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What Do Compressed Deep Neural Networks Forget?

Saurav Maheshkar

Apr 09

Intermediate, Computer Vision, Object Detection, Research, ResNet, Panels, Plots

How to Handle Images of Different Sizes in a Convolutional Neural Network

Apr 08

Beginner, Computer Vision, Tutorial, CNN

An Introduction To The PyTorch View Function

Apr 07

Beginner, Domain Agnostic, PyTorch, Tutorial

La-MAML: Look-ahead Meta Learning for Continual Learning

Apr 06

Intermediate, Computer Vision, Object Detection, Research, Plots, CIFAR-100, ImageNet, MNIST, RC

Speaker Verification and GAN Face Detection

Apr 05

Intermediate, Audio, Computer Vision, GenAI, Speech Recognition, PyTorch Lightning, Research, CNN, ResNet, Panels, Parameter Importance, Plots, Sweeps

How One-Hot Encoding Improves Machine Learning Performance

Apr 02

Beginner, Domain Agnostic, Tutorial, Plots, Kaggle, one-hot encoding

Reproducible Models with Weights & Biases

Apr 01

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

Creating 3D Meshes with Neural ODEs

Mar 31

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

Visualize Failure - Debugging with Model Activations

Mar 29

Intermediate, NLP, fastai, Tutorial, GPT, Panels, Plots, TinyShakespeare

Training Devanagari Language Models on TPU using Hugging Face and PyTorch

Darshan Deshpande

Mar 26

Intermediate, NLP, Language Understanding, HuggingFace, PyTorch, Experiment, Research, DistilBERT, Plots

One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing

Mar 25

Intermediate, Video, GenAI, Research, GAN, TMP

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

What's the Optimal Batch Size to Train a Neural Network?

Mar 23

Beginner, Domain Agnostic, Tutorial, Panels, Plots, Sweeps

Exploring Adaptive Gradient Clipping and NFNets

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

Automating Animations with the Help of Robust In-Betweening

Mar 16

Intermediate, Computer Vision, Research, RTN, Panels, Plots, LaFAN1

Predicting Diabetes Mellitus

Andrada Olteanu

Mar 15

Intermediate, Tabular, Tutorial, Panels, Plots, Kaggle, Health Care

Understanding what works (and why) in Deep Metric Learning

Mar 15

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

Real Time Social Distance Detector

Piyush Thakur, Sudarshana Dutta

Mar 08

Intermediate, Video, Object Detection, Keras, Experiment, COCO

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