Search Results for author: Mohammad Jafari

Found 5 papers, 0 papers with code

The Power of Few: Accelerating and Enhancing Data Reweighting with Coreset Selection

no code implementations18 Mar 2024 Mohammad Jafari, Yimeng Zhang, Yihua Zhang, Sijia Liu

As machine learning tasks continue to evolve, the trend has been to gather larger datasets and train increasingly larger models.

Computational Efficiency

HealNet -- Self-Supervised Acute Wound Heal-Stage Classification

no code implementations21 Jun 2022 Héctor Carrión, Mohammad Jafari, Hsin-Ya Yang, Roslyn Rivkah Isseroff, Marco Rolandi, Marcella Gomez, Narges Norouzi

Identifying, tracking, and predicting wound heal-stage progression is a fundamental task towards proper diagnosis, effective treatment, facilitating healing, and reducing pain.

Classification Self-Supervised Learning

Reciprocal Landmark Detection and Tracking with Extremely Few Annotations

no code implementations CVPR 2021 Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad Jafari, Purang Abolmaesumi, Teresa Tsang

The model is trained using few annotated frames across the entire cardiac cine sequence to generate consistent detection and tracking of landmarks, and an adversarial training for the model is proposed to take advantage of these annotated frames.

Adaptive Intelligent Secondary Control of Microgrids Using a Biologically-Inspired Reinforcement Learning

no code implementations2 May 2019 Mohammad Jafari, Vahid Sarfi, Amir Ghasemkhani, Hanif Livani, Lei Yang, Hao Xu

In this paper, a biologically-inspired adaptive intelligent secondary controller is developed for microgrids to tackle system dynamics uncertainties, faults, and/or disturbances.

reinforcement-learning Reinforcement Learning (RL)

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