Upcoming Paper Reading Sessions
Nov 2, 2021, 10am PT / 10:30pm IST: EfficientNets
Paper: [1905.11946] EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
Blog: EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks | Committed towards better future
Past Paper Reading Sessions
Oct 19, 2021, 10am PT / 10:30pm IST: Squeeze and Excitation Networks
Paper: [1709.01507] Squeeze-and-Excitation Networks
Blog: Squeeze and Excitation Networks Explained with PyTorch Implementation | Committed towards better future
Sep 21, 2021, 10am PT / 10:30pm IST: DenseNet
Paper: [1608.06993] Densely Connected Convolutional Networks
Blog: DenseNet Architecture Explained with PyTorch Implementation from TorchVision | Committed towards better future
Sep 08, 2021 1pm AEST: ResNet
Paper: [1512.03385] Deep Residual Learning for Image Recognition
Blog: fastbook/14_resnet.ipynb at master · fastai/fastbook · GitHub
Aug 25, 2021 9am AEST: MDETR with author Aishwarya Kamath
Paper: [2104.12763] MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding
Youtube: W&B Paper Reading Group: MDETR with author Aishwarya Kamath - YouTube
Aug 11, 2021 1pm AEST: DETR
Paper: [2005.12872] End-to-End Object Detection with Transformers
Youtube: W&B Paper Reading Group: DETR - YouTube
July 28, 2021 1pm AEST: CaiT
Paper: [2103.17239] Going deeper with Image Transformers
Youtube: W&B Paper Reading Group: CaiT - YouTube
July 14, 2021 1pm AEST: MLP-Mixer w/ special guest Dr. Habib
Paper: [2105.01601] MLP-Mixer: An all-MLP Architecture for Vision
Youtube: W&B Paper Reading Group: MDETR with author Aishwarya Kamath - YouTube
June 30, 2021 1pm AEST: EfficientNetV2
Paper: [2104.00298] EfficientNetV2: Smaller Models and Faster Training
Youtube: W&B Paper Reading Group: EfficientNetV2 - YouTube
June 16, 2021 1pm AEST: ConViT with author Stephane D’ascoli
Paper: [2103.10697] ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases
Youtube: W&B Paper Reading Group: ConViT - YouTube
June 09, 2021 1pm AEST: NF-ResNet
Paper: [2101.08692] Characterizing signal propagation to close the performance gap in unnormalized ResNets
Youtube: W&B Paper Reading Group: Nf-ResNet - YouTube