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Using W&B with DeepChem: Molecular Graph Convolutional Networks
Kevin Shen
Jul 26
Intermediate, Computer Vision, Molecule Generation, Experiment, GCN, Plots, Tables, Tox21, Health Care
SBX Robotics: Synthetic Training Data & Scene Composition with Tables
Artem @ SBX Robotics
Jul 20
Intermediate, Computer Vision, Object Detection, PyTorch, Experiment, R-CNN, Tables, Chum here
Tables Tutorial: Visualize Text Data & Predictions
Stacey Svetlichnaya
Jul 20
Intermediate, NLP, Text Generation, PyTorch, Experiment, W&B Meta, RNN, Tables, TinyShakespeare, Chum here
The Geometry of Deep Generative Image Models
Sayantan Das
Jul 15
Advanced, Computer Vision, GenAI, Research, GAN, Github, Panels, Plots
Is MLP-Mixer a CNN in Disguise?
Aman Arora
Jul 14
Intermediate, Computer Vision, Research, MLP
Bringing Back MLPs
Saurav Maheshkar
Jul 13
Intermediate, Computer Vision, Domain Agnostic, Classification, Research, MLP, Github
A Deep Dive into Neural Architecture Search Without Training (NASWOT)
Lukas Malik
Jul 09
Intermediate, Computer Vision, Classification, Experiment, Research, NASWOT, Panels
MLP-Mixer: An all-MLP Architecture for Vision
Saurav Maheshkar
Jul 08
Intermediate, Computer Vision, Experiment, MLP
Is ImageNet21k a Better Dataset for Transfer Learning in Steganalysis?
Yassine Yousfi
Jul 01
Intermediate, Computer Vision, Image manipulation, TIMM, Experiment, EfficientNet, Panels, Plots, ImageNet
Fine-Grained Image Classification (FGIC) with B-CNNs
Rajesh Shreedhar Bhat, Souradip Chakraborty
Jun 10
Intermediate, Computer Vision, Classification, PyTorch, Experiment, B-CNN, Panels, Plots, Slider, Kaggle
ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases
Aman Arora
May 31
Intermediate, Computer Vision, Research, ConViT, Github, ImageNet
How Nanit Improves and Develops Models
Nimrod Shabtay
May 20
Beginner, Computer Vision, Object Detection, Keras, Case Study, R-CNN, Panels, Plots, COCO
Gated Channel Transformation for Visual Recognition (CVPR 2020)
Manoj Manjhari
May 12
Intermediate, Computer Vision, Object Detection, Research, GCT, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training (ECCV 2020)
Avantika
May 06
Intermediate, Computer Vision, Object Detection, PyTorch, Research, CNN, Github, Panels, Plots, Slider, COCO, RC
Revisiting ResNets: Improved Training and Scaling Strategies
Aman Arora
May 04
Intermediate, Computer Vision, PyTorch, fastai, Research, ResNet, Github
Explained: Characterizing Signal Propagation to Close the Performance Gap in Unnormalized ResNets
Aman Arora
May 04
Intermediate, Computer Vision, Classification, PyTorch, Research, ResNet, Github
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing (CVPR 2020)
Manoj Manjhari
May 03
Intermediate, Computer Vision, Research, SPNets (Strip Pool), Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
Interventional Few-Shot Learning
Lukasz Bala
Apr 22
Intermediate, Domain Agnostic, Research, Github, Panels, Plots, ImageNet, RC
Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks
Laura R Edmondson, Anil Ozdemir
Apr 21
Intermediate, 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 Tan
Apr 21
Intermediate, Computer Vision, GenAI, OpenAI, Experiment, BigGAN, CLIP, GAN, Panels, Plots, CIFAR10, TMP
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