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Deep Learning

This tag is for discussing, sharing articles, and asking questions primarily on deep learning - a subfield of machine learning.

about #deeplearning

Conventional machine learning techniques are limited in their ability to automatically transform the raw unstructured data into a suitable internal representation. Deep learning methods are representation learning methods with multiple levels of representation, obtained by composing several simple but non-linear modules that each transform the representation at one level (starting with the raw input) into a representation at a higher, slightly more abstract level - to put it simply - Neural Networks. With the composition of enough such transformations, very complex functions can be learned - a universal approximator.
If you want to share something primarily on deep learning techniques please use #deeplearning tag.

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Arvind SundaraRajan

Nov 5 '25

Unlocking AI Vision with the Wisdom of Cats: Building Generalizable Models

#machinelearning #computervision #ai #deeplearning

2 min read

Sep 30 '25

Sparse Models and the Efficiency Revolution in AI

#deeplearning #performance #ai #architecture

2 min read

Cover image for Deepfakes Are on the Rise: How Worried Should We Be?

GuardingPearSoftware

Nov 3 '25

Deepfakes Are on the Rise: How Worried Should We Be?

#discuss #cybersecurity #deeplearning #ai

6 min read

Nov 2 '25

Deep Integration and the Convergence of Model Architecture and Hardware in AI

#systemdesign #ai #deeplearning #architecture

3 min read

Arvind SundaraRajan

Nov 2 '25

Unlocking AI Potential: Squeezing Giant Models into Tiny Spaces

#machinelearning #deeplearning #ai #optimization

2 min read

Sep 29 '25

Sparse Models and the Future of Efficient AI

#deeplearning #performance #architecture #ai

2 min read

Arvind SundaraRajan

Nov 2 '25

Unlock Autonomy: Next-Gen LLMs Learn to Decode Themselves by Arvind Sundararajan

#ai #nlp #machinelearning #deeplearning

2 min read

Cover image for ESRGAN to boost image resolution

Sep 29 '25

ESRGAN to boost image resolution

#ai #deeplearning #tutorial

3 min read

cz

Nov 1 '25

2025 ChronoEdit: A Complete Guide to Time-Reasoning-Based Image Editing and World Simulation

#news #deeplearning #opensource #ai

9 min read

Arvind SundaraRajan

Oct 31 '25

Gradient GPS: Turbocharge Your Diffusion Models with Targeted Tuning

#machinelearning #ai #deeplearning #generativeai

2 min read

Arvind SundaraRajan

Oct 31 '25

Beyond the Black Box: Making LLM Decoding Truly End-to-End

#ai #nlp #machinelearning #deeplearning

2 min read

Arvind SundaraRajan

Oct 30 '25

Squeezing Every Last Flop: The INT vs. FP Showdown for AI Dominance

#machinelearning #deeplearning #optimization #ai

2 min read

Oct 31 '25

Resonant Convergence Analysis (RCA): Intelligent Early Stopping That Cuts Training Time by 35–45%

#deeplearning #machinelearning #opensource

2 min read

Arvind SundaraRajan

Oct 30 '25

Convexity Switching: The Secret to Faster, Smarter Neural Net Training?

#machinelearning #deeplearning #ai #python

2 min read

Arvind SundaraRajan

Oct 30 '25

Geometric Nets: Unleashing the Power of Shape in AI by Arvind Sundararajan

#machinelearning #deeplearning #ai #geometry

2 min read

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