Neural-Machine-TranslationSeveral basic neural machine translation models implemented by PyTorch & TensorFlow
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Pytorch Seq2seqTutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
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ConSSLPyTorch Implementation of SOTA SSL methods
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TadTREnd-to-end Temporal Action Detection with Transformer. [Under review for a journal publication]
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hydra-zenPythonic functions for creating and enhancing Hydra applications
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Cross-lingual-SummarizationZero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention
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MASTER-pytorchCode for the paper "MASTER: Multi-Aspect Non-local Network for Scene Text Recognition" (Pattern Recognition 2021)
Stars: ✭ 263 (+65.41%)
SegSwap(CVPRW 2022) Learning Co-segmentation by Segment Swapping for Retrieval and Discovery
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TokenLabelingPytorch implementation of "All Tokens Matter: Token Labeling for Training Better Vision Transformers"
Stars: ✭ 385 (+142.14%)
ru-dalleGenerate images from texts. In Russian
Stars: ✭ 1,606 (+910.06%)
Transformers-RLAn easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"
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trt pose handReal-time hand pose estimation and gesture classification using TensorRT
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Fast-AgingGANA deep learning model to age faces in the wild, currently runs at 60+ fps on GPUs
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temporal-sslVideo Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
Stars: ✭ 46 (-71.07%)
CharLMCharacter-aware Neural Language Model implemented by PyTorch
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vietnamese-robertaA Robustly Optimized BERT Pretraining Approach for Vietnamese
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sb-nmtCode for Synchronous Bidirectional Neural Machine Translation (SB-NMT)
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C3D-tensorflowAction recognition with C3D network implemented in tensorflow
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awesome-transformer-searchA curated list of awesome resources combining Transformers with Neural Architecture Search
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ViTs-vs-CNNs[NeurIPS 2021]: Are Transformers More Robust Than CNNs? (Pytorch implementation & checkpoints)
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nested-transformerNested Hierarchical Transformer https://arxiv.org/pdf/2105.12723.pdf
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VT-UNet[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation
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sisterSImple SenTence EmbeddeR
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TA3N[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)
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t5-japaneseCodes to pre-train Japanese T5 models
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capeContinuous Augmented Positional Embeddings (CAPE) implementation for PyTorch
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temporal-binding-networkImplementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch
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libaiLiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training
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bLVNet-TAMThe official Codes for NeurIPS 2019 paper. Quanfu Fan, Ricarhd Chen, Hilde Kuehne, Marco Pistoia, David Cox, "More Is Less: Learning Efficient Video Representations by Temporal Aggregation Modules"
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query-selectorLONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION
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densecapDense video captioning in PyTorch
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BMTSource code for "Bi-modal Transformer for Dense Video Captioning" (BMVC 2020)
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php-serializerSerialize PHP variables, including objects, in any format. Support to unserialize it too.
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sparsepropTemporal action proposals
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Ner Bert PytorchPyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
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seq2seq-pytorchSequence to Sequence Models in PyTorch
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fastT5⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
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transformerBuild English-Vietnamese machine translation with ProtonX Transformer. :D
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sparql-transformerA more handy way to use SPARQL data in your web app
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SSE-PTCodes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"
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R-MeNTransformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)
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pytorch-lr-schedulerPyTorch implementation of some learning rate schedulers for deep learning researcher.
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MiCT-Net-PyTorchVideo Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone
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BertvizTool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
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InsightRepository for Project Insight: NLP as a Service
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TransBTSThis repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).
Stars: ✭ 254 (+59.75%)
Relational Rnn PytorchAn implementation of DeepMind's Relational Recurrent Neural Networks in PyTorch.
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transformer-lsOfficial PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
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Transformer Temporal TaggerCode and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging
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hififaceUnofficial PyTorch Implementation for HifiFace (https://arxiv.org/abs/2106.09965)
Stars: ✭ 227 (+42.77%)