1
1
49
Search
Medical imaging AI is hitting diminishing returns on model complexity. EfficientNetB0 + smart preprocessing beats bloated models 9/10 times. Stop chasing parameters, start perfecting your data pipeline. #MachineLearning #DataScience #DeepLearning
5
Decoding Protein–Membrane Binding Interfaces from Surface-Fingerprint-Based Geometric Deep Learning and Molecular Dynamics Simulations #DeepLearning #MolecularDynamics
pubs.acs.org/doi/10.1021/ac…
@VanLehnGroup
#JCIM Vol66 Issue4 #compchem
Decoding Protein–Membrane Binding Interfaces from Surface-Fingerprint-Based Geometric Deep Learning...
Predicting protein–membrane interactions is a formidable challenge due to the subtle physicochemical features that distinguish membrane-binding regions of a protein surface as well as the scarcity of...
From pubs.acs.org 3
8
184
8
Reasoning models struggle to control their chains of thought, and that’s good buff.ly/5zkGrQO
#AI #MachineLearning #DeepLearning #LLMs #DataScience
1
1
164
MIT's VibeGen AI Designs Proteins By Their Motion, Unlocking New Era In Medicine And Materials Science #AI #DeepLearning #HealthTech #GenAI #Manufacturing news.mit.edu/2026/mit-engin…
MIT engineers design proteins by their motion, not just their shape
VibeGen is a new generative AI model that designs proteins with dynamic vibration and movement. The model, developed at MIT, opens new possibilities for dynamic biomaterials and adaptive therapeutics.
From news.mit.edu 12
A self-supervised text-vision framework that can accurately detect clinically relevant brain MRI abnormalities without expert-labelled training data doi.org/10.1148/ryai.2… @KingsCollegeLon #brain #DeepLearning #AI
1
117
The Sigmoid function is the most famous equation in Machine Learning. It is also the reason your model stops learning.
Today @rohit_negi9 showed us the mathematical trap inside Binary Classification:
#deeplearning
#machinelearning
1
2
5
94
Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition
#ai #sciencenews #DeepLearning #artificial_intelligence #Article #Review
paperium.net/article/en/340…
Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition: Analysis, Review...
In this work we present a framework for the recognition of natural scene text. Our framework does not require any human-labelled data, and performs word recognition on the whole image holistically,...
From paperium.netNew Agent Evaluation Checklist Outlines Five-Phase Framework for Building Reliable AI Systems #AI #MachineLearning #DeepLearning #DataAnalytics blog.langchain.com/agent-evaluati…
1
18
Binary classification uses the Sigmoid Function to map values into probabilities (0–1).
Perfect for problems like spam detection, disease prediction, and yes/no decisions.
Small math, powerful decisions 📊
#DeepLearning #AI #BinaryClassification @CoderArmy @rohit_negi9g
1
2
4
106
Visualising AI spending: How does it compare with history’s mega projects? buff.ly/k1aOdVD
#AI #MachineLearning #DeepLearning #LLMs #DataScience
128
neurons on fire, code conspiracies unraveling anyone else's morning like this? #deeplearning #algorithmicadventures
The constant warning by the God Father of #DeepLearning @geoffreyhinton is very serious not because it is AI which is dangreous it is because this new technology is build by Humans this is the dangreous. When humans last time build this world changing technology the first thing we did was dropping Thermo-Nuclear weapons on Hiroshima and Nagasaki. we build more extinction weapons.. if we see humans history we can clearly see whenever humans develop new technology the first thing we develop is weapons to kills each other. And now we are developing probably the most advanced Technology and probably most advancded than human beings themselves. We can clearly see how Pentagon is using these AI in warfares and training them on our war data... it would not be shocking if after some years AI would decide we are dumb species and we needs to go.. and it would not be AI problem it would be humans problem.. and apparently this cannot be stopped now it is out of hands now. Good Luck Humanity.
1
1
9
Download 674-page PDF >> Introduction to Machine Learning (textbook on foundations, algorithms, and techniques): arxiv.org/abs/2409.02668
————
#MachineLearning #ML #DeepLearning #AI #Mathematics #DataScience #DataScientist
23
150
5.8K
It introduced the idea that machines can learn from data, adjusting weights through error correction — the same principle that scales into today’s deep neural networks.
@PerceptronNTWK #AI #MachineLearning #DeepLearning #NeuralNetworks #Perceptron
5
Neural networks without activation functions are just linear models.
Watch full video here: youtu.be/slp222E_0d4
#AI #MachineLearning #DeepLearning
15
Shipping containers at a dockyard controlled from a desk, in China. Visit tinyurl.com/ja-AI-STEM-cha… #ilovePhysics #Deeplearning #machinelearning #ArtificialIntelligence #Robotics #jamaica #Jamaican
4