PL's repositories

Non-local_pytorch

Implementation of Non-local Block.

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Robustness-Aware-Pruning-ADMM

Code release for "Adversarial Robustness vs Model Compression, or Both?"

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visualbert

Code for the paper "VisualBERT: A Simple and Performant Baseline for Vision and Language"

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dataset-distillation

Dataset Distillation

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ANN

semantic segmentation,pytorch,non-local

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Self-Correction-Human-Parsing

An out-of-box human parsing representation extractor. This is also the CVPR2019 3rd LIP challenge winner solution!

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edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCVW 2019 https://arxiv.org/abs/1901.00212

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pde-surrogate

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

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InGAN

Official code for the paper "InGAN: Capturing and Retargeting the DNA of a Natural Image"

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awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

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ReferringExpressions

Pytorch implementations of referring expression networks

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lang2seg

Referring Expression Object Segmentation with Caption-Aware Consistency, BMVC 2019

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higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

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hackaway

books, projects and memos

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irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

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learn2learn

PyTorch Meta-learning Framework for Researchers

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VSE-C

[COLING 2018] Learning Visually-Grounded Semantics from Contrastive Adversarial Samples.

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DA

Unsupervised Domain Adaptation Papers and Code

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Person_reID_baseline_pytorch

A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

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GENTRL

Generative Tensorial Reinforcement Learning (GENTRL) model

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matting_human_datasets

人像matting数据集,包含34427张图像和对应的matting结果图。

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the-story-of-heads

This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned"

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ARN

Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding

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image-to-image-papers

🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)

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AutoGAN

[ICCV 2019] AutoGAN: Neural Architecture Search for Generative Adversarial Networks

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DG-Net

CVPR2019 Joint Discriminative and Generative Learning for Person Re-identification

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TRN-pytorch

Temporal Relation Networks

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graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

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tpu

Reference models and tools for Cloud TPUs.

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TCAE

Self-supervised Representation Learning from Videos for Facial Action Unit Detection

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