Yi-Chen (Howard) Lo's repositories

papernotes

My personal notes and surveys on DL, CV and NLP papers.

pytorch-seq2seq-example

Fully batched seq2seq example based on practical-pytorch, and more extra features.

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CLCC-CVPR21

An official TensorFlow implementation of “CLCC: Contrastive Learning for Color Constancy” accepted at CVPR 2021.

Kaggle-Quora-Question-Pairs

This is our team's solution report, which achieves top 10% (305/3307) in this competition.

grammar-pattern

Extract and align grammar patterns from English sentences.

NTHU-Machine-Learning

NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.

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Digestant

Modules for effectively digesting data from Twitter and Reddit using ML, NLP and statistics.

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ImageNet2COCO

A demo for mapping class labels from ImageNet to COCO.

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NTHU-Computer-Vision

NTHU CS6550 Computer Vision slides and my code solutions for fall semester 2016.

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NTHU-CEDL2017-HW1-Deep-Classfication

TensorFlow implementation of two-stream VGG-16 net for object classfication in video frames

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allennlp

An open-source NLP research library, built on PyTorch.

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errant

Modified ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences. See the section "Difference between this repo and the original one".

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OpenNMT-py

Open Source Neural Machine Translation in PyTorch

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truecaser

Modified Language independent truecaser in Python. (Support Python 3.x)

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awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

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awesome-meta-learning

A curated list of Meta-Learning resources/papers.

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awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

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awsome-domain-adaptation

A collection of AWESOME things about domian adaptation

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BalancedMSE

[CVPR 2022 Oral] Balanced MSE for Imbalanced Visual Regression

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disentangled-representation-papers

A curated list of research papers related to learning disentangled representations

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Domain-generalization

All about domain generalization

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m2scorer

MaxMatch (M^2) Scorer - Evaluation program for grammatical error correction systems.

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ml-contests-conf

ML and DL related contests, competitions and conference challenges.

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NTHU-CEDL2017-HW2-MDPs

The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU

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NTHU-CEDL2017-HW3-Policy-Gradient

The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU

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One-Shot-Object-Detection

Implementation of One-Shot Object Detection with Co-Attention and Co-Excitation in Pytorch

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synthetic-chart

Code to generate style-enriched chart images and annotations based on Matplotlib and Seaborn.

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tpu

Reference models and tools for Cloud TPUs.

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