guoyang9/PELA

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10
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Python
License
Apache License 2.0
Created about 1 year ago
Updated 8 months ago

guoyang9/PELA

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PELA: Learning Parameter-Efficient Models with Low-Rank Approximation [CVPR 2024]

NCF

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

BPR-pytorch

A pytorch implementation for BPR (Bayesian Personalized Ranking).

NFM-pyorch

A pytorch implementation for He et al. Neural Factorization Machines for Sparse Predictive Analytics on SIGIR 2017.

A3NCF

Implementation for Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews.

ALSTP

Implementation for our TOIS paper --- Attentive Long Short-Term Preference Modeling for Personalized Product Search.

UnifER

Official implementation for the MM'22 paper.

TranSearch

Implementation for our MM'18 paper --- Multi-modal Preference Modeling for Product Search.

LXMERT-VQACP

This is an adaptation of LXMERT on both VQA-CP and VQA dataset.

AdaVQA

Implementation for our IJCAI-21 paper --- AdaVQA: Overcoming Language Priors with Adapted Margin Loss.

Relation-Fact-Detector

The Relation Fact Detector in 'R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering'.

vqa-prior

Implementation for our SIGIR 2019 paper --- Quantifying and Alleviating the Language Prior Problem in Visual Question Answering.

class-imbalance-VQA

Implementation for our TIP paper - Loss Re-scaling VQA: Revisiting the Language Prior Problem from a Class-imbalance View.

ELIP

Efficient language image pre-training

CF-PPS

Personalized product search with collaborative filtering and some typical baselines.

UNK-VQA

A VQA dataset that includes unanswerable questions [TPAMI 2024].