garyzhao

Long Zhao's starred repositories

awesome-described-object-detection

A curated list of papers and resources related to Described Object Detection, Open-Vocabulary/Open-World Object Detection and Referring Expression Comprehension. Updated frequently and pull requests welcomed.

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HOI-Learning-List

A list of Human-Object Interaction Learning.

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v-coco

Hooks for VCOCO

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RU-Thesis-Dissertation-Latex-Template

The LaTeX template for Rutgers MS Thesis or PhD Dissertation

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Machine-Learning-Interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

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leetcode-linghu-templete

算法面试必备，推荐刷题网站www.lintcode.com。北大学霸的《LeetCode刷题模板》+V领取: jiuzhangfeifei

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clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

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CIPS

Official repository for the paper "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR2021, Oral)

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PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

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TransGAN

[NeurIPS‘2021] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

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taming-transformers

Taming Transformers for High-Resolution Image Synthesis

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SPADE

Semantic Image Synthesis with SPADE

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inr-gan

[CVPR 2021] Adversarial Generation of Continuous Images

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liif

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

Language:PythonBSD-3-Clause124500

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

Language:Jupyter NotebookApache-2.0402200

HCN-PrototypeLoss-PyTorch

Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)

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fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

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TCNActionRecognition

Skeleton based action recognition models with TCN variants for learning interpretable representation.

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HCN-pytorch

A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.

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data-science-interviews

Data science interview questions and answers

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sngan_projection

GANs with spectral normalization and projection discriminator

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CLUB

Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information

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Mutual-Information-Variational-Bounds

A Tensorflow implementation Mutual Information estimation methods

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Frozen-Graph-TensorFlow

Save, Load Frozen Graph and Run Inference From Frozen Graph in TensorFlow 1.x and 2.x

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dl-4-tsc

Deep Learning for Time Series Classification

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tensorflow-maml

TensorFlow 2.0 implementation of MAML.

Language:Jupyter NotebookApache-2.08400

DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

Language:PythonBSD-3-Clause79600

Beyond-Binary-Supervision-CVPR19

Official pytorch Implementation of Deep Metric Learning Beyond Binary Supervision, CVPR 2019

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smile-mi-estimator

PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"

Language:Jupyter NotebookMIT6800

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Language:PythonApache-2.096700