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Meta-Consolidation for Continual Learning (MERLIN)
Shambhavi MishraOct 08Intermediate, Computer Vision, Classification, Research, Plots, CIFAR10, ImageNet, MNIST
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
Meta Dropout: Learning to Perturb Latent Features for Better Generalization
Joel JosephAug 12Intermediate, Computer Vision, Classification, Research, Github, Panels, Plots, Sweeps, ImageNet, Omniglot, RC
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
Is ImageNet21k a Better Dataset for Transfer Learning in Steganalysis?
Yassine YousfiJul 01Intermediate, Computer Vision, Image manipulation, TIMM, Experiment, EfficientNet, Panels, Plots, ImageNet
La-MAML: Look-ahead Meta Learning for Continual Learning
Joel JosephApr 06Intermediate, Computer Vision, Object Detection, Research, Plots, CIFAR-100, ImageNet, MNIST, RC
An Overview of Instance Aware Image Colorization
Ayush ThakurNov 23Intermediate, Computer Vision, GenAI, Experiment, Research, Panels, COCO, ImageNet
Transfer Learning Using PyTorch Lightning
Ayush ThakurNov 18Intermediate, Computer Vision, Domain Agnostic, Classification, Transfer Learning, PyTorch Lightning, Tutorial, ResNet, Panels, Plots, Slider, ImageNet
Part 2: Deep Representations, a Way Towards Neural Style Transfer
Aritra Roy Gosthipaty, Devjyoti ChakrabortySep 22Intermediate, Computer Vision, GenAI, Experiment, Research, CNN, Github, Panels, Plots, Slider, ImageNet
Part 1: Deep Representations, a Way Towards Neural Style Transfer
Aritra Roy Gosthipaty, Devjyoti ChakrabortySep 21Intermediate, Computer Vision, GenAI, Experiment, Research, CNN, Github, Panels, Plots, Slider, ImageNet
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