Mashaan Alshammari

1.34K subscribers

44 videos

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messing around with some code to see what clicks 💻

Latest Videos

Profiling JAXXLA with XProf in TensorBoard

Profiling JAXXLA with XProf in TensorBoard

Mashaan Alshammari

678 views·8 months ago

Experimenting with Different JAX Precisions

Experimenting with Different JAX Precisions

Mashaan Alshammari

307 views·9 months ago

JAX Device Mesh Parallel Vision Transformer Code

JAX Device Mesh Parallel Vision Transformer Code

Mashaan Alshammari

253 views·9 months ago

Self-Supervised Learning Collapse a Quick CIFAR-10 Experiment

Self-Supervised Learning Collapse a Quick CIFAR-10 Experiment

Mashaan Alshammari

451 views·10 months ago

I-JEPA Explained with a Single Batch Run

I-JEPA Explained with a Single Batch Run

Mashaan Alshammari

4.8K views·10 months ago

Self-Supervised Learning Review From SimCLR to DINOv2

Self-Supervised Learning Review From SimCLR to DINOv2

Mashaan Alshammari

611 views·11 months ago

Inside DINOv2 Architecture Analysis + CIFAR-10 Experiment

Inside DINOv2 Architecture Analysis + CIFAR-10 Experiment

Mashaan Alshammari

2.2K views·11 months ago

Graph Contrastive Learning Building MovieLens-100k Recommendations

Graph Contrastive Learning Building MovieLens-100k Recommendations

Mashaan Alshammari

367 views·1 year ago

Exploring LightGCN A Movie Recommendations Experiment

Exploring LightGCN A Movie Recommendations Experiment

Mashaan Alshammari

812 views·1 year ago

MLP-Mixer Introduction + A CIFAR-10 Run

MLP-Mixer Introduction + A CIFAR-10 Run

Mashaan Alshammari

261 views·1 year ago

Hands-On with TAPIR Point Tracking Experiment & Code Walkthrough

Hands-On with TAPIR Point Tracking Experiment & Code Walkthrough

Mashaan Alshammari

254 views·1 year ago

Fine-tuning Vision Transformers on TPU (ImageNet → CIFAR-10)

Fine-tuning Vision Transformers on TPU (ImageNet → CIFAR-10)

Mashaan Alshammari

243 views·1 year ago

VGG-SfM and Mip-NeRF 360 Pipeline for iPhone Video 3D Reconstruction

VGG-SfM and Mip-NeRF 360 Pipeline for iPhone Video 3D Reconstruction

Mashaan Alshammari

675 views·1 year ago

Structure from Motion (SfM) From COLMAP to VGGSfM

Structure from Motion (SfM) From COLMAP to VGGSfM

Mashaan Alshammari

5.1K views·1 year ago

Mip-NeRF 360 on TPUs Setup, Training, and First Render!

Mip-NeRF 360 on TPUs Setup, Training, and First Render!

Mashaan Alshammari

359 views·1 year ago

Nerfstudio on Lightning AI GPUs

Nerfstudio on Lightning AI GPUs

Mashaan Alshammari

1.1K views·1 year ago

Radial Basis Function (RBF) The Most Popular Kernel in Machine Learning

Radial Basis Function (RBF) The Most Popular Kernel in Machine Learning

Mashaan Alshammari

545 views·1 year ago

How NeRF Works Exploring a Tiny NeRF Code

How NeRF Works Exploring a Tiny NeRF Code

Mashaan Alshammari

1.2K views·1 year ago

Free TPU Access & JAXPyTorch Setup with TPU Research Cloud

Free TPU Access & JAXPyTorch Setup with TPU Research Cloud

Mashaan Alshammari

2.1K views·1 year ago

3D Gaussian Splatting Optimization Explained & Viewer Demo

3D Gaussian Splatting Optimization Explained & Viewer Demo

Mashaan Alshammari

1.4K views·1 year ago

A Deep Dive into Swin Transformer Attention Maps

A Deep Dive into Swin Transformer Attention Maps

Mashaan Alshammari

1.9K views·1 year ago

Analyzing Swin Transformer A Code Walkthrough

Analyzing Swin Transformer A Code Walkthrough

Mashaan Alshammari

3.2K views·1 year ago

Building a Cluster-GCN Model with JAX A Step-by-Step Guide

Building a Cluster-GCN Model with JAX A Step-by-Step Guide

Mashaan Alshammari

263 views·1 year ago

Implementing GNN Neighbor Sampler in JAX A Practical Guide

Implementing GNN Neighbor Sampler in JAX A Practical Guide

Mashaan Alshammari

280 views·1 year ago

Graph Sampling for GNNs A Tutorial

Graph Sampling for GNNs A Tutorial

Mashaan Alshammari

969 views·1 year ago

Graph Attention Networks with DGL

Graph Attention Networks with DGL

Mashaan Alshammari

563 views·1 year ago

Understanding Mini-Batch Training in PyTorch Geometric

Understanding Mini-Batch Training in PyTorch Geometric

Mashaan Alshammari

1.1K views·2 years ago

JAX JIT Compilation Explained From Python to JAXPR

JAX JIT Compilation Explained From Python to JAXPR

Mashaan Alshammari

568 views·2 years ago

CNNs with Flax A JAX Tutorial for Image Classification

CNNs with Flax A JAX Tutorial for Image Classification

Mashaan Alshammari

470 views·2 years ago

Vision Transformers (ViT) A JAX Tutorial for Image Classification

Vision Transformers (ViT) A JAX Tutorial for Image Classification

Mashaan Alshammari

854 views·2 years ago

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