AI^2 Lab

All

24 repositories

Online-Face-Recognition-and-Authentication
Public
Hsin-Rung Chou, Jia-Hong Lee, Yi-Ming Chan, and Chu-Song Chen, "Data-specific Adaptive Threshold for Face Recognition and Authentication," IEEE International Conference on Multimedia Information Processing and Retrieval, MIPR 2019
face-recognition online-registration face-authentication
Python
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MIT License
•15•76•0•2•Updated Jul 6, 2023Jul 6, 2023
CVS
Public
Continual Learning for Visual Search with Backward Consistent Feature Embedding, CVPR 2022 https://openaccess.thecvf.com/content/CVPR2022/papers/Wan_Continual_Learning_for_Visual_Search_With_Backward_Consistent_Feature_Embedding_CVPR_2022_paper.pdf
pytorch
Python
•1•16•0•0•Updated Jun 14, 2023Jun 14, 2023
DeepPhotoCritic-ICCV17
Public
Kuang-Yu Chang, Kung-Hung Lu, and Chu-Song Chen, "Aesthetic Critiques Generation for Photos," International Conference on Computer Vision, ICCV 2017, October 2017.
deep-neural-networks torch7 aesthetic-visual-analysis
Lua
•8•16•0•0•Updated Oct 11, 2022Oct 11, 2022
Part-Aware_Measurement_for_3D_Pose_Estimation_and_Tracking
Public
Hau Chu, Jia-Hong Lee, Yao-Chih Lee, Ching-Hsien Hsu, Jia-Da Li, Chu-Song Chen, "Part-Aware Measurement for Robust Multi-View Multi-Human 3D Pose Estimation and Tracking", CVPR Workshop, 2021
Python
•7•16•2•0•Updated Mar 11, 2022Mar 11, 2022
SemanticHash
Public
BSD 3-Clause "New" or "Revised" License
•0•2•0•0•Updated Feb 23, 2021Feb 23, 2021
NeuralMerger
Public
Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee, Chih-Yi Chiu, Chu-Song Chen, "Unifying and Merging Well-trained Deep Neural Networks for Inference Stage," International Joint Conference on Artificial Intelligence (IJCAI), 2018
deep-neural-networks tensorflow multi-task-learning efficient-inference cnn-compression unifying-and-merging-cnn multi-modal-learning
Python
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MIT License
•3•20•0•1•Updated Jan 30, 2021Jan 30, 2021
CondConvContinual
Public
Cheng-Hao Tu, Cheng-En Wu and Chu-Song Chen, "Extending Conditional Convolution Structures for Enhancing Multitasking Continual Learning," Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2020.
Python
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BSD 3-Clause "New" or "Revised" License
•0•14•0•0•Updated Jan 8, 2021Jan 8, 2021
CPG
Public
Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019
deep-neural-networks pytorch face-recognition emotion-recognition multi-task-learning lifelong-learning classification-model age-gender-cnn continual-learning cpg
Python
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BSD 3-Clause "New" or "Revised" License
•22•119•6•0•Updated Jan 8, 2021Jan 8, 2021
PAE
Public
Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chein-Hung Chen, Yi-Ming Chan and Chu-Song Chen. "Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning" 2019 ACM on International Conference on Multimedia Retrieval
deep-neural-networks tensorflow face-recognition emotion-recognition multi-task-learning lifelong-learning age-gender-cnn continual-learning age-gender-estimation pae
Python
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MIT License
•7•29•1•0•Updated Jan 8, 2021Jan 8, 2021
Multistage_Pruning
Public
Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," International Joint Conference on Neural Networks, IJCNN 2020, July 2020.
deep-neural-networks pytorch model-compression mobilenet efficient-inference channel-pruning network-pruning depthwise-separable-convolutions filter-pruning
Python
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BSD 3-Clause "New" or "Revised" License
•4•16•0•0•Updated Jan 8, 2021Jan 8, 2021
Label_Reuse_Semisupervised
Public
Tsung-Hung Hsieh, Jun-Cheng Chen, and Chu-Song Chen, "Label Reuse for Efficient Semi-Supervised Learning," IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, May 2020
deep-neural-networks pytorch semi-supervised-learning label-reuse
Python
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BSD 3-Clause "New" or "Revised" License
•2•2•0•0•Updated Jun 9, 2020Jun 9, 2020
BigGAN-Generator-Pretrained-Pytorch
Public
Pytorch implementation of BigGAN Generator with pretrained weights
deep-neural-networks pytorch gan pytorch-gan biggan
Python
•4•42•1•0•Updated Jun 2, 2020Jun 2, 2020
Merging-MobileNets-for-Multitask
Public
Cheng-En Wu, Yi-Ming Chan and Chu-Song Chen "On Merging MobileNets for Efficient Multitask Inference", International Symposium on High-Performance Computer Architecture(HPCA) on Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications(EMC2), 2019
deep-neural-networks tensorflow multi-task-learning mobilenet efficient-inference
Python
•0•10•0•0•Updated May 11, 2020May 11, 2020
AdaLabelHash
Public
Huei-Fang Yang, Cheng-Hao Tu, and Chu-Song Chen, "Adaptive Labeling for Hash Codes Learning via Neural Networks," IEEE International Conference on Image Processing, ICIP 2019, September 2019
deep-neural-networks tensorflow image-retrieval hash-code-generator deep-hash label-representations hash-codes
Python
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BSD 3-Clause "New" or "Revised" License
•0•7•0•1•Updated May 6, 2020May 6, 2020
agegenderLMTCNN
Public
Jia-Hong Lee, Yi-Ming Chan, Ting-Yen Chen, and Chu-Song Chen, "Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications," IEEE International Conference on Multimedia Information Processing and Retrieval, MIPR 2018
deep-neural-networks tensorflow android-application multi-task-learning efficient-inference mobile-application age-gender-cnn
Python
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MIT License
•3•40•2•0•Updated Dec 20, 2019Dec 20, 2019
ConditionalGLO
Public
Yi-Min Chou, Chien-Hung Chen, Keng-Hao Liu, and Chu-Song Chen, "Changing Background to Foreground: An Augmentation Method Based on Conditional Generative Network for Stingray Detection," IEEE International Conference on Image Processing, ICIP 2018, October 2018.
deep-neural-networks caffe tensorflow faster-rcnn object-detection marine-species marine-biology marine-data conditional-glo generative-latent-optimization
Python
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MIT License
•1•12•0•0•Updated Oct 23, 2018Oct 23, 2018
Sound20
Public
Sound Classification Dataset
sound-classification dataset vgg lenet
Python
•2•11•0•0•Updated Oct 18, 2018Oct 18, 2018
Day_Night_dataset_list
Public
Collecting a list of dataset with day and night annotations
day-night-mode dataset
5•43•0•0•Updated Jul 30, 2018Jul 30, 2018
MVC
Public
MULTI-VIEW CLOTHING DATASET
CSS
•16•5•0•0•Updated Sep 30, 2017Sep 30, 2017
caffe-cvprw15
Public
❤️☕ Deep Learning of Binary Hash Codes for Fast Image Retrieval (CVPRW15)
C++
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Other
•218•5•0•0•Updated Aug 6, 2017Aug 6, 2017
GlobalSIP16-OWA
Public
Image Aesthetuc Assessment via Deep Semantic Aggregation (GlobalSIP16)
C++
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Other
•2•4•0•0•Updated May 26, 2017May 26, 2017
CARC
Public
Bor-Chun Chen, Chu-Song Chen, Winston H. Hsu. Face Recognition using Cross-Age Reference Coding with Cross-Age Celebrity Dataset, IEEE Transactions on Multimedia, 2015.
deep-neural-networks caffe face-recognition age-estimation face-retrieval cacd
MATLAB
•41•4•0•0•Updated Apr 17, 2017Apr 17, 2017
CBR
Public
Huei-Fang Yang, Kevin Lin, Ting-Yen Chen, and Chu-Song Chen, "Cross-batch Reference Learning for Deep Retrieval," IEEE Transactions on Neural Networks and Learning Systems, 2019
deep-neural-networks caffe image-retrieval pycaffe matcaffe batch-learning-algorithms
MATLAB
•3•4•0•0•Updated Mar 20, 2017Mar 20, 2017
Caffe-DeepBinaryCode
Public
Huei-Fang Yang, Kevin Lin, and Chu-Song Chen, "Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks," IEEE Transactions on Pattern Analysis and Machine Intelligence, volume 40(2), pages 437 - 451, February 2018
deep-neural-networks caffe supervised-learning image-retrieval semantic-analysis deep-hashing hash-code-generator hash-codes deep-hash
C++
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Other
•83•4•0•0•Updated Feb 20, 2017Feb 20, 2017