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The Softmax Activation Function Explained
Saurav Maheshkar
Jan 25
Beginner, Domain Agnostic, Classification, Tutorial, Softmax, Chum here
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English
Funnel Activation for Visual Recognition (CVPR 2020)
Manoj Manjhari
May 18
Intermediate, Computer Vision, Classification, Object Detection, Research, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
Explained: Characterizing Signal Propagation to Close the Performance Gap in Unnormalized ResNets
Aman Arora
May 04
Intermediate, Computer Vision, Classification, PyTorch, Research, ResNet, Github
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
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
A Deep Dive Into the Transformer Architecture
Carlo Lepelaars
Jan 06
Advanced, NLP, Classification, PyTorch, Experiment
SimpleTransformers: Transformers Made Easy
Ayush Thakur
Jan 06
Intermediate, NLP, Classification, HuggingFace, Experiment, Tutorial, DistilBERT, Panels, Plots
Transfer Learning Using PyTorch Lightning
Ayush Thakur
Nov 18
Intermediate, Computer Vision, Domain Agnostic, Classification, Transfer Learning, PyTorch Lightning, Tutorial, ResNet, Panels, Plots, Slider, ImageNet
Exploring Ways To Use Pretrained Transformers in biome.text
Ignacio Talavera Cepeda
Nov 13
Intermediate, NLP, Classification, HuggingFace, Ray Tune, Experiment, Panels, Plots, Sweeps
Image Classification Using PyTorch Lightning and Weights & Biases
Ayush Thakur
Oct 28
Intermediate, Computer Vision, Classification, PyTorch Lightning, Experiment, Panels, Plots, CIFAR10
Fine-Tuning ResNet-18 for Audio Classification
John Hartquist
Oct 27
Intermediate, Audio, Classification, fastai, Experiment, Research, ResNet, Github, Panels, Plots, Sweeps, Fine-tuning
Metric Learning for Image Search With Weights & Biases
Ayush Thakur
Oct 07
Intermediate, Computer Vision, Classification, Keras, Experiment, Conv2D, Panels, Plots, CIFAR10
Distilling Knowledge in Neural Networks With Weights & Biases
Sayak Paul
Sep 18
Intermediate, Computer Vision, Classification, Keras, Tutorial, Panels, Plots, MNIST
Unsupervised Visual Representation Learning with SwAV
Ayush Thakur, Sayak Paul
Sep 04
Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots
Tips for Kagglers From A Solo Silver Medal Winner
Aman Dalmia
Aug 31
Intermediate, Computer Vision, Classification, PyTorch, Tutorial, Panels, Plots, Sweeps, Kaggle, Health Care
Part 2 – Comparing Message-Passing-Based GNN Architectures
Yash Kotadia
Aug 28
Intermediate, Domain Agnostic, Classification, PyTorch, Experiment, Tutorial, GNN, Sweeps
Generate Meaningful Captions for Images With Attention Models
Rajesh Shreedhar Bhat, Souradip Chakraborty
Jul 23
Intermediate, Computer Vision, NLP, Text Generation, Keras, Research, CNN, Github, Panels, Plots, Classification
Transfer Learning With the EfficientNet Family of Models
Sayak Paul
Apr 26
Intermediate, Computer Vision, Classification, Transfer Learning, Keras, Experiment, EfficientNet, Plots, Cat v Dog
Experimenting with EvoNorm Layers in TensorFlow 2
Sayak Paul
Apr 19
Intermediate, Computer Vision, Classification, Keras, Research, EfficientNet, MobileNet v2, ResNet, Github, Plots, Sweeps, CIFAR10
Kaggle Starter Kernel: Jigsaw Multilingual Toxic Comment Classification
Sayak Paul
Apr 07
Intermediate, NLP, Classification, scikit-learn, Tutorial, CNN, DistilBERT, Panels, Plots, Kaggle
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