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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

NeRF – Representing Scenes as Neural Radiance Fields for View Synthesis

May 02

Intermediate, Computer Vision, Image manipulation, Experiment, Panels, Plots, Sweeps, TMP

Workspaces and Reports

Apr 30

W&B Features

An Introduction to HuggingFace's Accelerate Library

Apr 27

Beginner, Domain Agnostic, HuggingFace, PyTorch, Tutorial, Github

Topological Autoencoders

Apr 23

Advanced, Domain Agnostic

Interventional Few-Shot Learning

Apr 22

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

Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks

Laura R Edmondson, Anil Ozdemir

Apr 21

Intermediate, Computer Vision, OCR, Object Detection, Research, SNN, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, MNIST, RC

Image Generation Based on Abstract Concepts Using CLIP + BigGAN

Apr 21

Intermediate, Computer Vision, GenAI, OpenAI, Experiment, BigGAN, CLIP, GAN, Panels, Plots, CIFAR10, TMP

What does it take to write a NeurIPS paper?

Apr 20

Beginner, Domain Agnostic, Guide, Tutorial

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