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Train, Optimize, Analyze, Visualize and Deploy Models for Automatic Speech Recognition with NVIDIA's NeMo

Apr 18

Audio, Speech Recognition, Tutorial, Advanced

Barbershop: Hair Transfer with GAN-Based Image Compositing Using Segmentation Masks

Apr 14

Articles, TMP, GAN, GenAI, Computer Vision, Advanced

Matrix Factorization from Scratch in JAX: Regularized SVD for Recommendation Systems

Feb 07

Advanced, Tabular, JAX, Experiment, Tutorial, Plots, Sweeps, MovieLens, Recommender Systems

The Reality Behind Optimization of Imaginary Variables - II

Darshan Deshpande

Oct 05

Advanced, Domain Agnostic, Keras, Experiment, Guide, Panels, Plots, Slider, MNIST

Using the PyTorch Profiler with W&B

Aug 24

Advanced, Domain Agnostic, PyTorch, Tutorial, W&B Meta, Tables, Exemplary

The Geometry of Deep Generative Image Models

Jul 15

Advanced, Computer Vision, GenAI, Research, GAN, Github, Panels, Plots

Inject Noise to Remove Noise: A Deep Dive into Score-Based Generative Modeling Techniques

Jun 29

Advanced, Domain Agnostic, Guide, Research, Github

Gym-μRTS: Toward Affordable Deep Reinforcement Learning Research in Real-Time Strategy Games

Costa Huang, Chris Bamford

Jun 14

Advanced, Reinforcement Learning, Gaming, OpenAI, Experiment, Research, Github, Panels, Plots, Slider

Offline Reinforcement Learning with Collaborative Datasets

Jun 10

Advanced, Reinforcement Learning, Experiment, Artifacts, Panels, Plots

The Reality Behind the Optimization of Imaginary Variables

Darshan Deshpande

Jun 08

Advanced, Domain Agnostic, Guide, Research

Lyft's High-Capacity End-to-End Camera-Lidar Fusion for 3D Detection

Weights & Biases Case Studies

May 10

Advanced, Computer Vision, Object Detection, Semantic Segmentation, Case Study, Research, Plots, Autonomous Vehicles

Topological Autoencoders

Apr 23

Advanced, Domain Agnostic

Creating 3D Meshes with Neural ODEs

Mar 31

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

Self Supervised Learning in Audio and Speech

Tulasi Ram Laghumavarapu

Jan 07

Advanced, Audio, Speech Recognition, Research

A Deep Dive Into the Transformer Architecture

Carlo Lepelaars

Jan 06

Advanced, NLP, Classification, PyTorch, Experiment

Measuring Mode Collapse in GANs Using Weights & Biases

Jul 23

Advanced, Computer Vision, GenAI, Research, GAN, Panels, Plots

Learning Dynamics of RNNs, and Memory Augmented RNNs

Jun 02

Advanced, NLP, PyTorch, Experiment, RNN, Github, Plots

DeepChem: Predicting Molecular Solubility With Weights & Biases

Stacey Svetlichnaya

May 29

Advanced, Computer Vision, scikit-learn, Experiment, Github, Panels, Plots, Sweeps, Health Care

Two Shots to Green Screen: Collage With Deep Learning

Stacey Svetlichnaya

May 14

Advanced, Computer Vision, Video, GenAI, Experiment, Research, Panels, Plots

Distributed Training in tf.Keras With Weights & Biases

Apr 09

Advanced, Domain Agnostic, Keras, Tutorial, MobileNet v2, Github, Plots, Distributed Training

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