RMNetRM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
Stars: ✭ 129 (+34.38%)
Keras-CIFAR10practice on CIFAR10 with Keras
Stars: ✭ 25 (-73.96%)
Chainer Cifar10Various CNN models for CIFAR10 with Chainer
Stars: ✭ 134 (+39.58%)
tfvaegan[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL
Stars: ✭ 107 (+11.46%)
ClusterTransformerTopic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
Stars: ✭ 36 (-62.5%)
TitleStylistSource code for our "TitleStylist" paper at ACL 2020
Stars: ✭ 72 (-25%)
sparsezooNeural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
Stars: ✭ 264 (+175%)
DocTrThe official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.
Stars: ✭ 202 (+110.42%)
fasterai1FasterAI: A repository for making smaller and faster models with the FastAI library.
Stars: ✭ 34 (-64.58%)
BankCard-RecognizerIdentifying numbers from bankcard, based on Deep Learning with Keras [China Software Cup 2019]
Stars: ✭ 74 (-22.92%)
nvaeAn unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》
Stars: ✭ 83 (-13.54%)
triplet-loss-pytorchHighly efficient PyTorch version of the Semi-hard Triplet loss ⚡️
Stars: ✭ 79 (-17.71%)
TailCalibXPytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
Stars: ✭ 32 (-66.67%)
Deep-Learning-PytorchA repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field
Stars: ✭ 59 (-38.54%)
FisherPruningGroup Fisher Pruning for Practical Network Compression(ICML2021)
Stars: ✭ 127 (+32.29%)
ViNetViNet Pushing the limits of Visual Modality for Audio Visual Saliency Prediction
Stars: ✭ 36 (-62.5%)
ATMC[NeurIPS'2019] Shupeng Gui, Haotao Wang, Haichuan Yang, Chen Yu, Zhangyang Wang, Ji Liu, “Model Compression with Adversarial Robustness: A Unified Optimization Framework”
Stars: ✭ 41 (-57.29%)
neural-compressorIntel® Neural Compressor (formerly known as Intel® Low Precision Optimization Tool), targeting to provide unified APIs for network compression technologies, such as low precision quantization, sparsity, pruning, knowledge distillation, across different deep learning frameworks to pursue optimal inference performance.
Stars: ✭ 666 (+593.75%)
torchpruneA research library for pytorch-based neural network pruning, compression, and more.
Stars: ✭ 133 (+38.54%)
gans-2.0Generative Adversarial Networks in TensorFlow 2.0
Stars: ✭ 76 (-20.83%)
DL.EyeSightMainly use SSD, YOLO and other models to solve the target detection problem in image and video !
Stars: ✭ 48 (-50%)
Generative MLZSL[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning
Stars: ✭ 37 (-61.46%)
skillful nowcastingImplementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
Stars: ✭ 117 (+21.88%)
depth-map-predictionPytorch Implementation of Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
Stars: ✭ 78 (-18.75%)
pcdarts-tf2PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.
Stars: ✭ 25 (-73.96%)
deep-blueberryIf you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
Stars: ✭ 17 (-82.29%)
numpy-cnnA numpy based CNN implementation for classifying images
Stars: ✭ 47 (-51.04%)
Deep-MVLMA tool for precisely placing 3D landmarks on 3D facial scans based on the paper "Multi-view Consensus CNN for 3D Facial Landmark Placement"
Stars: ✭ 71 (-26.04%)
DocuNetCode and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".
Stars: ✭ 84 (-12.5%)
AdaSpeechAdaSpeech: Adaptive Text to Speech for Custom Voice
Stars: ✭ 108 (+12.5%)
ActiveSparseShifts-PyTorchImplementation of Sparse Shift Layer and Active Shift Layer (3D, 4D, 5D tensors) for PyTorch(CPU,GPU)
Stars: ✭ 27 (-71.87%)
loc2vecPytorch implementation of the Loc2Vec with some modifications for speed
Stars: ✭ 40 (-58.33%)
LibtorchTutorialsThis is a code repository for pytorch c++ (or libtorch) tutorial.
Stars: ✭ 463 (+382.29%)
ResNet-50-CBAM-PyTorchImplementation of Resnet-50 with and without CBAM in PyTorch v1.8. Implementation tested on Intel Image Classification dataset from https://www.kaggle.com/puneet6060/intel-image-classification.
Stars: ✭ 31 (-67.71%)
DCGAN-CIFAR10A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image
Stars: ✭ 18 (-81.25%)
SPANSemantics-guided Part Attention Network (ECCV 2020 Oral)
Stars: ✭ 19 (-80.21%)
DCAN[AAAI 2020] Code release for "Domain Conditioned Adaptation Network" https://arxiv.org/abs/2005.06717
Stars: ✭ 27 (-71.87%)
GAN-LTH[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen
Stars: ✭ 24 (-75%)
Printed-Chinese-Character-OCRThis is a Chinese Character ocr system based on Deep learning (VGG like CNN neural net work),this rep include trainning set generating,image preprocesing,NN model optimizing based on Keras high level NN framwork
Stars: ✭ 21 (-78.12%)
deep-compressionLearning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
Stars: ✭ 156 (+62.5%)
pytorch-gansPyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN
Stars: ✭ 21 (-78.12%)
PyTorchAn open source deep learning platform that provides a seamless path from research prototyping to production deployment
Stars: ✭ 17 (-82.29%)
keyphrase-generation-rlCode for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"
Stars: ✭ 95 (-1.04%)
ResidualAttentionNetworkA Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
Stars: ✭ 104 (+8.33%)
cosine-ood-detectorHyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity
Stars: ✭ 30 (-68.75%)
TS3000 TheChatBOTIts a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.
Stars: ✭ 20 (-79.17%)
DualStudentCode for Paper ''Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning'' [ICCV 2019]
Stars: ✭ 106 (+10.42%)
kg one2setCode for our ACL 2021 paper "One2Set: Generating Diverse Keyphrases as a Set"
Stars: ✭ 58 (-39.58%)