SUTD Visual Computing Group

All

17 repositories

awesome-generative-modeling-under-data-constraints
Public
A Comprehensive List of Works for Generative Modeling with Limited Data, Few Shots, and Zero Shot
generative-adversarial-network image-generation variational-autoencoder diffusion-models few-shot-image-generation generative-ai zero-shot-image-generation limited-data-image-generation
2•27•0•0•Updated Nov 26, 2024Nov 26, 2024
FairQueue
Public
JavaScript
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Other
•0•0•0•0•Updated Oct 25, 2024Oct 25, 2024
CLEAM
Public
JavaScript
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Other
•0•0•0•0•Updated Oct 9, 2024Oct 9, 2024
Re-thinking_MI
Public
[CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
gans celeba model-inversion-attacks ffhq model-augmentation pytorch
Python
•5•37•1•0•Updated Nov 12, 2023Nov 12, 2023
AdAM
Public template
Python
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MIT License
•1•0•0•0•Updated Jul 7, 2023Jul 7, 2023
sutd-visual-computing-group.github.io
Public
SCSS
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MIT License
•0•0•0•0•Updated May 29, 2023May 29, 2023
FairTL
Public
Python
•0•1•0•0•Updated Mar 12, 2023Mar 12, 2023
transferable-forensic-features
Public
[ECCV 2022: Oral] In this work, we discover that color is a crtical transferable forensic feature (T-FF) in universal detectors for detecting CNN-generated images.
image-forensics lrp median-test eccv2022 forensic-feature-relevance lrp-max-response transferable-forensic-features transferable-image-forensics color-robust-detectors pytorch
Python
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MIT License
•1•16•0•0•Updated Jan 25, 2023Jan 25, 2023
LS-KD-compatibility
Public
[ICML 2022] This work investigates the compatibility between label smoothing (LS) and knowledge distillation (KD). We suggest to use an LS-trained teacher with a low-temperature transfer to render high performance students.
machine-translation pytorch imagenet label-smoothing iwslt cub200-2011 systematic-diffusion knowledge-distillation
Python
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MIT License
•5•11•0•1•Updated Dec 8, 2022Dec 8, 2022
KML-Classification
Public
[NeurIPS 2021] Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning | PyTorch Implementation
Python
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MIT License
•0•8•1•0•Updated Nov 25, 2022Nov 25, 2022
multimodal-fisher-vector
Public
[ICASSP 2016] Dataset for egocentric activity recognition : "Egocentric Activity Recognition with Multimodal Fisher Vector"
dataset egocentric-activity-recognition icassp-2016
MIT License
•1•0•0•0•Updated Oct 9, 2021Oct 9, 2021
label-smoothing-multi-label-classification
Public
Label Smoothing Experiment for Multi-label classification using Pascal VOC 2012 dataset
Python
•1•4•0•0•Updated Sep 24, 2021Sep 24, 2021
Fourier-Discrepancies-CNN-Detection
Public
[CVPR 2021: Oral] In this work, we show that high frequency Fourier spectrum decay discrepancies are not inherent characteristics for existing CNN-based generative models.
pytorch dcgan gans fourier-transform cvpr2021 lsgan wgan-gp stargan pytorch-lightning fourier-spectrum-discrepancies
Python
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MIT License
•5•28•0•0•Updated Jun 12, 2021Jun 12, 2021
dag-gans
Public
Data Augmentation optimized for GAN
tensorflow pytorch gan dag data-augmentation cyclegan biggan
Python
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MIT License
•10•56•1•0•Updated Feb 1, 2021Feb 1, 2021
google-streetview-gis-stack
Public
This tool helps to generate Google Street View coverage maps by leveraging on Geographic Information System and Google Static Street View API
python r geographical-information-system google-streetview-api
Python
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MIT License
•0•4•0•0•Updated Jan 18, 2021Jan 18, 2021
research-reproducibility-guide-book
Public
This Guide book is written with the intention of helping researchers and engineers working in machine learning domains to publish reproducible research.
research-reproducibility machine-learning-research
0•3•0•0•Updated Jan 18, 2021Jan 18, 2021
tokyo_24-7_image_retrieval_annotations
Public
Annotated subset of Tokyo 24/7 Google Street View Dataset for Visual Geo-localization research. It consists of 16,000 dataset images and 49 distinct query locations taken at day/ evening/ night for a total of 147 query images.
datasets image-retrieval google-streetview visual-geo-localization
Python
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MIT License
•0•6•0•0•Updated Dec 3, 2020Dec 3, 2020