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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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Mar 21

Revisiting the Causal Mechanisms Behind Policy Gradients

#ai #algorithms #deeplearning #machinelearning

5 min read

Mar 21

The Pervasive Role and Hidden Limitations of Softmax

#ai #algorithms #deeplearning #machinelearning

6 min read

Kevin

Mar 21

Mamba-3 and AttnRes: AI Architecture Research Is Finally Building for Inference, Not Just Training

#ai #machinelearning #architecture #deeplearning

7 min read

Ekong Ikpe

Apr 13

Defending Vibe Coding: Why Syntax Might Not Be the Bottleneck Anymore

#discuss #ai #webdev #deeplearning

2 min read

fab2s

Apr 23

Why I built a Rust deep learning framework (and what I got wrong twice first)

#showdev #rust #machinelearning #deeplearning

5 min read

Mar 19

The Mathematics That Make 1.58-bit Weights Work: How BitNet b1.58 Survives Its Own Quantization

#architecture #deeplearning #llm #machinelearning

7 min read

Cover image for I Tried to Run VGG19 on a CPU… It Failed. So I Fixed It."

Apr 21

I Tried to Run VGG19 on a CPU… It Failed. So I Fixed It."

#ai #deeplearning #vgg19 #computervision

3 min read

Cover image for Implementing ✨ Bayesian Belief Tracking in LLM Agents 🤖

Hemant

Mar 16

Implementing ✨ Bayesian Belief Tracking in LLM Agents 🤖

#ai #machinelearning #deeplearning #bayesian

4 min read

Sherin Joseph Roy

Apr 18

I built a real-time Drivable Area Segmentation model for Indian roads (Here is how it runs at 55 FPS)

#showdev #deeplearning #machinelearning #performance

2 min read

Cover image for My Study Notes on Convolutional Neural Networks (CNN)

Shoichi Okaniwa

Mar 25

My Study Notes on Convolutional Neural Networks (CNN)

#machinelearning #deeplearning #cnn #neuralnetworks

3 min read

Mar 17

स्पीकर डायराइज़ेशन SYSTEM In Hindi

#ai #deeplearning

19 min read

Mar 12

RTX 4090 vs RTX 3090 for AI/ML: Is the Upgrade Worth It?

#deeplearning

3 min read

Mar 25

arXiv Survey Maps KV Cache Optimization Landscape: 5 Strategies for Million-Token LLM Inference

#ai #machinelearning #research #deeplearning

6 min read

Nilavukkarasan R

Apr 13

Recurrent Neural Networks: Giving Networks Memory

#rnn #lstm #ai #deeplearning

4 min read

Cover image for Beyond ReconVLA: Annotation-Free Visual Grounding via Language-Attention Masked Reconstruction

Mar 14

Beyond ReconVLA: Annotation-Free Visual Grounding via Language-Attention Masked Reconstruction

#machinelearning #deeplearning #ai #nlp

9 min read

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