IVCLab

Repositories

• Multistage_Pruning

  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
  Python BSD-3-Clause 0 2 0 0 Updated Oct 3, 2020

• Online-Face-Recognition-and-Authentication

  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 MIT 4 24 0 0 Updated Aug 7, 2020

• PAE

  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 pae emotion-recognition multi-task-learning lifelong-learning
  Python MIT 2 15 0 0 Updated Jul 28, 2020

• CPG

  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 cpg lifelong-learning
  Python BSD-3-Clause 7 44 2 0 Updated Jul 24, 2020

• Label_Reuse_Semisupervised

  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 BSD-3-Clause 1 2 0 0 Updated Jun 9, 2020

• BigGAN-Generator-Pretrained-Pytorch

  Pytorch implementation of BigGAN Generator with pretrained weights

  deep-neural-networks pytorch gan pytorch-gan biggan
  Python 2 30 0 0 Updated Jun 2, 2020

• Merging-MobileNets-for-Multitask

  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, 2020

• AdaLabelHash

  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 label-representations hash-codes deep-hash
  Python BSD-3-Clause 0 6 0 1 Updated May 6, 2020

• DeepPhotoCritic-ICCV17

  Forked from kunghunglu/DeepPhotoCritic-ICCV17

  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 3 7 0 0 Updated May 4, 2020

• NeuralMerger

  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 MIT 1 16 0 1 Updated May 4, 2020

• agegenderLMTCNN

  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 MIT 3 32 2 0 Updated Dec 20, 2019

• ConditionalGLO

  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 data-augmentation marine-species
  Python MIT 0 11 0 0 Updated Oct 23, 2018

• Sound20

  Sound Classification Dataset

  dataset vgg lenet sound-classification
  Python 2 8 0 0 Updated Oct 18, 2018

• Day_Night_dataset_list

  Collecting a list of dataset with day and night annotations

  dataset day-night-mode
  3 30 0 0 Updated Jul 30, 2018

• MVC

  Forked from MVC-Datasets/MVC

  MULTI-VIEW CLOTHING DATASET
  CSS 15 5 0 0 Updated Sep 30, 2017

• caffe-cvprw15

  Forked from kevinlin311tw/caffe-cvprw15

  ❤️☕ Deep Learning of Binary Hash Codes for Fast Image Retrieval (CVPRW15)
  C++ 222 5 0 0 Updated Aug 6, 2017

• GlobalSIP16-OWA

  Forked from kunghunglu/GlobalSIP16-OWA

  Image Aesthetuc Assessment via Deep Semantic Aggregation (GlobalSIP16)
  C++ 1 4 0 0 Updated May 26, 2017

• CARC

  Forked from bcsiriuschen/CARC

  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 42 4 0 0 Updated Apr 17, 2017

• CBR

  Forked from hueifang/CBR

  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 2 4 0 0 Updated Mar 20, 2017

• Caffe-DeepBinaryCode

  Forked from kevinlin311tw/Caffe-DeepBinaryCode

  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
  C++ 87 4 0 0 Updated Feb 20, 2017