Dhruv Matani – Medium

Dhruv Matani

Dhruv Matani
in
Towards Data Science

Challenges of Detecting AI-Generated Text

We’ll take an in-depth look at the challenges of detecting AI-generated text, and the effectiveness of the techniques used in practice.

Sep 27, 2023

Challenges of Detecting AI-Generated Text

Sep 27, 2023

Dhruv Matani
in
Towards Data Science

Language Models for Sentence Completion

A practical application of a language model that picks the most likely candidate word that extends an English sentence by a single word

Sep 15, 2023

Language Models for Sentence Completion

Sep 15, 2023

Dhruv Matani
in
Towards Data Science

Tensor Quantization: The Untold Story

A close look at the implementation details of quantization in machine learning frameworks

Sep 8, 2023

Tensor Quantization: The Untold Story

Sep 8, 2023

Dhruv Matani
in
Towards Data Science

Efficient Image Segmentation Using PyTorch: Part 4

A Vision Transformer-based model

Jun 27, 2023

Efficient Image Segmentation Using PyTorch: Part 4

Jun 27, 2023

Dhruv Matani
in
Towards Data Science

Efficient Image Segmentation Using PyTorch: Part 3

Depthwise separable convolutions

Jun 27, 2023

Efficient Image Segmentation Using PyTorch: Part 3

Jun 27, 2023

Dhruv Matani
in
Towards Data Science

Efficient Image Segmentation Using PyTorch: Part 2

A CNN-based model

Jun 27, 2023

Efficient Image Segmentation Using PyTorch: Part 2

Jun 27, 2023

Dhruv Matani
in
Towards Data Science

Efficient Image Segmentation Using PyTorch: Part 1

Concepts and Ideas

Jun 27, 2023

Efficient Image Segmentation Using PyTorch: Part 1

Jun 27, 2023

Dhruv Matani
in
Towards Data Science

NT-Xent (Normalized Temperature-Scaled Cross-Entropy) Loss Explained and Implemented in PyTorch

An intuitive explanation of the NT-Xent loss with a step-by-step explanation of the operation and our implementation in PyTorch

Jun 13, 2023

NT-Xent (Normalized Temperature-Scaled Cross-Entropy) Loss Explained and Implemented in PyTorch

Jun 13, 2023

Dhruv Matani

All Pairs Cosine Similarity in PyTorch

PyTorch defines a cosine_similarity function to compute pairwise cosine similarity between pairs of vectors. However, there’s no method to…

Jun 8, 2023

All Pairs Cosine Similarity in PyTorch

Jun 8, 2023

Dhruv Matani
in
Towards Data Science

Replace Manual Normalization with Batch Normalization in Vision AI Models

A neat trick to avoid expensive manual pixel normalization for Vision (Image/Video) AI models is to stick a Batch normalization layer as…

May 18, 2023

Replace Manual Normalization with Batch Normalization in Vision AI Models

May 18, 2023

Dhruv Matani

Dhruv Matani

Machine Learning, PyTorch, CNNs, Transformers, Vision, Speech, Text AI. On-Device AI, Model Optimization, ML and Data Infrastructure. My views are my own.

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