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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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Seenivasa Ramadurai

Mar 7

Understanding the Transformer Architecture : A Student's Journey from Classroom to Exam Hall

#ai #architecture #deeplearning #machinelearning

10 min read

Naoki Higuchi (CSCT-NAIL)

Feb 3

A New AI Architecture Without Prior Distributions: Stream-Based AI and Compositional Inference

#ai #deeplearning #hallucination

6 min read

Feb 25

ATIC Doesn't Train. It Thinks. — How a Brazilian Developer Hit #1 on LiveBench Without Touching a Single Weight

#ai #machinelearning #deeplearning

4 min read

Paperium

Feb 1

ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular PropertyPrediction

#ai #deeplearning #computerscience #machinelearning

1 min read

Mar 8

DeepLocker — when AI hides the trigger inside malware (demo from IBM Research)

#ai #aimalware #adversarialml #deeplearning

2 min read

local ai

Mar 8

I Ran LTX 2.3 Locally — Image to Video with Audio, No Cloud Required

#ai #deeplearning #machinelearning #opensource

5 min read

seah-js

Mar 7

Attention Is All You Need — Full Paper Breakdown

#ai #transformers #deeplearning #machinelearning

4 min read

Olabamipe Taiwo

Feb 1

Loss Functions for Beginners

#beginners #deeplearning #machinelearning #tutorial

9 min read

Palash Kanti Kundu

Feb 2

Backprop Finally Made Sense When I Reimplemented It in Rust

#machinelearning #rust #learning #deeplearning

3 min read

Feb 1

Stop the Spike! Predicting Postprandial Glucose with Temporal Convolutional Networks (TCN)

#deeplearning #datascience #machinelearning #healthtech

4 min read

Mar 6

AI-Based Green Light Optimization using Computer Vision

#showdev #ai #deeplearning #machinelearning

2 min read

Shah Fahad

Feb 21

CUDA Graphs in LLM Inference: Deep Dive

#ai #deeplearning #llm #performance

10 min read

Mar 4

How Two Research Papers Made Me Realize My University Robot Assignment Was Actually Cutting-Edge AI

#ai #deeplearning #llm #agentaichallenge

4 min read

Nilavukkarasan R

Mar 4

Neural Network Optimizers: Training at Scale

#ai #neuralnetworks #deeplearning

3 min read

Mar 4

I Gave an AI My Study Materials, and It Planned My Entire Learning Schedule. HyperKnow Is Not Just Another Chatbot

#ai #learning #productivity #deeplearning

6 min read

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