Ramin Toosi

Ramin Toosi

Machine Learning Engineer

Posts by Collection

education

projects

Real-Time Face Search in Video [Read More]

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Human Pose Estimation and Motion Capture [Read More]

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Movie Genre Detection [Read More]

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YouTube Downloader [Read More]

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Twitter Job Title Prediction [Read More]

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Video Content Creation and Curation [Read More]

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Robust Offline Spike Sorter (ROSS) [Read More]

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Mousi — Mouse Tracking and Behavioural Analysis [Read More]

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Cage Camera for Rodent Behavioural Monitoring [Read More]

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Brain-Inspired Spatial-Frequency-Aware Networks [Read More]

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Weak Supervision with Snorkel [Read More]

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K-Means Clustering in Rust [Read More]

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Retrieval-Augmented Generation for LLM Systems [Read More]

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CNN Training & Inference in Rust [Read More]

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Model Optimization: Quantization and Pruning [Read More]

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Llama Chatbot in Rust (llama.cpp) [Read More]

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Diffusion Models from Scratch [Read More]

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Deep Learning for MRI Reconstruction [Read More]

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Spatial Frequency Representation in the Inferior Temporal Cortex [Read More]

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Fine-Tuning LLaMA 3.2-Vision for Product Descriptions [Read More]

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Multimodal Book Genre Prediction [Read More]

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Persian Speech Recognition with Whisper [Read More]

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Regex Engine & grep-Style Search (Rust) [Read More]

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publications

Improved ensemble growing method for steganalysis of digital media [Read More]

Ramin Toosi, Sadaf Salehkalaibar, Mohammad Ali Akhaee, Multimedia Tools and Applications, 2018 [Link]

Robust image watermarking using sample area quantization [Read More]

Ramin Toosi, Mohammadreza Sadeghi, Mohammad Ali Akhaee, Multimedia Tools and Applications, 2019 [Link]

Blind gain invariant image watermarking using random projection approach [Read More]

Mohammadreza Sadeghi, Ramin Toosi, Mohammad Ali Akhaee, Signal Processing, 2019 [Link]

Time–frequency analysis of keystroke dynamics for user authentication [Read More]

Ramin Toosi, Mohammad Ali Akhaee, Future Generation Computer Systems, 2021 [Link]

Soccer Event Detection Using Deep Learning [Read More]

Ali Karimi, Ramin Toosi, Mohammad Ali Akhaee, arXiv, 2021 [Link]

Fast and Temporal Consistent Video Style Transfer [Read More]

Ali Abbasi, Ramin Toosi, Mohammad Ali Akhaee, International Conference on Pattern Recognition and Image Analysis (IPRIA), 2021 [Link]

An automatic spike sorting algorithm based on adaptive spike detection and a mixture of skew-t distributions [Read More]

Ramin Toosi, Mohammad Ali Akhaee, Mohammad-Reza A Dehaqani, Scientific Reports, 2021 [Link] [PDF] [Code]

Optimum Group Pixel Matching Strategies for Image Steganography [Read More]

Alireza Shahanaghi, Mohammad Ali Akhaee, Saeed Sarreshtedari, Ramin Toosi, International ISC Conference on Information Security and Cryptology (ISCISC), 2021 [Link] [PDF]

The impact of spatial frequency on hierarchical category representation in macaque temporal cortex [Read More]

Esmaeil Farhang, Ramin Toosi, Behnam Karami, Roxana Koushki, Ehsan Rezayat, Farideh Shakerian, Jalaledin Noroozi, Mohammad-Reza A Dehaqani, Nature Communications Biology, 2021 [Link] [PDF]

Listening to Sounds of Silence for Audio replay attack detection [Read More]

Mohammad Hajipour, Mohammad Ali Akhaee, Ramin Toosi, International Conference on Signal Processing and Intelligent Systems (ICSPIS), 2021 [Link]

Job Title Prediction from Tweets Using Word Embedding and Deep Neural Networks [Read More]

Shayan Vassef, Ramin Toosi, Mohammad Ali Akhaee, International Conference on Electrical Engineering (ICEE), 2022 [Link] [Code]

Multinomial Emoji Prediction Using Deep Bidirectional Transformers and Topic Modeling [Read More]

Zahra Ebrahimian, Ramin Toosi, Mohammad Ali Akhaee, International Conference on Electrical Engineering (ICEE), 2022 [Link]

An open-set framework for underwater image classification using autoencoders [Read More]

Azim Akhtarshenas, Ramin Toosi, SN Applied Sciences, 2022 [Link] [PDF]

Multimodal movie genre classification using recurrent neural network [Read More]

Tina Behrouzi, Ramin Toosi, Mohammad Ali Akhaee, Multimedia Tools and Applications, 2022 [Link] [PDF] [Code]

Fast and accurate spectral clustering via augmented Lagrangian [Read More]

Ramin Toosi, Mohammadreza Sadeghi, Hossein B Yazdi, Mohammad Ali Akhaee, Journal of Computational Science, 2022 [Link]

Brain-inspired feedback for spatial frequency aware artificial networks [Read More]

Ramin Toosi, Mohammad Ali Akhaee, Mohammad-Reza A Dehaqani, 2022 56th Asilomar Conference on Signals, Systems, and Computers, 2022 [Link]

Automated Person Identification from Hand Images using Hierarchical Vision Transformer Network [Read More]

Zahra Ebrahimian, Seyed Ali Mirsharji, Ramin Toosi, Mohammad Ali Akhaee, International Conference on Computer and Knowledge Engineering (ICCKE), 2022 [Link]

Soccer Video Event Detection Using Metric Learning [Read More]

Ali Karimi, Ramin Toosi, Mohammad Ali Akhaee, International Conference on Computer and Knowledge Engineering (ICCKE), 2022 [Link]

Hate Sentiment Recognition System For Persian Language [Read More]

Pegah Shams Jey, Arash Hemmati, Ramin Toosi, Mohammad Ali Akhaee, International Conference on Computer and Knowledge Engineering (ICCKE), 2022 [Link]

Bilingual COVID-19 Fake News Detection Based on LDA Topic Modeling and BERT Transformer [Read More]

Pouria Omrani, Zahra Ebrahimian, Ramin Toosi, Mohammad Ali Akhaee, 2023 6th International Conference on Pattern Recognition and Image Analysis (IPRIA), 2023 [Link]

Persian Ezafeh Recognition using Transformer-Based Models [Read More]

Ali Ansari, Zahra Ebrahimian, Ramin Toosi, Mohammad Ali Akhaee, 2023 9th International Conference on Web Research (ICWR), 2023 [Link] [PDF]

Farsi CAPTCHA Recognition Using Attention-Based Convolutional Neural Network [Read More]

Matine Hajyan, Alireza Hosseni, Ramin Toosi, Mohammad Ali Akhaee, 2023 9th International Conference on Web Research (ICWR), 2023 [Link]

Face manifold: manifold learning for synthetic face generation [Read More]

Kimia Dinashi, Ramin Toosi, Mohammad Ali Akhaee, Multimedia Tools and Applications, 2023 [Link] [Code]

Hybrid Retrieval-Augmented Generation Approach for LLMs Query Response Enhancement [Read More]

Pouria Omrani, Alireza Hosseini, Kiana Hooshanfar, Zahra Ebrahimian, Ramin Toosi, Mohammad Ali Akhaee, 2024 10th International Conference on Web Research (ICWR), 2024 [Link]

Gender Recognition Based on Hand Images Employing Local and Global Shape Information [Read More]

Kiavash Jamshidi, Ramin Toosi, Mohammad Ali Akhaee, Computer, 2024 [Link]

CNN Autoencoder Resizer: A Power-Efficient LoS/NLoS Detector in MIMO-Enabled UAV Networks [Read More]

Azim Akhtarshenas, Navid Ayoobi, David Lopez-Perez, Ramin Toosi, Matin Amoozadeh, 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2024 [Link]

Knowledge Graph Based Retrieval-Augmented Generation for Multi-Hop Question Answering Enhancement [Read More]

Mahdi Amiri Shavaki, Pouria Omrani, Ramin Toosi, Mohammad Ali Akhaee, 2024 15th International Conference on Information and Knowledge Technology (IKT), 2024 [Link] [Code]

A Multi-Task Framework Using Mamba for Identity, Age, and Gender Classification from Hand Images [Read More]

Amirabbas Rezasoltani, Alireza Hosseini, Ramin Toosi, Mohammad Ali Akhaee, 2024 15th International Conference on Information and Knowledge Technology (IKT), 2024 [Link]

Microsaccade Selectivity as Discriminative Feature for Object Decoding [Read More]

Salar Nouri, Amirali Soltnai Tehrani, Niloufar Faridani, Ramin Toosi, Mohammad-Reza A Dehaqani, iScience, 2025 [Link] [PDF]

Few Shot Comic Character Re-identification [Read More]

Mahdi Kanani, Ramin Toosi, Under Review, 2025 [Link]

Judge a Book by its Cover: A Multimodal Approach to Book Genre Prediction [Read More]

Reza Toosi, Alireza Hosseini, Ramin Toosi, Mohammad Ali Akhaee, 2025 11th International Conference on Web Research (ICWR), 2025 [Link]

Brand Visibility in Packaging: A Deep Learning Approach for Logo Detection, Saliency-Map Prediction, and Logo Placement Analysis [Read More]

Alireza Hosseini, Kiana Hooshanfar, Pouria Omrani, Reza Toosi, Ramin Toosi, Zahra Ebrahimian, Mohammad Ali Akhaee, Discover Applied Sciences, 2025 [Link] [Code]

Unlocking Book Genre from Covers: A Multimodal Approach to Book Genre Prediction [Read More]

Reza Toosi, Alireza Hosseini, Ramin Toosi, Mohammad Ali Akhaee, International Journal of Web Research, 2025 [Link] [PDF]

Efficient Malicious UAV Detection Using Autoencoder-TSMamba Integration [Read More]

Azim Akhtarshenas, Ramin Toosi, David López-Pérez, Tohid Alizadeh, Alireza Hosseini, Iberian Conference on Pattern Recognition and Image Analysis, 2025 [Link]

The Spatial Frequency Representation Predicts Category Coding in the Inferior Temporal Cortex [Read More]

Ramin Toosi, Behnam Karami, Roxana Koushki, Farideh Shakerian, Jalaledin Noroozi, Ehsan Rezayat, Abdol-Hossein Vahabie, Mohammad Ali Akhaee, Mohammad-Reza A. Dehaqani, eLife, 2025 [Link]

A Comprehensive Mathematical and Applied Survey of Reinforcement Learning Algorithms [Read More]

Azim Akhtarshenas, Seyyed Hossein Mostafavi Tehrani, Ramin Toosi, Tohid Alizadeh, Mario Rico-Ibañez, Under Review, 2026 [Link]

Deep Gesture Recognition under Data Loss [Read More]

Amin Kajbaf, Ehsan Yazdian, Mohammad Ali Akhaee, Ramin Toosi, Saeed Gazor, IEEE Sensors Journal, 2026 [Link] [Code]

End-to-End Motion-Robust Gesture Recognition from Raw FMCW Data [Read More]

Amin Kajbaf, Ehsan Yazdian, Mohammad Ali Akhaee, Ramin Toosi, Saeed Gazor, Under Review, 2026 [Link] [Code]

Deep Multi-Task Locomotion-Invariant Gesture Recognition with FMCW Radar [Read More]

Amin Kajbaf, Ehsan Yazdian, Mohammad Ali Akhaee, Ramin Toosi, Saeed Gazor, Under Review, 2026 [Link] [Code]

skills