308 Open source projects that are alternatives of or similar to Shot

Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.

(AAAI2020)Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

🦄 State-of-the-Art Conversational AI with Transfer Learning

Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17

Deepfakes Video classification via CNN, LSTM, C3D and triplets

Finetuning any DNN for better embedding on neural search tasks

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

Alzheimer's Disease Prediction by using ResNet, AlexNet

Skin cancer classification using Inceptionv3

Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)

FPGA Deployable Fire Detection Model for Real-Time Video Surveillance Systems Using Convolutional Neural Networks

Official Pytorch implementation of CutMix regularizer

Almost any Image classification problem using pytorch

resources for the IBM Airlines Table-Question-Answering Benchmark

This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.

One Person, One Model, One World: Learning Continual User Representation without Forgetting

Materials of the AI Journey 2020 competition dedicated to the recognition of Peter the Great's manuscripts, https://ai-journey.ru/contest/task01

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

Code for Langer et al. "Domain Transfer for Semantic Segmentation of LiDAR Data using Deep Neural Networks", IROS, 2020.

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

Open Toolkit for Painless Object Detection

Persian Bert For Long-Range Sequences

Federated Learning Library: https://fedml.ai

Adversarial Discriminative Domain Adaptation in Chainer

High Quality Monocular Depth Estimation via Transfer Learning

🔭 Speaker diarization via transfer learning

Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

Code for paper "Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery", Ren et al., CVPR'18

Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020

Domain-Adversarial Neural Network in Tensorflow

Repository for Transfer Learning using Deep CNNs trained with synthetic images

Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Image Style Transfer" (http://www.atapour.co.uk/papers/CVPR2018.pdf).

Deep Learning: Image classification, feature visualization and transfer learning with Keras

Deep-learning seismic facies on state-of-the-art CNN architectures

Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

This is an official implementation for "Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising"(KDD2021).

NLP Paper

Genre Classification using Convolutional Neural Networks

A PyTorch Detectron codebase for domain adaptation of object detectors.

An easy to use open-source library for advanced Deep Learning and Natural Language Processing

Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

AU_Recognition based on CKPlus/CK database

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

NLU: domain-intent-slot; text2SQL

pytorch implementation of Domain-Adversarial Training of Neural Networks

Object classification with CIFAR-10 using transfer learning

Tensorflow Implementation of open set domain adaptation by backpropagation

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018

PyTorch implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

AutoDIAL Caffe Implementation

Gradients as Features for Deep Representation Learning

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

[CVPR 2020 VL3] The repository for meta fine-tuning in cross-domain few-shot learning.

ImageNet-R(endition) and DeepAugment

Repository of the paper "Generalizing Person Re-Identification by Camera-Aware Instance Learning and Cross-Domain Mixup"