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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
Omnimatte: How to Detect Objects and Their Effects
Scott CondronAug 18Intermediate, Computer Vision, GenAI, Image manipulation, Video, Experiment, Github, Panels, Plots, Tables, TMP, Exemplary
Meta Dropout: Learning to Perturb Latent Features for Better Generalization
Joel JosephAug 12Intermediate, Computer Vision, Classification, Research, Github, Panels, Plots, Sweeps, ImageNet, Omniglot, RC
Reproducible spaCy NLP Experiments with Weights & Biases
Scott CondronAug 11Intermediate, NLP, NER, HuggingFace, spaCy, Experiment, Tutorial, W&B Meta, Artifacts, Panels, Plots, Sweeps, Tables
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
DALL-E Mini Explained
Boris Dayma, Suraj Patil, Pedro Cuenca, Khalid Saifullah, Tanishq Abraham, Phúc Lê, Luke, Ritobrata GhoshAug 03Intermediate, Computer Vision, GenAI, OpenAI, Experiment, DALL-E, Panels, Plots, Sweeps, Tables, ImageNet, Large Models
AlphaFold-ed Proteins in W&B Tables
Charles Frye, Stacey SvetlichnayaJul 29Intermediate, Computer Vision, Molecule Generation, Experiment, Tables, Uniprot, Large Models, Health Care
Using W&B with DeepChem: Molecular Graph Convolutional Networks
Kevin ShenJul 26Intermediate, Computer Vision, Molecule Generation, Experiment, GCN, Plots, Tables, Tox21, Health Care
Tables Tutorial: Recreating Whale Melodies on Orchestral Instruments
Stacey SvetlichnayaJul 22Intermediate, Audio, Music Generation, Keras, Experiment, Tables, Chum here
SBX Robotics: Synthetic Training Data & Scene Composition with Tables
Artem @ SBX RoboticsJul 20Intermediate, Computer Vision, Object Detection, PyTorch, Experiment, R-CNN, Tables, Chum here
Tables Tutorial: Visualize Text Data & Predictions
Stacey SvetlichnayaJul 20Intermediate, NLP, Text Generation, PyTorch, Experiment, W&B Meta, RNN, Tables, TinyShakespeare, Chum here
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