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An Introduction to VAE-GANs
Shambhavi MishraDec 08Intermediate, Computer Vision, GenAI, Experiment, VAE-GAN, Github, Panels, Plots
Information Extraction from Scanned Receipts: Fine-tuning LayoutLM on SROIE
Eric BunchDec 07Intermediate, Computer Vision, OCR, Experiment, LayoutLM, Panels, Tables, SROIE, NLP, Fine-tuning
Introduction to K-Means Clustering (With Examples)
Saurav MaheshkarNov 24Beginner, Computer Vision, Classification, scikit-learn, Tutorial, Panels, Plots, Iris, K-means, Chum here
An Introduction to Linear Regression For Machine Learning (With Examples)
Saurav MaheshkarOct 27Beginner, Domain Agnostic, scikit-learn, Tutorial, Panels, Plots, Ames Housing, Kaggle
iTAML: An Incremental Task-Agnostic Meta-learning Approach
Joel JosephOct 15Intermediate, Computer Vision, Classification, Research, iTAML, Github, Panels, Plots, Sweeps, CIFAR-100, CIFAR10, MNIST, RC
The Reality Behind Optimization of Imaginary Variables - II
Darshan DeshpandeOct 05Advanced, Domain Agnostic, Keras, Experiment, Guide, Panels, Plots, Slider, MNIST
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR 2020)
Sachin MalhotraSep 09Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots, CIFAR10, RC
How to Fine-Tune BERT for Text Classification
akshay uppalAug 20Intermediate, NLP, Classification, Tutorial, BERT, Panels, Plots, Sweeps, Tables, Kaggle, Exemplary, Large Models, LLM, Fine-tuning
Text Classification With AWS SageMaker, HuggingFace, and W&B
MorganAug 19Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial
Omnimatte: How to Detect Objects and Their Effects
Scott CondronAug 18Intermediate, Computer Vision, GenAI, Image manipulation, Video, Experiment, Github, Panels, Plots, Tables, TMP, Exemplary
Meta Dropout: Learning to Perturb Latent Features for Better Generalization
Joel JosephAug 12Intermediate, Computer Vision, Classification, Research, Github, Panels, Plots, Sweeps, ImageNet, Omniglot, RC
Reproducible spaCy NLP Experiments with Weights & Biases
Scott CondronAug 11Intermediate, NLP, NER, HuggingFace, spaCy, Experiment, Tutorial, W&B Meta, Artifacts, Panels, Plots, Sweeps, Tables
When Does Self-Supervision Improve Few-Shot Learning?
Arjun Ashok, Haswanth AekulaAug 09Intermediate, Computer Vision, Classification, Research, ResNet, SSL, Github, Panels, Plots, Sweeps, ImageNet, RC
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