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Xin Lai's Projects

advsemiseg icon advsemiseg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

am3 icon am3

Adaptive Cross-Modal Few-shot learning OSS code

analogy-finisher-and-word-similarity-calculator---natural-language-processing icon analogy-finisher-and-word-similarity-calculator---natural-language-processing

A project that develops an analogy finisher (predictor of final word in an analogy) by using various word embeddings as training (such as the GloVe and LexVex embeddings; which are not included here due to the size of the files). Mikolov's analogy dataset was used to test the model's accuracy in completing the analogies. Additionally, the most similar words (synonyms) and most dissimilar words (antonyms) were calculated using cosine similarity for a select number of words.

awesome_opensetrecognition_list icon awesome_opensetrecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

canet icon canet

The code for paper "CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning"

cs231n icon cs231n

斯坦福 cs231n 作业代码实践

datasketch icon datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++

deltaencoder icon deltaencoder

This is the tensorflow implementation for the paper "Delta-encoder: an effective sample synthesis method for few-shot object recognition" https://arxiv.org/abs/1806.04734

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

dexter icon dexter

Dexter is a framework that implements some popular algorithms and provides all the tools needed to develop any entity linking technique.

east icon east

A tensorflow implementation of EAST text detector

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