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Unsupervised Visual Representation Learning with SwAV
Ayush Thakur, Sayak PaulSep 04Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots
An Introduction to Adversarial Examples in Deep Learning
Sayak PaulAug 23Intermediate, Computer Vision, Domain Agnostic, PyTorch, Tutorial, GAN, Github, Panels, Plots
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
DeepChem: Predicting Molecular Solubility With Weights & Biases
Stacey SvetlichnayaMay 29Advanced, Computer Vision, scikit-learn, Experiment, Github, Panels, Plots, Sweeps, Health Care
Does Model Size Matter? A Comparison of BERT and DistilBERT
Jack MorrisMay 12Intermediate, NLP, HuggingFace, Experiment, BERT, DistilBERT, Github, Panels, Plots, Sweeps, Large Models
Adversarial Policies in Multi-Agent Settings
Stacey SvetlichnayaMay 07Intermediate, Reinforcement Learning, Experiment, Research, Github, Panels, Plots
Experimenting with EvoNorm Layers in TensorFlow 2
Sayak PaulApr 19Intermediate, Computer Vision, Classification, Keras, Research, EfficientNet, MobileNet v2, ResNet, Github, Plots, Sweeps, CIFAR10
Towards Deep Generative Modeling With Weight & Biases
Ayush ThakurApr 14Intermediate, Computer Vision, GenAI, OCR, Keras, Experiment, Tutorial, GAN, Github, Panels, Plots, Sweeps, MNIST
Drought Watch Benchmark Progress
Stacey SvetlichnayaApr 11Intermediate, Computer Vision, Object Detection, Keras, Benchmark, Github, Plots, Sweeps
Distributed Training in tf.Keras With Weights & Biases
Sayak PaulApr 09Advanced, Domain Agnostic, Keras, Tutorial, MobileNet v2, Github, Plots, Distributed Training
Digging Into KITTI With Weights & Biases With PyTorch-Lightning Kitti
Boris DaymaMar 29Intermediate, Computer Vision, Object Detection, Semantic Segmentation, PyTorch Lightning, Experiment, Github, Plots, Sweeps, KITTI, Autonomous Vehicles
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