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The Infrastructure Behind Serving DALL·E Mini
Pedro Cuenca
Jun 16
DALL-E, Articles, GenAI, Tables, Plots, Experiment, Image Generation, Large Models, Computer Vision
DALL·E Mini – Generate Images From Any Text Prompt
Boris Dayma, Pedro Cuenca
Jun 10
Articles, Experiment, DALL-E, GAN, Intermediate, Image Generation, Large Models, GenAI, Computer Vision
Do Batch Sizes Actually Need To Be Powers of 2?
Thomas Bierhance
Jun 08
Experiment, Domain Agnostic, Articles, Plots
Human Dynamics From Monocular Video With Dynamic Camera Movements
Saurav Maheshkar
Jun 01
Reinforcement Learning, TMP, Experiment
Search and Rescue: Augmentation and Preprocessing on Drone-Based Water Rescue Images With YOLOv5
Ian Kelk
May 27
Experiment, Tutorial, YOLO, Intermediate, Computer Vision, Object Detection
Creating a Semantic Search Engine for My Photos
Pedro Cuenca
May 24
CLIP, Computer Vision, Experiment, Tables, Slider
Modern Evolution Strategies for Creativity
Soumik Rakshit
May 24
TMP, Articles, Experiment, Research, Tables, Slider, GenAI
Checking Out the New fastai/timm Integration
Thomas Capelle
May 06
Articles, Framework / Integration, TIMM, fastai, Tutorial, Experiment
Why Learning Rate Is Important in Deep Learning Pipelines
Saurav Maheshkar
May 04
Articles, Kaggle, Domain Agnostic, Experiment, Beginner
Classification Loss Functions: Comparing SoftMax, Cross Entropy, and More
Thomas Capelle
Apr 27
Articles, Domain Agnostic, Intermediate, Experiment, PyTorch, Keras
An Evaluation of Transformer Variants
Boris Dayma
Apr 21
Artifacts, Domain Agnostic, Experiment
EditGAN: High-Precision Semantic Image Editing
Soumik Rakshit
Apr 08
TMP, Articles, GAN, GenAI, Experiment
How to Build a Robust Medical Model Using Weights & Biases
Aman Arora
Feb 17
Intermediate, Computer Vision, Classification, PyTorch, Experiment, W&B Meta, Github, Artifacts, Panels, Plots, Sweeps, Tables, Kaggle, Health Care, Exemplary
PoE-GAN: Generating Images from Multi-Modal Inputs
Soumik Rakshit
Feb 09
Computer Vision, GenAI, Keras, Experiment, PoE-GAN, Panels, Plots, Tables, TMP, Exemplary
Using OpenAI's GPT-3 to Generate 'Doctor Who' Episode Synopses
Ivan Goncharov
Feb 08
NLP, Text Generation, OpenAI, Experiment, Panels, Plots, Tables, Exemplary, Large Models, LLM, GPT
Fine-Tuning Tips and Exploration on OpenAI's GPT-3
Boris Dayma
Feb 08
Beginner, NLP, Text Generation, OpenAI, Experiment, Tutorial, Panels, Plots, Tables, Large Models, LLM, Fine-tuning, GPT
Matrix Factorization from Scratch in JAX: Regularized SVD for Recommendation Systems
Bryan Bischof
Feb 07
Advanced, Tabular, JAX, Experiment, Tutorial, Plots, Sweeps, MovieLens, Recommender Systems
De Novo Molecule Generation with GCPNs using TorchDrug
Manan Goel
Feb 02
Intermediate, Computer Vision, Molecule Generation, Experiment, GCN, Panels, Plots, Tables
Optimizing Models with Quantization-Aware Training in Keras - Part II
Ishan Dutta
Jan 26
Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle
Transfer Learning: Serial versus One-time Training
Maria Rodriguez
Jan 21
Intermediate, Computer Vision, Object Detection, Transfer Learning, PyTorch, fastai, Experiment, Github, Plots, COCO
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