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Graph Neural Networks (GNNs) with Learnable Structural and Positional Representations
Saurav MaheshkarFeb 24Intermediate, Computer Vision, Molecule Generation, Research, GNN, Github, Plots
PoE-GAN: Generating Images from Multi-Modal Inputs
Soumik RakshitFeb 09Computer Vision, GenAI, Keras, Experiment, PoE-GAN, Panels, Plots, Tables, TMP, Exemplary
Tables Tutorial: Visualize Data for Image Classification
Stacey SvetlichnayaJul 18Intermediate, Computer Vision, Classification, Keras, Experiment, W&B Meta, Tables, iNaturalist, Chum here
DALL-E Mini Explained
Boris Dayma, Suraj Patil, Pedro Cuenca, Khalid Saifullah, Tanishq Abraham, Phúc Lê, Luke, Ritobrata GhoshAug 03Intermediate, Computer Vision, GenAI, OpenAI, Experiment, DALL-E, Panels, Plots, Sweeps, Tables, ImageNet, Large Models
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Distilling Knowledge in Neural Networks With Weights & Biases
Sayak PaulSep 18Intermediate, Computer Vision, Classification, Keras, Tutorial, Panels, Plots, MNIST
Unsupervised Visual Representation Learning with SwAV
Ayush Thakur, Sayak PaulSep 04Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots
Tips for Kagglers From A Solo Silver Medal Winner
Aman DalmiaAug 31Intermediate, Computer Vision, Classification, PyTorch, Tutorial, Panels, Plots, Sweeps, Kaggle, Health Care
An Introduction to Adversarial Examples in Deep Learning
Sayak PaulAug 23Intermediate, Computer Vision, Domain Agnostic, PyTorch, Tutorial, GAN, Github, Panels, Plots
Towards Representation Learning for an Image Retrieval Task
Aritra Roy Gosthipaty, Souradip ChakrabortyAug 07Intermediate, Computer Vision, GenAI, Experiment, Panels, Plots, CIFAR10
Organize Your Machine Learning Pipelines With Artifacts in Weights & Biases
Ayush ChaurasiaJul 27Beginner, Computer Vision, Domain Agnostic, Object Detection, PyTorch, W&B Meta, YOLO, Github, Artifacts, Panels, Plots
Understanding the Effectivity of Ensembles in Deep Learning
Sayak Paul, Ayush ThakurJul 24Intermediate, Computer Vision, Object Detection, PyTorch, Experiment, Research, CNN, ResNet, Github, Panels, Plots, CIFAR10
Generate Meaningful Captions for Images With Attention Models
Rajesh Shreedhar Bhat, Souradip ChakrabortyJul 23Intermediate, Computer Vision, NLP, Text Generation, Keras, Research, CNN, Github, Panels, Plots, Classification
Hiding In Plain Sight: Deep Steganography
Ayush ChaurasiaJul 17Intermediate, Computer Vision, Experiment, Tutorial, Panels, Plots, Sweeps, ImageNet
Implementing and Tracking the Performance of a CNN in PyTorch
Ayush ThakurJul 07Intermediate, Computer Vision, Domain Agnostic, Object Detection, PyTorch, Tutorial, CNN, Plots, Sweeps, CIFAR10
Improving Image Classifiers With Supervised Contrastive Learning
Sweta Shaw, Sayak PaulJun 07Intermediate, Computer Vision, Classification, Keras, Experiment, Research, ResNet, Github, Plots
DeepChem: Predicting Molecular Solubility With Weights & Biases
Stacey SvetlichnayaMay 29Advanced, Computer Vision, scikit-learn, Experiment, Github, Panels, Plots, Sweeps, Health Care
The Power of Random Features of a Convolutional Neural Network (CNN)
Sayak PaulMay 18Intermediate, Computer Vision, Object Detection, Keras, Experiment, Research, CNN, ResNet, Panels, Plots, CIFAR10, Normalization
The Al-Dente Neural Network: Part I
Sairam SundaresanMay 18Intermediate, Computer Vision, Object Detection, Experiment, Panels, Plots, CIFAR10
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