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Sentiment Analysis with Bag of Tricks
Devjyoti Chakraborty, Piyush Thakur
May 06
Beginner, NLP, Sentiment Analysis, Research, Panels, Plots
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
II. Shopee Competition: Model Training with Pytorch x RAPIDS
Andrada Olteanu
May 03
Intermediate, Computer Vision, Object Detection, PyTorch, Tutorial, Github, Kaggle
I. Shopee Competition: EDA and Preprocessing
Andrada Olteanu
May 03
Beginner, Computer Vision, Object Detection, PyTorch, Tutorial, Github, Kaggle
NeRF – Representing Scenes as Neural Radiance Fields for View Synthesis
Lavanya Shukla
May 02
Intermediate, Computer Vision, Image manipulation, Experiment, Panels, Plots, Sweeps, TMP
An Introduction to HuggingFace's Accelerate Library
Aman Arora
Apr 27
Beginner, Domain Agnostic, HuggingFace, PyTorch, Tutorial, Github
Topological Autoencoders
Adrish Dey
Apr 23
Advanced, Domain Agnostic
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
What does it take to write a NeurIPS paper?
Krisha Mehta
Apr 20
Beginner, Domain Agnostic, Guide, Tutorial
How to Correctly Install TensorFlow Object Detection API
Ayush Thakur
Apr 18
Beginner, Computer Vision, Object Detection, Keras, Tutorial
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
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
Diganta Misra
Apr 12
Intermediate, Computer Vision, Object Detection, Research, CNN, Github, Panels, RC
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