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Funnel Activation for Visual Recognition (CVPR 2020)
Manoj Manjhari
May 18
Intermediate, Computer Vision, Classification, Object Detection, Research, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR-100, CIFAR10
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
An Introduction to Attention
Aritra Roy Gosthipaty, Devjyoti Chakraborty
May 11
Beginner, NLP, Tutorial, Panels, Plots
Kaggle's MMLM 2021-NCAAW-Spread
Ruchi Bhatia
May 10
Beginner, Tabular, scikit-learn, Tutorial, Github, Panels, Plots, Kaggle
Lyft's High-Capacity End-to-End Camera-Lidar Fusion for 3D Detection
Weights & Biases Case Studies
May 10
Advanced, 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)
Avantika
May 06
Intermediate, Computer Vision, Object Detection, PyTorch, Research, CNN, Github, Panels, Plots, Slider, COCO, RC
Sentiment Analysis with Bag of Tricks
Devjyoti Chakraborty, Piyush Thakur
May 06
Beginner, NLP, Sentiment Analysis, Research, Panels, Plots
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
NeRF – Representing Scenes as Neural Radiance Fields for View Synthesis
Lavanya Shukla
May 02
Intermediate, Computer Vision, Image manipulation, Experiment, Panels, Plots, Sweeps, TMP
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
On the Relationship Between Self-Attention and Convolutional Layers
Nishant Prabhu, Mukund Varma T
Apr 14
Intermediate, Computer Vision, Classification, PyTorch, Research, Github, Panels, Plots, CIFAR10, RC
ReLU vs. Sigmoid Function in Deep Neural Networks
Ayush Thakur
Apr 13
Beginner, Domain Agnostic, Tutorial, Plots
What Do Compressed Deep Neural Networks Forget?
Saurav Maheshkar
Apr 09
Intermediate, Computer Vision, Object Detection, Research, ResNet, Panels, Plots
La-MAML: Look-ahead Meta Learning for Continual Learning
Joel Joseph
Apr 06
Intermediate, Computer Vision, Object Detection, Research, Plots, CIFAR-100, ImageNet, MNIST, RC
Speaker Verification and GAN Face Detection
Max L
Apr 05
Intermediate, Audio, Computer Vision, GenAI, Speech Recognition, PyTorch Lightning, Research, CNN, ResNet, Panels, Parameter Importance, Plots, Sweeps
How One-Hot Encoding Improves Machine Learning Performance
Ayush Thakur
Apr 02
Beginner, Domain Agnostic, Tutorial, Plots, Kaggle, one-hot encoding
Reproducible Models with Weights & Biases
Diganta Misra
Apr 01
Intermediate, Domain Agnostic, W&B Meta, ResNet, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, RC
Visualize Failure - Debugging with Model Activations
Morgan
Mar 29
Intermediate, NLP, fastai, Tutorial, GPT, Panels, Plots, TinyShakespeare
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