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Kaggle's MMLM 2021-NCAAW-Spread

Ruchi Bhatia

May 10

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

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

Avantika

May 06

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

Revisiting ResNets: Improved Training and Scaling Strategies

Aman Arora

May 04

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

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

Aman Arora

May 04

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

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

Manoj Manjhari

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

An Introduction to HuggingFace's Accelerate Library

Aman Arora

Apr 27

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

Interventional Few-Shot Learning

Lukasz Bala

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

On the Relationship Between Self-Attention and Convolutional Layers

Nishant Prabhu, Mukund Varma T

Apr 14

Intermediate, Computer Vision, Classification, PyTorch, Research, Github, Panels, Plots, CIFAR10, RC

ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Diganta Misra

Apr 12

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

Reproducible Models with Weights & Biases

Diganta Misra

Apr 01

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

Creating 3D Meshes with Neural ODEs

Adrish Dey

Mar 31

Advanced, Computer Vision, GenAI, Experiment, Research, ODE, Github, Panels

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

Indoor Navigation: Complete Data Understanding

Andrada Olteanu

Mar 17

Beginner, Computer Vision, Tutorial, Github, Panels, Plots, Slider, Kaggle

Understanding what works (and why) in Deep Metric Learning

Karsten Roth

Mar 15

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

Taming Transformers for High-Resolution Image Synthesis

Ayush Thakur

Feb 18

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

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