Network Slimming (Pytorch) (ICCV 2017)

Code for "Are labels necessary for neural architecture search"

JHU Thesis Template

JHU Dissertation LaTeX mwe

Codebase for Image Classification Research, written in PyTorch.

Standardizing weights to accelerate micro-batch training

Inferring and Executing Programs for Visual Reasoning

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Code release for Hu et al., Explainable Neural Computation via Stack Neural Module Networks. in ECCV, 2018

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

Differentiable architecture search for convolutional and recurrent networks

Inferring and Executing Programs for Visual Reasoning

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

"Neural 3D Mesh Renderer" (CVPR 2018) by H. Kato, Y. Ushiku, and T. Harada.

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks

Classification with PyTorch.

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Minima is a one-size-fits-all Jekyll theme for writers.

Code release for Hu et al. Learning to Reason: End-to-End Module Networks for Visual Question Answering. in ICCV, 2017

PyTorch Tutorial for Deep Learning Researchers

Convert resnet trained in caffe to pytorch model. (group norm resnet is provided too)

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

DeepLab-ResNet rebuilt in TensorFlow

📐 Jekyll theme for building a personal site, blog, project documentation, or portfolio.

UCLA LaTeX Thesis Template

UCLA Thesis LaTeX style