Matías Mendieta

31 papers A* 8A 1B 1Journal 19Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models. WACV Matías Mendieta, Guangyu Sun, Chen Chen
2024	B	`conf`	Exploring Parameter-Efficient Fine-Tuning to Enable Foundation Models in Federated Learning. IEEE Big Data Guangyu Sun, Umar Khalid, Matías Mendieta, Pu Wang, Chen Chen
2024	J	`jnl`	Navigating Heterogeneity and Privacy in One-Shot Federated Learning with Diffusion Models. CoRR Matías Mendieta, Guangyu Sun, Chen Chen
2024	—	`conf`	Towards Multi-modal Transformers in Federated Learning. ECCV (15) Guangyu Sun, Matías Mendieta, Aritra Dutta, Xin Li, Chen Chen
2024	J	`jnl`	Towards Multi-modal Transformers in Federated Learning. CoRR Guangyu Sun, Matías Mendieta, Aritra Dutta, Xin Li, Chen Chen
2023	A*	`conf`	FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER. CVPR Ce Zheng, Matías Mendieta, Taojiannan Yang, Guo-Jun Qi, Chen Chen
2023	A*	`conf`	FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning. ICCV Guangyu Sun, Matías Mendieta, Jun Luo, Shandong Wu, Chen Chen
2023	J	`jnl`	FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning. CoRR Guangyu Sun, Matías Mendieta, Jun Luo, Shandong Wu, Chen Chen
2023	J	`jnl`	GFM: Building Geospatial Foundation Models via Continual Pretraining. CoRR Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen, Mu Li
2023	J	`jnl`	MutualNet: Adaptive ConvNet via Mutual Learning From Different Model Configurations. IEEE Trans. Pattern Anal. Mach. Intell. Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
2023	A*	`conf`	PGFed: Personalize Each Client's Global Objective for Federated Learning. ICCV Jun Luo, Matías Mendieta, Chen Chen, Shandong Wu
2023	—	`conf`	POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition. ICCV (Workshops) Ce Zheng, Matías Mendieta, Chen Chen
2023	A*	`conf`	Towards Geospatial Foundation Models via Continual Pretraining. ICCV Matías Mendieta, Boran Han, Xingjian Shi, Yi Zhu, Chen Chen
2022	A*	`conf`	A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose. ACM Multimedia Ce Zheng, Matías Mendieta, Pu Wang, Aidong Lu, Chen Chen
2022	J	`jnl`	Exploring Parameter-Efficient Fine-tuning for Improving Communication Efficiency in Federated Learning. CoRR Guangyu Sun, Matías Mendieta, Taojiannan Yang, Chen Chen
2022	J	`jnl`	HeatER: An Efficient and Unified Network for Human Reconstruction via Heatmap-based TransformER. CoRR Ce Zheng, Matías Mendieta, Taojiannan Yang, Chen Chen
2022	A*	`conf`	Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning. CVPR Matías Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen
2022	J	`jnl`	PGFed: Personalize Each Client's Global Objective for Federated Learning. CoRR Jun Luo, Matías Mendieta, Chen Chen, Shandong Wu
2022	J	`jnl`	POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition. CoRR Ce Zheng, Matías Mendieta, Chen Chen
2021	A*	`conf`	3D Human Pose Estimation with Spatial and Temporal Transformers. ICCV Ce Zheng, Sijie Zhu, Matías Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
2021	J	`jnl`	3D Human Pose Estimation with Spatial and Temporal Transformers. CoRR Ce Zheng, Sijie Zhu, Matías Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding
2021	J	`jnl`	A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose. CoRR Ce Zheng, Matías Mendieta, Pu Wang, Aidong Lu, Chen Chen
2021	A*	`conf`	CARPe Posterum: A Convolutional Approach for Real-Time Pedestrian Path Prediction. AAAI Matías Mendieta, Hamed Tabkhi
2021	J	`jnl`	Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning. CoRR Matías Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen
2021	J	`jnl`	Mez: An Adaptive Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge. IEEE Access Anjus George, Arun Ravindran, Matías Mendieta, Hamed Tabkhi
2021	J	`jnl`	MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations. CoRR Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
2020	J	`jnl`	A3D: Adaptive 3D Networks for Video Action Recognition. CoRR Sijie Zhu, Taojiannan Yang, Matías Mendieta, Chen Chen
2020	J	`jnl`	CARPe Posterum: A Convolutional Approach for Real-time Pedestrian Path Prediction. CoRR Matías Mendieta, Hamed Tabkhi
2020	J	`jnl`	Mez: A Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge. CoRR Anjus George, Arun Ravindran, Matías Mendieta, Hamed Tabkhi
2020	J	`jnl`	REVAMP2T: Real-Time Edge Video Analytics for Multicamera Privacy-Aware Pedestrian Tracking. IEEE Internet Things J. Christopher Neff, Matías Mendieta, Shrey Mohan, Mohammadreza Baharani, Samuel Rogers, Hamed Tabkhi
2019	J	`jnl`	REVAMP CoRR Christopher Neff, Matías Mendieta, Shrey Mohan, Mohammadreza Baharani, Samuel Rogers, Hamed Tabkhi