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Implementing CLIP With PyTorch Lightning
Manan GoelAug 17Articles, Computer Vision, CLIP, COCO, Experiment, Panels, Plots, Tables, Github, PyTorch Lightning
Graph Neural Networks (GNNs) with Learnable Structural and Positional Representations
Saurav MaheshkarFeb 24Intermediate, Computer Vision, Molecule Generation, Research, GNN, Github, Plots
How to Build a Robust Medical Model Using Weights & Biases
Aman AroraFeb 17Intermediate, Computer Vision, Classification, PyTorch, Experiment, W&B Meta, Github, Artifacts, Panels, Plots, Sweeps, Tables, Kaggle, Health Care, Exemplary
Optimizing Models with Quantization-Aware Training in Keras - Part II
Ishan DuttaJan 26Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle
Transfer Learning: Serial versus One-time Training
Maria RodriguezJan 21Intermediate, Computer Vision, Object Detection, Transfer Learning, PyTorch, fastai, Experiment, Github, Plots, COCO
Optimizing Models with Post-Training Quantization in Keras - Part I
Ishan DuttaJan 21Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle
Choosing a Model for Detecting Surgical Instruments
Maria RodriguezDec 13Intermediate, Computer Vision, Object Detection, Experiment, R-CNN, VFNet, Github, Plots, Health Care, YOLO
An Introduction to VAE-GANs
Shambhavi MishraDec 08Intermediate, Computer Vision, GenAI, Experiment, VAE-GAN, Github, Panels, Plots
iTAML: An Incremental Task-Agnostic Meta-learning Approach
Joel JosephOct 15Intermediate, Computer Vision, Classification, Research, iTAML, Github, Panels, Plots, Sweeps, CIFAR-100, CIFAR10, MNIST, RC
Backpropagated Gradient Representations for Anomaly Detection
Shambhavi MishraSep 23Intermediate, Computer Vision, Classification, Research, GradCon, Github, Plots, CIFAR10, MNIST, RC
Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)
Sachin MalhotraSep 14Intermediate, Computer Vision, Classification, Research, CNN, ResNet, Github, Plots, CIFAR-100, CIFAR10, ImageNet, RC
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR 2020)
Sachin MalhotraSep 09Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots, CIFAR10, 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 CoelhoAug 23Intermediate, Computer Vision, Classification, JAX, Research, ResNet, Github, Plots, CIFAR10, RC
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
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