Intermediate Articles & Tutorials by Weights & Biases

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What Do Compressed Deep Neural Networks Forget?

Saurav Maheshkar

Apr 09

Intermediate, Computer Vision, Object Detection, Research, ResNet, Panels, Plots

La-MAML: Look-ahead Meta Learning for Continual Learning

Joel Joseph

Apr 06

Intermediate, Computer Vision, Object Detection, Research, Plots, CIFAR-100, ImageNet, MNIST, RC

Speaker Verification and GAN Face Detection

Max L

Apr 05

Intermediate, Audio, Computer Vision, GenAI, Speech Recognition, PyTorch Lightning, Research, CNN, ResNet, Panels, Parameter Importance, Plots, Sweeps

Reproducible Models with Weights & Biases

Diganta Misra

Apr 01

Intermediate, Domain Agnostic, W&B Meta, ResNet, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, RC

Visualize Failure - Debugging with Model Activations

Morgan

Mar 29

Intermediate, NLP, fastai, Tutorial, GPT, Panels, Plots, TinyShakespeare

Training Devanagari Language Models on TPU using Hugging Face and PyTorch

Darshan Deshpande

Mar 26

Intermediate, NLP, Language Understanding, HuggingFace, PyTorch, Experiment, Research, DistilBERT, Plots

One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing

Ayush Thakur

Mar 25

Intermediate, Video, GenAI, Research, GAN, TMP

Rigging the Lottery: Making All Tickets Winners

Rajat Vadiraj Dwaraknath, Varun Sundar

Mar 24

Intermediate, Computer Vision, NLP, Classification, Language Understanding, PyTorch, Research, ResNet, Github, CIFAR-100, CIFAR10, RC

Reformer: The Efficient Transformer

Morgan, Hallvar Gisnås, Arto, tyoc213, Priyank, Sheik Mohamed Imran, Dean P

Mar 24

Intermediate, NLP, fastai, Research, Github, Panels, Plots, TinyShakespeare, RC

Exploring Adaptive Gradient Clipping and NFNets

Ayush Thakur

Mar 18

Intermediate, Computer Vision, Object Detection, Research, NFNet, ResNet, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, Normalization

Automating Animations with the Help of Robust In-Betweening

Ayush Thakur

Mar 16

Intermediate, Computer Vision, Research, RTN, Panels, Plots, LaFAN1

Predicting Diabetes Mellitus

Andrada Olteanu

Mar 15

Intermediate, Tabular, Tutorial, Panels, Plots, Kaggle, Health Care

Understanding what works (and why) in Deep Metric Learning

Karsten Roth

Mar 15

Intermediate, Computer Vision, Object Detection, Research, Github, Panels

Real Time Social Distance Detector

Piyush Thakur, Sudarshana Dutta

Mar 08

Intermediate, Video, Object Detection, Keras, Experiment, COCO

Examples of Early Stopping in HuggingFace Transformers

Ayush Thakur

Feb 19

Intermediate, NLP, HuggingFace, Keras, PyTorch, Plots, Early Stopping

Taming Transformers for High-Resolution Image Synthesis

Ayush Thakur

Feb 18

Intermediate, Computer Vision, GenAI, Experiment, Github, Panels

Generating and Interpolating Music Snippets with MusicVAE

Hao Hao Tan

Feb 12

Intermediate, Audio, Music Generation, Experiment, MusicVAE, Panels, Plots

Intro to Meta-Learning

Stacey Svetlichnaya

Feb 08

Intermediate, Domain Agnostic, Research, Panels, Plots, ImageNet

GANspace: An Overview of Generative Adversarial Networks

Adrish Dey

Feb 04

Intermediate, Computer Vision, GenAI, Research, GAN, Panels

Sequence to Sequence Learning with Neural Networks

Aritra Roy Gosthipaty

Feb 03

Intermediate, NLP, Translation, Keras, Research, Panels, Plots, Kaggle

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