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Pivotal Tuning for Latent-Based Editing of Real Images
Sayantan Das
Oct 06
Intermediate, Computer Vision, GenAI, Experiment, Tutorial, Github, Panels, Plots
The Reality Behind Optimization of Imaginary Variables - II
Darshan Deshpande
Oct 05
Advanced, Domain Agnostic, Keras, Experiment, Guide, Panels, Plots, Slider, MNIST
What Is Cross Entropy Loss? A Tutorial With Code
Saurav Maheshkar
Sep 29
Beginner, Domain Agnostic, Keras, PyTorch, Tutorial, Plots, Cross Entropy Loss, Exemplary
YOLOv5 Object Detection on Windows (Step-By-Step Tutorial)
Dave Davies
Sep 28
Beginner, Computer Vision, Object Detection, PyTorch, Tutorial, Plots, Chum here, Exemplary, YOLO
Backpropagated Gradient Representations for Anomaly Detection
Shambhavi Mishra
Sep 23
Intermediate, Computer Vision, Classification, Research, GradCon, Github, Plots, CIFAR10, MNIST, RC
Uncertainty-Guided Continual Learning With Bayesian Neural Networks
Shravan Nayak
Sep 22
Intermediate, Computer Vision, OCR, Research, Plots, MNIST, RC
Decision Trees: A Guide with Examples
Saurav Maheshkar
Sep 16
Beginner, Domain Agnostic, scikit-learn, Experiment, Tutorial, Plots, Iris, Exemplary
Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)
Sachin Malhotra
Sep 14
Intermediate, Computer Vision, Classification, Research, CNN, ResNet, Github, Plots, CIFAR-100, CIFAR10, ImageNet, RC
Using LSTM in PyTorch: A Tutorial With Examples
Saurav Maheshkar
Sep 10
Beginner, NLP, PyTorch, Tutorial, Plots, LSTM, Chum here, Articles
Named Entity Recognition with W&B and spaCy
Stacey Svetlichnaya
Sep 09
Intermediate, NLP, NER, OCR, spaCy, Experiment, Tutorial, W&B Meta, Plots, Tables, DeepForm, Exemplary
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR 2020)
Sachin Malhotra
Sep 09
Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots, CIFAR10, RC
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification
Animesh Gupta
Sep 03
Intermediate, Computer Vision, Classification, PyTorch, Research, Plots, RC
Tensorboard With Accelerators: A Guide
Saurav Maheshkar
Sep 02
Beginner, Domain Agnostic, Keras, Tutorial, Plots
Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets (CVPR 2020)
Abhay Puri
Sep 02
Intermediate, Computer Vision, Classification, Research, Plots, CIFAR-100, 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 Coelho
Aug 23
Intermediate, Computer Vision, Classification, JAX, Research, ResNet, Github, Plots, CIFAR10, RC
How to Fine-Tune BERT for Text Classification
akshay uppal
Aug 20
Intermediate, NLP, Classification, Tutorial, BERT, Panels, Plots, Sweeps, Tables, Kaggle, Exemplary, Large Models, LLM, Fine-tuning
Text Classification With AWS SageMaker, HuggingFace, and W&B
Morgan
Aug 19
Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial
Omnimatte: How to Detect Objects and Their Effects
Scott Condron
Aug 18
Intermediate, 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 Thakur
Aug 17
Beginner, 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 Joseph
Aug 12
Intermediate, Computer Vision, Classification, Research, Github, Panels, Plots, Sweeps, ImageNet, Omniglot, RC
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