TitleStylistSource code for our "TitleStylist" paper at ACL 2020
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cosine-ood-detectorHyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity
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depth-map-predictionPytorch Implementation of Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
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ClusterTransformerTopic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.
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TailCalibXPytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
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ViNetViNet Pushing the limits of Visual Modality for Audio Visual Saliency Prediction
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tldrTLDR is an unsupervised dimensionality reduction method that combines neighborhood embedding learning with the simplicity and effectiveness of recent self-supervised learning losses
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Text-Classification-LSTMs-PyTorchThe aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.
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loc2vecPytorch implementation of the Loc2Vec with some modifications for speed
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nnDetectionnnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
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AdaSpeechAdaSpeech: Adaptive Text to Speech for Custom Voice
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triplet-loss-pytorchHighly efficient PyTorch version of the Semi-hard Triplet loss ⚡️
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Deep-Learning-PytorchA repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field
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PyTorchAn open source deep learning platform that provides a seamless path from research prototyping to production deployment
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pytorch-gansPyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN
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nlp classificationImplementing nlp papers relevant to classification with PyTorch, gluonnlp
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RandLA-Net-pytorch🍀 Pytorch Implementation of RandLA-Net (https://arxiv.org/abs/1911.11236)
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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"
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svae cf[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering
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MolDQN-pytorchA PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".
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DCAN[AAAI 2020] Code release for "Domain Conditioned Adaptation Network" https://arxiv.org/abs/2005.06717
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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.
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CheXpert-ChallengeCode for CheXpert Challenge 2019 Top 1 && Top 2 solution
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kg one2setCode for our ACL 2021 paper "One2Set: Generating Diverse Keyphrases as a Set"
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skillful nowcastingImplementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
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DAF3DDeep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound
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DocuNetCode and dataset for the IJCAI 2021 paper "Document-level Relation Extraction as Semantic Segmentation".
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SelfOrganizingMap-SOMPytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.
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ActiveSparseShifts-PyTorchImplementation of Sparse Shift Layer and Active Shift Layer (3D, 4D, 5D tensors) for PyTorch(CPU,GPU)
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DocTrThe official code for “DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction”, ACM MM, Oral Paper, 2021.
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SpinNet[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration
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Generative MLZSL[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning
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Magic-VNetVNet for 3d volume segmentation
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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!
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Relation-Network-PyTorchImplementation of Relation Network and Recurrent Relational Network using PyTorch v1.3. Original papers: (RN) https://arxiv.org/abs/1706.01427 (RRN): https://arxiv.org/abs/1711.08028
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nvaeAn unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》
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MobileHumanPoseThis repo is official PyTorch implementation of MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices(CVPRW 2021).
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onnOnline Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
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tfvaegan[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL
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NGCF-PyTorchPyTorch Implementation for Neural Graph Collaborative Filtering
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ElasticFaceOfficial repository for ElasticFace: Elastic Margin Loss for Deep Face Recognition
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cycleGAN-PyTorchA clean and lucid implementation of cycleGAN using PyTorch
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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.
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DualStudentCode for Paper ''Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning'' [ICCV 2019]
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photometric optimizationPhotometric optimization code for creating the FLAME texture space and other applications
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Walk-TransformerFrom Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)
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ConvLSTM-PyTorchConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
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SPANSemantics-guided Part Attention Network (ECCV 2020 Oral)
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keyphrase-generation-rlCode for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"
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