Suzy's repositories
Deep-Learning-Framework-for-Multi-modal-Product-Classification
Code repository for Rakuten Data Challenge : Multimodal Product Classification and Retrieval .
EDSR-tensorflow2
EDSR implementation in tensorflow 2
GAN-RNN_Timeseries-imputation
Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
Multimodal-Image-Classifier
Image classifier for multimodal input (Image + non-Image features). Useful when we have additional data for images which may be useful for classification
tensorflow-nlp
Building blocks for NLP and Text Generation in TensorFlow 2.x / 1.x
AutoNovel
"Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Ehrhardt, Andrea Vedaldi, Andrew Zisserman (ICLR 2020)
awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
BERT-for-Sequence-Labeling-and-Text-Classification
This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.
centerNet-deep-sort
realtime multiple people tracking (centerNet based person detector + deep sort algorithm with pytorch)
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
Deep_Openset_Recognition_through_Uncertainty
PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Generative Classifiers? https://arxiv.org/abs/1908.09625
Dive-into-DL-TensorFlow2.0
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的同意
DTC
"Learning to Discover Novel Visual Categories via Deep Transfer Clustering" by Kai Han, Andrea Vedaldi, Andrew Zisserman (ICCV 2019)
End2End_GAN
Conditional GAN based End-to-End Communication System
Keras-Multi-Label-Image-Classification
Keras- Multi Label Image Classification
leaf
Leaf: A Benchmark for Federated Settings
OCDVAEContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
OSDN-1
Keras implementation for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016
plotoptix
Data visualisation in Python based on OptiX 7.2 ray tracing framework.
rdosr
Representative-Discriminative Open-set Recognition
Signal_detection_OFDMPowerofDNN
MATLAB demonstration for the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'
Taming-Stable-Diffusion-with-Human-Ranking-Feedback
This is the official repo for the paper "Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles", Tang et al. https://arxiv.org/abs/2303.03751
TensorFlow2.0-Examples
🙄 Difficult algorithm, simple code.