach for Real-Time Pedestrian Path Prediction. AAAI (2021)
Anjus George, Arun Ravindran, Matías Mendieta, Hamed Tabkhi
Mez: An Adaptive Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge. IEEE Access 9 (2021)
Ce Zheng, Sijie Zhu, Matías Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
3D Human Pose Estimation with Spatial and Temporal Transformers. CoRR (2021)
Ce Zheng, Sijie Zhu, Matías Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
3D Human Pose Estimation with Spatial and Temporal Transformers. ICCV (2021)
Matías Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen
Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning. CoRR (2021)
Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations. CoRR (2021)
Anjus George, Arun Ravindran, Matías Mendieta, Hamed Tabkhi
Mez: A Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge. CoRR (2020)
Sijie Zhu, Taojiannan Yang, Matías Mendieta, Chen Chen
A3D: Adaptive 3D Networks for Video Action Recognition. CoRR (2020)
Matías Mendieta, Hamed Tabkhi
CARPe Posterum: A Convolutional Approach for Real-time Pedestrian Path Prediction. CoRR (2020)
Christopher Neff, Matías Mendieta, Shrey Mohan, Mohammadreza Baharani, Samuel Rogers, Hamed Tabkhi
REVAMP2T: Real-Time Edge Video Analytics for Multicamera Privacy-Aware Pedestrian Tracking. IEEE Internet Things J. 7 (4) (2020)
Christopher Neff, Matías Mendieta, Shrey Mohan, Mohammadreza Baharani, Samuel Rogers, Hamed Tabkhi
T: Real-time Edge Video Analytics for Multi-camera Privacy-aware Pedestrian Tracking. CoRR (2019)