Ram Sagar
Ram Sagar
327 Articles0 Comments

Contact: ram.sagar@analyticsindiamag.com

What Is Temporal Cycle Consistency & Why Is It Relevant To Computer Vision?

Even with all the knowledge of the real world, it is tricky for humans to identify how far or close the objects in the videos really are. It gets even messier when an algorithm is tasked to scan videos. Moreover,…

Pedro Domingos Recognised For His Contributions In AI With IJCAI John McCarthy Award 

Over a career spanning more than two decades in the field of artificial intelligence, Pedro Domingos, Allen School professor, has made some spectacular contributions, which have had direct implications in the domains of computer vision, machine learning and robotics.  This…

ML Democratisation: What Can We learn From Scale AI’s Rise To Prominence

If one is to list the top 5 challenges of building machine learning models, then the first four would probably contain whinings about lack of clean data. A machine learning model is as good as the data it is fed.…

How Variational Autoencoders Can Flourish In Any Machine Learning Setting

Variational Autoencoders (VAE) came into limelight when they were used to obtain state-of-the-art results in image recognition and reinforcement learning. VAEs consist of encoder and decoder network, the techniques of which are widely used in generative models. Encoders can be…

AI For Greener Good: Solar Panels Too Can Benefit From AI 

  The first demonstration of photovoltaic effect took place in the mid 19th century but it took more than a century for this discovery to come to fruition in the form of solar panels. Solar panels work on the principle…

Is Deep Learning Possible Without Back-propagation?

Back-propagation algorithm in simpler terms can be typified as learning how to ride a bicycle. After a few unfortunate falls, one learns how to avoid the fall.  And every fall teaches how to ride the bike better and not lean…

All The Recent Advancements In Medical AI

Artificial intelligence encompasses a multitude of technologies, including but not limited to analysing and discovering patterns in data. Advances in mathematics, computing power, cloud computing and algorithm design have accelerated the development of methods that can be used to analyse,…

As DeepMind Posts Losses, ‘AI For Social Good’ Takes A Hit

Late last year, DeepMind made a significant breakthrough with AlphaFold. Be it diagnosing fatal diseases or engineering a bacteria to eat up plastic, the knowledge of a protein structure helps tackle problems which were previously thought to be impossible and…

How To Solve The Never-Ending Pursuit Of Perfect Hyperparameters

The goal of hyperparameter exploration is to search across various hyperparameter configurations and find a configuration that results in the best performance. Typically, the hyperparameter exploration process is painstakingly manual, given that the search space is vast and evaluation of…

Is AI Playing God? Deep Learning Algorithms Reconstruct The Brain Of A Fruit Fly 

Researchers from the interdisciplinary fields of computational sciences and neuro sciences usually take the anthropomorphic design approach to mimic human understanding of conceptual foundations. The researchers usually suggest this bottom-up approach to understand intelligent architectures because simple nervous systems(number of…

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