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Normalization Series: What is Batch Normalization?
Saurav MaheshkarDec 03Intermediate, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Tables, MNIST, Normalization, Chum here, Exemplary
Introduction to K-Means Clustering (With Examples)
Saurav MaheshkarNov 24Beginner, Computer Vision, Classification, scikit-learn, Tutorial, Panels, Plots, Iris, K-means, Chum here
An Introduction to Linear Regression For Machine Learning (With Examples)
Saurav MaheshkarOct 27Beginner, Domain Agnostic, scikit-learn, Tutorial, Panels, Plots, Ames Housing, Kaggle
iTAML: An Incremental Task-Agnostic Meta-learning Approach
Joel JosephOct 15Intermediate, Computer Vision, Classification, Research, iTAML, Github, Panels, Plots, Sweeps, CIFAR-100, CIFAR10, MNIST, RC
Meta-Consolidation for Continual Learning (MERLIN)
Shambhavi MishraOct 08Intermediate, Computer Vision, Classification, Research, Plots, CIFAR10, ImageNet, MNIST
The Reality Behind Optimization of Imaginary Variables - II
Darshan DeshpandeOct 05Advanced, Domain Agnostic, Keras, Experiment, Guide, Panels, Plots, Slider, MNIST
Financial Sentiment Analysis on Stock Market Headlines With FinBERT & HuggingFace
Ivan GoncharovSep 30Intermediate, NLP, Sentiment Analysis, HuggingFace, Experiment, Tutorial, FinBERT, Tables, FiQA, Financial, Exemplary, Large Models, LLM
Backpropagated Gradient Representations for Anomaly Detection
Shambhavi MishraSep 23Intermediate, Computer Vision, Classification, Research, GradCon, Github, Plots, CIFAR10, MNIST, RC
Decision Trees: A Guide with Examples
Saurav MaheshkarSep 16Beginner, Domain Agnostic, scikit-learn, Experiment, Tutorial, Plots, Iris, Exemplary
Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)
Sachin MalhotraSep 14Intermediate, Computer Vision, Classification, Research, CNN, ResNet, Github, Plots, CIFAR-100, CIFAR10, ImageNet, RC
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR 2020)
Sachin MalhotraSep 09Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots, CIFAR10, RC
Bad Global Minima Exist and SGD Can Reach Them
Gustavo Sutter P. Carvalho, João Araújo, João Pedro Rodrigues Mattos, João Marcos Cardoso da Silva, Bruno Gomes CoelhoAug 23Intermediate, Computer Vision, Classification, JAX, Research, ResNet, Github, Plots, CIFAR10, RC
How to Fine-Tune BERT for Text Classification
akshay uppalAug 20Intermediate, NLP, Classification, Tutorial, BERT, Panels, Plots, Sweeps, Tables, Kaggle, Exemplary, Large Models, LLM, Fine-tuning
Meta Dropout: Learning to Perturb Latent Features for Better Generalization
Joel JosephAug 12Intermediate, Computer Vision, Classification, Research, Github, Panels, Plots, Sweeps, ImageNet, Omniglot, RC
When Does Self-Supervision Improve Few-Shot Learning?
Arjun Ashok, Haswanth AekulaAug 09Intermediate, Computer Vision, Classification, Research, ResNet, SSL, Github, Panels, Plots, Sweeps, ImageNet, RC
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