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Data Science Experiments Management with Weights & Biases

BroutonLab team

Jun 04

Beginner, Domain Agnostic, Case Study, W&B Meta, Artifacts, Custom Charts, Panels, Plots, Sweeps, MNIST

A Gentle Introduction To Weight Initialization for Neural Networks

Saurav Maheshkar

Jun 03

Beginner, Domain Agnostic, Github, Panels, Plots

How Well Can a CNN Detect Architectural Style?

Jun 02

Beginner, Computer Vision, Object Detection, Experiment, CNN, Panels, Plots, Kaggle

May 31

W&B Features

ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases

May 31

Intermediate, Computer Vision, Research, ConViT, Github, ImageNet

How Graphcore Is Supporting the Next Generation of Large Models With the Help of W&B

Weights & Biases Case Studies

May 25

Beginner, Hardware, NLP, Case Study, BERT, Large Models

How Nanit Improves and Develops Models

May 20

Beginner, Computer Vision, Object Detection, Keras, Case Study, R-CNN, Panels, Plots, COCO

Funnel Activation for Visual Recognition (CVPR 2020)

May 18

Intermediate, Computer Vision, Classification, Object Detection, Research, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10

Gated Channel Transformation for Visual Recognition (CVPR 2020)

May 12

Intermediate, Computer Vision, Object Detection, Research, GCT, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10

An Introduction to Attention

Aritra Roy Gosthipaty, Devjyoti Chakraborty

May 11

Beginner, NLP, Tutorial, Panels, Plots

Kaggle's MMLM 2021-NCAAW-Spread

May 10

Beginner, Tabular, scikit-learn, Tutorial, Github, Panels, Plots, Kaggle

Lyft's High-Capacity End-to-End Camera-Lidar Fusion for 3D Detection

Weights & Biases Case Studies

May 10

Advanced, Computer Vision, Object Detection, Semantic Segmentation, Case Study, Research, Plots, Autonomous Vehicles

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training (ECCV 2020)

May 06

Intermediate, Computer Vision, Object Detection, PyTorch, Research, CNN, Github, Panels, Plots, Slider, COCO, RC

Sentiment Analysis with Bag of Tricks

Devjyoti Chakraborty, Piyush Thakur

May 06

Beginner, NLP, Sentiment Analysis, Research, Panels, Plots

Classifying ASL Digits

May 05

MNIST

Revisiting ResNets: Improved Training and Scaling Strategies

May 04

Intermediate, Computer Vision, PyTorch, fastai, Research, ResNet, Github

Explained: Characterizing Signal Propagation to Close the Performance Gap in Unnormalized ResNets

May 04

Intermediate, Computer Vision, Classification, PyTorch, Research, ResNet, Github

Strip Pooling: Rethinking Spatial Pooling for Scene Parsing (CVPR 2020)

May 03

Intermediate, Computer Vision, Research, SPNets (Strip Pool), Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10

II. Shopee Competition: Model Training with Pytorch x RAPIDS

Andrada Olteanu

May 03

Intermediate, Computer Vision, Object Detection, PyTorch, Tutorial, Github, Kaggle

I. Shopee Competition: EDA and Preprocessing

Andrada Olteanu

May 03

Beginner, Computer Vision, Object Detection, PyTorch, Tutorial, Github, Kaggle

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