Timisoara Deep Learning Meetup
This is a group for anyone interested in deep learning algorithms. We're trying to create a community so that sharing knowledge and passion for deep learning is possible.
If you want to attend our meetups, please sign up here.
- Meetup page: link
- Facebook group: link
- Team: Robert Maria (email), Virgil Petcu (email), Vlad-Adrian Ilie (email), Claudiu Leoveanu (email)
| M# | Date | Venue | Topic | Resources | Meetup.com | Recording |
|---|---|---|---|---|---|---|
| M40 | 2022-03-16 | Zoom | Scientific Machine Learning | content | link | link |
| M39 | 2021-09-23 | Zoom | An Introduction to Quantum Computing and Applied Learning | content | link | link |
| M38 | 2021-07-21 | Zoom | Accelerating model retraining using coresets & Scoliosis X-ray analysis using DL | content | link | link |
| M37 | 2021-07-07 | Zoom | Introduction to Graph Neural Networks | content | link | link |
| M36 | 2021-04-15 | Zoom | Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks | content | link | link |
| M35 | 2020-12-15 | Zoom | NeurIPS meetup #2: Beyond Backpropagation | link | link | |
| M34 | 2020-12-10 | Zoom | NeurIPS meetup #1: Representation/Relational Learning | link | link | |
| M33 | 2020-11-20 | Zoom | Estimating causal effects using NADEs | content | link | link |
| M32 | 2020-11-05 | Zoom | Autoencoders and Variational Autoencoders | content | link | link |
| M31 | 2020-09-24 | Zoom | Introduction to Deep Generative Models | content | link | link |
| M30 | 2020-06-25 | Zoom | Deploying your neural network in the cloud. How to scale your model. | content | link | |
| M29 | 2020-05-29 | Zoom | Natural Language Processing: from word embeddings to transformers | content | link | |
| M28 | 2020-04-21 | Zoom | Visualization and Understanding of DNNs | content | link | |
| M27 | 2020-03-06 | Devplant Cowork | Towards an Argument Search Engine for the Web | content | link | |
| M26 | 2019-12-15 | Devplant Cowork | NeurIPS Workshop: Bayesian Deep Learning | content | link | |
| M25 | 2019-12-13 | Devplant Cowork | NeurIPS Tutorial: Deep Learning with Bayesian Principles | content | link | |
| M24 | 2019-12-12 | Devplant Cowork | NeurIPS Tutorial: Machine Learning for Computational Biology and Health | content | link | |
| M23 | 2019-12-11 | Devplant Cowork | NeurIPS Tutorial: Efficient Processing of Deep Neural Network | content | link | |
| M22 | 2019-09-07 | Ambasada | Machine Learning Applications in Healthcare | content | link | |
| M21 | 2019-05-27 | Cowork - The Garden | Introduction to Adversarial Robustness | content | link | |
| M20 | 2019-03-20 | Cowork - The Garden | Extreme Gradient Boosting & Creating your Recommender System using Embeddings | content | link | |
| M19 | 2019-02-23 | Amfiteatrul D1 Electro | Timisoara Machine Learning Workshop | content event page | link | |
| M18 | 2019-01-22 | Devplant Cowork | OpenVINO & Neural Compute Stick 2 | content | link | |
| M17 | 2018-11-28 | Ness HQ, UBC 2 | YOLO: an algorithm for fast object detection | content | link | |
| M16 | 2018-10-13 | Startup Hub | Joint Face Detection and Alignment using Multi-task Cascaded CNNs | content | link | |
| M15 | 2018-10-10 | Cowork - Tineretului | fast.ai Live - Practical Deep Learning For Coders | content | link | |
| M14 | 2018-09-14 | Startup Hub | Meetup with Corina Gurau from Oxford Robotics Institute | content | link | |
| M13 | 2018-09-08 | Startup Hub | Building a CNN using IBM Watson | content | link | |
| M12 | 2018-06-21 | Startup Hub | "Zoom in, enhance!" in real-life : super-resolution with deep learning | content | link | |
| M11 | 2018-06-02 | Startup Hub | Hands on Deep Learning: from the first classifier to neural style transfer (III) | content | link | |
| M10 | 2018-03-17 | Startup Hub | Hands on Deep Learning: from the first classifier to neural style transfer (II) | content | link | |
| M09 | 2018-03-03 | Startup Hub | Hands on Deep Learning: from the first classifier to neural style transfer | content | link | |
| M08 | 2018-02-01 | Cowork - Tineretului | Long short-term memory Networks (LSTMs) | content | link | |
| M07 | 2018-01-25 | Cowork - Tineretului | Conditional GANs and Project Magenta | content | link | |
| M06 | 2017-12-21 | Cowork - Tineretului | Presentation of Generative Adversarial Networks (GANs) | content | link | |
| M05 | 2017-12-07 | Cowork - Tineretului | YOLO algorithm for object detection | content | link | |
| M04 | 2017-10-05 | Cowork - Tineretului | Faster R-CNN | content | link | |
| M03 | 2017-07-13 | Cowork - Tineretului | Fast R-CNN | content | link | |
| M02 | 2017-05-12 | Cowork - Tineretului | Convolutional Neural Networks for Image Classification | content | link | |
| M01 | 2017-03-09 | Ambasada | Let's get to know each other | content | link |
| Date | M# | Speaker | Topic | Slides |
|---|---|---|---|---|
| 2022-03-16 | M40 | Bogdan Burlacu | Scientific Machine Learning | |
| 2021-09-23 | M39 | Patrick Hynds, Ciprian Jichici | An Introduction to Quantum Computing and Applied Learning | |
| 2021-07-21 | M38 | Eitan Netzer, Dacian Stroia & Alexandru Iliescu | Accelerating model retraining using coresets & Scoliosis X-ray analysis using DL | |
| 2021-07-07 | M37 | Iulia Duta & Andrei Nicolicioiu | Introduction to Graph Neural Networks | |
| 2021-04-15 | M36 | Andrei Hera | Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks | |
| 2020-12-15 | M35 | Organizers | NeurIPS meetup #2: Beyond Backpropagation | |
| 2020-12-10 | M34 | Organizers | NeurIPS meetup #1: Representation/Relational learning | |
| 2020-11-20 | M33 | Sergio Garrido | Estimating causal effects using NADEs | |
| 2020-11-05 | M32 | Robert Maria & Titus Nicolae | Autoencoders and Variational Autoencoders | |
| 2020-09-24 | M31 | Robert Maria | Introduction to Deep Generative Models | |
| 2020-06-25 | M30 | Claudiu Vintilă | Deploying your neural network in the cloud. How to scale your model. | |
| 2020-05-29 | M29 | Laurence Jennings | Natural Language Processing: from word embeddings to transformers | |
| 2020-04-21 | M28 | Vinkle Srivastav | Visualization and Understanding of DNNs | |
| 2020-03-06 | M27 | Henning Wachsmuth | Towards an Argument Search Engine for the Web | |
| 2019-12-15 | M26 | Kristian Miok | Bayesian Neural Networks for Hate Speech Detection | |
| 2019-12-12 | M24 | Felix Aurel Mic | The analysis of glycemia datasets in diabetes | |
| 2019-12-11 | M23 | Ana Maria Popescu & Vasile Toma | A compute-efficient SoC for Edge AI | |
| 2019-09-07 | M22 | Ruxandra Stoean | Deep learning: a practical solution for real-world cases in medicine? | |
| 2019-09-07 | M22 | Radu Moldovan | Making ML simple, portable and scalable | |
| 2019-09-07 | M22 | René Donner | Medical Image Retrieval | |
| 2019-05-29 | M21 | Sorin Ţîrc | Introduction to Adversarial Robustness | link |
| 2019-03-20 | M20 | Alex Petenchea | Extreme Gradient Boosting | code |
| 2019-03-20 | M20 | Tudor Ştefan | How to create your Recommender System using Embeddings | code |
| 2019-02-23 | M19 | Razvan Pascanu | Overview of Deep Learning | |
| 2019-02-23 | M19 | Lucian Busoniu | Overview of Reinforcement Learning | |
| 2019-02-23 | M19 | Piotr Mirowski | Learning to navigate | |
| 2019-02-23 | M19 | Elena Burceanu | Video semantic segmentation | |
| 2019-02-23 | M19 | Jeff Donahue | Generative Adversarial Networks | |
| 2019-02-23 | M19 | Viorica Patraucean | Hands-on tutorial on deep convnets (Colorization) | pdf code |
| 2019-01-22 | M18 | Titus Nicolae | OpenVINO & Neural Compute Stick 2 | |
| 2018-11-28 | M17 | Codrin-Andrei Rîpă | YOLO: an algorithm for fast object detection | |
| 2018-10-13 | M16 | Robert Maria | Joint Face Detection and Alignment using Multi-task Cascaded CNNs | code |
| 2018-10-10 | M15 | Virgil Petcu | fast.ai Live - Practical Deep Learning For Coders | |
| 2018-09-14 | M14 | Corina Gurău | Informal discussion about Corina's PhD work at Oxford | |
| 2018-09-08 | M13 | Alin Dobre | Building a CNN using IBM Watson | docx |
| 2018-06-21 | M12 | Virgil Petcu | "Zoom in, enhance!" in real-life : super-resolution with deep learning | code |
| 2018-06-02 | M11 | Robert Maria | Hands on Deep Learning: from the first classifier to neural style transfer (III) | code |
| 2018-03-17 | M10 | Robert Maria | Hands on Deep Learning: from the first classifier to neural style transfer (II) | code |
| 2018-03-03 | M09 | Robert Maria | Hands on Deep Learning: from the first classifier to neural style transfer | code |
| 2018-02-01 | M08 | Victor Adăscăliței | Long short-term memory Networks (LSTMs) | pdf code |
| 2018-01-25 | M07 | Victor Adăscăliței | Conditional GANs and Project Magenta | pdf1 pdf2 |
| 2017-12-21 | M06 | Victor Adăscăliței | Presentation of Generative Adversarial Networks (GANs) | |
| 2017-12-07 | M05 | Robert Maria | YOLO algorithm for object detection | |
| 2017-10-05 | M04 | Robert Maria | Faster R-CNN | |
| 2017-07-13 | M03 | Robert Maria | Fast R-CNN | |
| 2017-05-02 | M02 | Robert Maria | Convolutional Neural Networks for Image Classification | |
| 2017-03-09 | M01 | Beer | Let's get to know each other |