DataFest Yerevan 2022

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DataFest is a one-of-a-kind machine learning conference bringing together a community of 600+ industry specialists and 30+ speakers on machine learning, data science, data engineering, and MLOps, and will include both applied and research talks.
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DataFest Yerevan 2022 0:04:19

DataFest Yerevan 2022

3M: Prospects and 0:55:13

3M: Prospects and Challenges with Multi-Modal Models

Robustness in Deep 0:53:59

Robustness in Deep Learning: From Adversarial Attacks to Certifiable Robustness

Training and evaluating 0:53:33

Training and evaluating large-scale language models: the case of Armenian

Building Self Service 0:27:33

Building Self Service inside Data Engineering

An Overview of 0:27:59

An Overview of Reinforcement Learning for Electronic Design Automation

The journey of 0:57:18

The journey of scaling the advanced analytics environment for data exploration

Gevorg Soghomonyan - 0:27:34

Gevorg Soghomonyan - The Structure and Interpretation of ML Metadata | PyData Yerevan 2022

Hardware for Deep 1:03:46

Hardware for Deep Learning

Imagination supervised Machines 1:06:48

Imagination supervised Machines that can See, Create, Drive, and Feel

Drug Discovery: ML 0:28:55

Drug Discovery: ML + Physics

TAO Toolkit. A 0:55:27

TAO Toolkit. A dive into how GPU acceleration works for Deep Learning and into its optimization

Visual Search at 0:34:42

Visual Search at eBay

How and why 0:25:05

How and why we update models 100s of times a day

Data-driven decision making 1:00:16

Data-driven decision making

Towards high-resolution reconstructions 1:00:10

Towards high-resolution reconstructions of the world

Semi-supervised object detection 0:10:58

Semi-supervised object detection

Craft amazing Machine 0:25:43

Craft amazing Machine Learning demos

Deep Visual Reasoning 0:52:09

Deep Visual Reasoning with Optimization-based Network Modules

Retrieval-Oriented Learning 0:37:44

Retrieval-Oriented Learning

Application of dynamic 0:29:20

Application of dynamic model optimization on high volume financial lead management system

Building high-performance data 0:34:07

Building high-performance data teams

How did we 0:32:51

How did we build a world-class on-device automatic speech recognition system?

Robust Visual Recognition 0:56:51

Robust Visual Recognition by Test-Time Adaptation