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AI-RoundTable

In AI Roundtable we bring together a community of AI enthusiasts to discuss the latest advancements in the field. Each week, we gather to review and analyze new research papers, sharing our insights and perspectives on the most cutting-edge developments in AI. Our discussions are centered around real-world applications and how these new ideas can be implemented in practical settings. In addition to our discussions, we also provide access to associated code, enabling our viewers to gain a deeper understanding of the algorithms and techniques we explore. Join us on this journey of discovery and exploration, as we push the boundaries of AI together.
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Farzad Roozitalab

AI-RoundTable #22:

Topic: Quantization & Automatic Mixed Precision
Presenter: Hamed Farkhari [Linkedin]
YouTube: [Link]
Slides: [Link]
Code: [Link]
Date: 29 July 2023

AI-RoundTable #21:

Topic: Transformer
Presenter: Nader Naceri [Linkedin]
YouTube: [Link]
Code: [Link]
Date: 23 July 2023

AI-RoundTable #20:

AI-RoundTable #19:

Topic: Whisper - NeMo - Quantization
Presenter: Hamed Farkhari [Linkedin]
YouTube: [Link]
Slides: [Link]
Code: [Link]
whisper_openai_speech2text docker image: [Link]
Date: 08 July 2023

AI-RoundTable #18:

Topic: SINDy and its extentions
Presenter: Ali Forootani [Linkedin]
YouTube: [Link]
Date: 01 July 2023

AI-RoundTable #17:

Topic: Intro to Kubernetes
Presenter: Hamed Farkhari [Linkedin]
YouTube: [Link]
Code: [Link]
Date: 24 June 2023

AI-RoundTable #16:

Topic: FastAPI - Streamlit - Web scraping
Presenter: Mohammad Dadash Zadeh
YouTube: [Link]
Code: [Link]
Documentation: [Streamlit] - [FastAPI]
Date: 18 June 2023

AI-RoundTable #15:

Topic: Intro to Docker - Part 2
Presenters:
Presentation: Hamed Farkhari [Linkedin]
Workshop: Farzad Roozitalab [Linkedin]
Instagram: [Link]
YouTube: [Link - Presentation] - [Link - Workshop ]
Code: [Link - Presentation] - [Link - Workshop]
Date: 03 June 2023

AI-RoundTable #14:

Topic: Intro to Docker - Part 1
Presenter: Hamed Farkhari [Linkedin]
Instagram: [Link]
YouTube: [Link]
Date: 28 May 2023

AI-RoundTable #13:

Topic: Time-series datasets in 6G (Classification and Regression)
Presenter: Nader Naseri joojili [Linkedin]
Instagram: _
YouTube: _
Date: 21 May 2023

AI-RoundTable #12:

Topic: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
Presenter: Farzad Roozitalab [Linkedin]
Paper: FEDformer [Link]
Code: [Original repository]
Instagram: [Link]
YouTube: [Link]
Date: 14 May 2023

AI-RoundTable #11:

Topic: MLflow workshop
Presenter: Farzad Roozitalab [Linkedin]
Presentation: [Link]
Documentation: [Link]
Code: [MLflow]
Instagram: [Link]
YouTube: [Link]
Date: 7 May 2023

AI-RoundTable #10:

Topic: You only look once (YOLO)
Presenters: Mohammad Reza Pirhooshyaran [Linkedin] - Ali Khalili [Linkedin]
Paper: YOLO_v1 [Link] - YOLO_v2 [Link] - YOLO_v3 [Link] - YOLO_v4 [Link]
Code: YOLO_v1 [Link] - YOLO_v2 [Link] - YOLO_v3 [Link] - YOLO_v4 [Link] - YOLO_v5 [Link] - YOLO_v6 [Link] - YOLO_v7 [Link]
Instagram: [Link]
YouTube: [Link]
Date: 30 April 2023

AI-RoundTable #9:

Topic: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting (Informer)
Presenter: Farzad Roozitalab [Linkedin]
Paper: Informer - Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Embeddings [Link]
Code: [Informer] [Additional repository]
Instagram: [Link]
YouTube: _
Date: 22 April 2023

AI-RoundTable #8:

Topic: Few-Shot Learning for Cross-Target Stance Detection by Aggregating Multimodal Embeddings
Presenter: Parisa Jamadi Khiabani [Linkedin]
Paper: Few-Shot Learning for Cross-Target Stance Detection by Aggregating Multimodal Embeddings [Link]
Code: _
Instagram: [Link]
YouTube: [Link]
Date: 16 April 2023

AI-RoundTable #7:

Topic: Multimodal Chain-of-Thought Reasoning in Language Models
Presenter: Farzad Roozitalab [Linkedin]
Paper: Multimodal Chain-of-Thought Reasoning in Language Models [Link]
Code: [Github]
Instagram: [Link]
YouTube: [Link]
Date: 8 April 2023

AI-RoundTable #6:

Topic: End-to-End object detection with transformers (DETR)/GPT4All
Presenter: Farzad Roozitalab [Linkedin]
Paper: End-to-End object detection with transformers [Link]
Code: [Github]
Instagram: [DETR] [GPT4All]
YouTube: [DETR] [GPT4All]
Date: 1 April 2023

AI-RoundTable #5:

Topic: GAN vs VAE vs Diffusion Models/NVIDIA GTC 2023 group discussion
Presenter: Farzad Roozitalab [Linkedin]
Paper: Generative Adversarial Nets [Link]
Code: [Github Link]
Instagram: [GAN vs VAE vs Diffusion Models] [NVIDIA GTC 2023]
YouTube: [GAN vs VAE vs Diffusion Models]
Date: 25 March 2023

AI-RoundTable #4:

Topic: Feature selection using meta heuiristic algorithms in text classification
Presenter: Mohammad javad Aghajani [Linkedin]
Paper: _
Code: _
Instagram: Coming soon
YouTube: _
Date: 11 March 2023

AI-RoundTable #3:

Topic: Structural Deep Clustering Network
Presenter: Alireza Abbasi [Linkedin]
Paper: Structural Deep Clustering Network [Link]
Code: [Github ]
Instagram: Coming soon
YouTube: _
Date: 4 March 2023

AI-RoundTable #2:

Topic: Pre-training of Deep Bidirectional Transformers for Language Understanding (BERT)
Presenter: Alireza Abbasi [Linkedin]
Paper: BERT - Pre-training of Deep Bidirectional Transformers for Language Understanding [BERT]
Code: [HuggingFace ]
Instagram: Coming soon
YouTube: _
Date: 25 Feb 2023

AI-RoundTable #1:

Topic: Attention mechanism
Presenter: Farzad Roozitalab [Linkedin]
Paper: A Hybrid Deep Learning Model With Attention-Based Conv-LSTM Networks for Short-Term Traffic Flow Prediction [Link]
Code: [Github] [Original repository]
Instagram: _
YouTube: _
Date: 18 Feb 2023

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