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Graph Neural Networks (GNNs) with Learnable Structural and Positional Representations
Saurav MaheshkarFeb 24Intermediate, Computer Vision, Molecule Generation, Research, GNN, Github, Plots
PoE-GAN: Generating Images from Multi-Modal Inputs
Soumik RakshitFeb 09Computer Vision, GenAI, Keras, Experiment, PoE-GAN, Panels, Plots, Tables, TMP, Exemplary
Tables Tutorial: Visualize Data for Image Classification
Stacey SvetlichnayaJul 18Intermediate, Computer Vision, Classification, Keras, Experiment, W&B Meta, Tables, iNaturalist, Chum here
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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How Nanit Improves and Develops Models
Nimrod ShabtayMay 20Beginner, Computer Vision, Object Detection, Keras, Case Study, R-CNN, Panels, Plots, COCO
Funnel Activation for Visual Recognition (CVPR 2020)
Manoj ManjhariMay 18Intermediate, Computer Vision, Classification, Object Detection, Research, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
Gated Channel Transformation for Visual Recognition (CVPR 2020)
Manoj ManjhariMay 12Intermediate, Computer Vision, Object Detection, Research, GCT, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
Lyft's High-Capacity End-to-End Camera-Lidar Fusion for 3D Detection
Weights & Biases Case StudiesMay 10Advanced, Computer Vision, Object Detection, Semantic Segmentation, Case Study, Research, Plots, Autonomous Vehicles
Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training (ECCV 2020)
AvantikaMay 06Intermediate, Computer Vision, Object Detection, PyTorch, Research, CNN, Github, Panels, Plots, Slider, COCO, RC
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing (CVPR 2020)
Manoj ManjhariMay 03Intermediate, Computer Vision, Research, SPNets (Strip Pool), Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
II. Shopee Competition: Model Training with Pytorch x RAPIDS
Andrada OlteanuMay 03Intermediate, Computer Vision, Object Detection, PyTorch, Tutorial, Github, Kaggle
NeRF – Representing Scenes as Neural Radiance Fields for View Synthesis
Lavanya ShuklaMay 02Intermediate, Computer Vision, Image manipulation, Experiment, Panels, Plots, Sweeps, TMP
Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks
Laura R Edmondson, Anil OzdemirApr 21Intermediate, Computer Vision, OCR, Object Detection, Research, SNN, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, MNIST, RC
Image Generation Based on Abstract Concepts Using CLIP + BigGAN
Hao Hao TanApr 21Intermediate, Computer Vision, GenAI, OpenAI, Experiment, BigGAN, CLIP, GAN, Panels, Plots, CIFAR10, TMP
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
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