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Backpropagated Gradient Representations for Anomaly Detection

Shambhavi Mishra

Sep 23

Intermediate, Computer Vision, Classification, Research, GradCon, Github, Plots, CIFAR10, MNIST, RC

Uncertainty-Guided Continual Learning With Bayesian Neural Networks

Sep 22

Intermediate, Computer Vision, OCR, Research, Plots, MNIST, RC

Decision Trees: A Guide with Examples

Saurav Maheshkar

Sep 16

Beginner, Domain Agnostic, scikit-learn, Experiment, Tutorial, Plots, Iris, Exemplary

Hyperparameter Optimization for HuggingFace Transformers

Ayush Chaurasia

Sep 15

Intermediate, NLP, HuggingFace, Ray Tune, Research, Tutorial, BERT, Sweeps, RTE, Large Models, LLM

Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)

Sachin Malhotra

Sep 14

Intermediate, Computer Vision, Classification, Research, CNN, ResNet, Github, Plots, CIFAR-100, CIFAR10, ImageNet, RC

Tutorial: What is Machine Learning?

Sep 14

Articles, Domain Agnostic, Beginner, Tutorial

Tutorial: Build a Neural Network

Sep 14

Articles, Tutorial, Beginner, Domain Agnostic

Tutorial: Multilayer Perceptrons

Sep 14

Articles, Domain Agnostic, Tutorial, Intermediate

Tutorial: Convolutional Neural Networks

Sep 14

Articles, CNN, Intermediate, Tutorial, Domain Agnostic

Tutorials: Autoencoders

Sep 14

Articles, Tutorial, Intermediate, Domain Agnostic

Tutorial: Sentiment Analysis

Sep 14

Articles, Tutorial, Sentiment Analysis, NLP, Intermediate

Tutorial: Recurrent Neural Networks

Sep 14

Articles, Tutorial, RNN, Domain Agnostic, Intermediate

Tutorial: Text Generation with LSTMs and GRUs

Sep 14

Articles, Tutorial, NLP, GenAI, Text Generation, LSTM, Intermediate

Tutorial: Text Classification Using CNNs

Sep 14

Articles, CNN, Tutorial, NLP, Classification

Tutorial: Sequence to Sequence (Seq2Seq) Models

Sep 14

Articles, Tutorial, Domain Agnostic

Tutorial: Transfer Learning

Sep 14

Articles, Transfer Learning, Domain Agnostic, Tutorial

Tutorial: One-Shot Learning

Sep 14

Articles, Tutorial, Intermediate, Domain Agnostic

Tutorial: Speech Recognition

Sep 14

Articles, Speech Recognition, Tutorial, Intermediate

Tutorial: Data Augmentation

Sep 14

Articles, Intermediate, Domain Agnostic

Tutorial: Batch Size and Learning Rate

Sep 14

Articles, Domain Agnostic, Intermediate

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