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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

Text Classification With AWS SageMaker, HuggingFace, and W&B
MorganAug 19Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial

Omnimatte: How to Detect Objects and Their Effects
Scott CondronAug 18Intermediate, Computer Vision, GenAI, Image manipulation, Video, Experiment, Github, Panels, Plots, Tables, TMP, Exemplary

How To Fine-Tune Hugging Face Transformers on a Custom Dataset
Ayush ThakurAug 17Beginner, NLP, Language Generation, Language Understanding, HuggingFace, Experiment, Tutorial, DistilBERT, Plots, Chum here, 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

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

Using Artifacts to Build an End to End ML Pipeline
Armand du Parc LocmariaAug 06Beginner, Computer Vision, Object Detection, Case Study, Github, Artifacts

Debugging a Self-Driving RC Car
Armand du Parc LocmariaAug 04Beginner, Computer Vision, Object Detection, Case Study, Panels, Plots, Autonomous Vehicles

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

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