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On the Relationship Between Self-Attention and Convolutional Layers
Nishant Prabhu, Mukund Varma TApr 14Intermediate, Computer Vision, Classification, PyTorch, Research, Github, Panels, Plots, CIFAR10, RC
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
Diganta MisraApr 12Intermediate, Computer Vision, Object Detection, Research, CNN, Github, Panels, RC
What Do Compressed Deep Neural Networks Forget?
Saurav MaheshkarApr 09Intermediate, Computer Vision, Object Detection, Research, ResNet, Panels, Plots
La-MAML: Look-ahead Meta Learning for Continual Learning
Joel JosephApr 06Intermediate, Computer Vision, Object Detection, Research, Plots, CIFAR-100, ImageNet, MNIST, RC
Speaker Verification and GAN Face Detection
Max LApr 05Intermediate, Audio, Computer Vision, GenAI, Speech Recognition, PyTorch Lightning, Research, CNN, ResNet, Panels, Parameter Importance, Plots, Sweeps
Reproducible Models with Weights & Biases
Diganta MisraApr 01Intermediate, Domain Agnostic, W&B Meta, ResNet, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, RC
Training Devanagari Language Models on TPU using Hugging Face and PyTorch
Darshan DeshpandeMar 26Intermediate, NLP, Language Understanding, HuggingFace, PyTorch, Experiment, Research, DistilBERT, Plots
Rigging the Lottery: Making All Tickets Winners
Rajat Vadiraj Dwaraknath, Varun SundarMar 24Intermediate, Computer Vision, NLP, Classification, Language Understanding, PyTorch, Research, ResNet, Github, CIFAR-100, CIFAR10, RC
Reformer: The Efficient Transformer
Morgan, Hallvar Gisnås, Arto, tyoc213, Priyank, Sheik Mohamed Imran, Dean PMar 24Intermediate, NLP, fastai, Research, Github, Panels, Plots, TinyShakespeare, RC
Exploring Adaptive Gradient Clipping and NFNets
Ayush ThakurMar 18Intermediate, Computer Vision, Object Detection, Research, NFNet, ResNet, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, Normalization
Getting Started with Numerai Signals: Sentiment Analysis
Carlo LepelaarsMar 01Beginner, NLP, Language Understanding, Sentiment Analysis, Tutorial, FinBERT, Kaggle
How to Evaluate GANs using Frechet Inception Distance (FID)
Ayush ThakurJan 20Intermediate, Computer Vision, GenAI, Keras, Experiment, GAN, Panels, Plots, Slider
Can Apple’s M1 Help You Train Models Faster & Cheaper Than NVIDIA’s V100?
Chris Van PeltJan 13Intermediate, Domain Agnostic, Hardware, Keras, Experiment, MobileNet v2, Panels, Plots, CIFAR10
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