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17 search results found

Dropblock ⭐ 408

Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.

Liteflownet2 ⭐ 230

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020

Modelnet40 C ⭐ 184

Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296

Single Image Dehazing Python ⭐ 87

python implementation of the paper: "Efficient Image Dehazing with Boundary Constraint and Contextual Regularization"

Neural Dream ⭐ 87

PyTorch implementation of DeepDream algorithm

Facial Keypoints Detection ⭐ 70

Speech2video ⭐ 35

Code for ACCV 2020 "Speech2Video Synthesis with 3D Skeleton Regularization and Expressive Body Poses"

Amp Regularizer ⭐ 25

Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021

Traj Pred Irl ⭐ 23

Official implementation of "Regularizing neural networks for future trajectory prediction via IRL framework" published in IET CV

Adareg Monodispnet ⭐ 15

Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)

Scaleable input gradient regularization

Visualdialog Pytorch ⭐ 13

Community Regularization of Visually Grounded Dialog https://arxiv.org/abs/1808.04359

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks

Deepexperiments ⭐ 9

TensorFlow/Keras experiments on computer vision and natural language processing

A C++ deep learning library for the construction and optimization of neural networks ranging from simple feedforward architectures to state-of-the-art convolutional ResNets and LSTMs.

Tenet_training ⭐ 6

This is an official pytorch implementation of 'Group-wise Inhibition based Feature Regularization for Robust Classification' (ICCV 2021 accepted paper). p.s.: The current repository is the version originally submitted to CMT as supplementary materials.

Tensornet ⭐ 5

A high-level deep learning library built on top of PyTorch.

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