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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.

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The Challenge of Unverifiable AI Rewards

The Challenge of Unverifiable AI Rewards

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7 min read
Transformers Are Not Dead — But Hybrids Are the Future. Here's Why.

Transformers Are Not Dead — But Hybrids Are the Future. Here's Why.

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13 min read
Beyond the Snore: Real-time Sleep Apnea Screening with OpenAI Whisper and PyTorch

Beyond the Snore: Real-time Sleep Apnea Screening with OpenAI Whisper and PyTorch

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4 min read
Adversarial Attacks and Defenses in Deep Learning Systems: Threats, Mechanisms, and Countermeasures

Adversarial Attacks and Defenses in Deep Learning Systems: Threats, Mechanisms, and Countermeasures

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6 min read
Genesis: Teaching AI to Learn Like a Child (Patent Pending)

Genesis: Teaching AI to Learn Like a Child (Patent Pending)

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7 min read
The Pervasive Role and Hidden Limitations of Softmax

The Pervasive Role and Hidden Limitations of Softmax

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6 min read
Revisiting the Causal Mechanisms Behind Policy Gradients

Revisiting the Causal Mechanisms Behind Policy Gradients

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

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

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

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

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

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

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

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

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3 min read
Implementing ✨ Bayesian Belief Tracking in LLM Agents 🤖

Implementing ✨ Bayesian Belief Tracking in LLM Agents 🤖

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

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

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2 min read
My Study Notes on Convolutional Neural Networks (CNN)

My Study Notes on Convolutional Neural Networks (CNN)

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3 min read
Q&A: Understanding What AI Really Is (A Thought Process)

Q&A: Understanding What AI Really Is (A Thought Process)

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2 min read
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