Pinned Repositories
ASG
Open category classification by adversarial sample generation
CNN_airplane-lake_classify
Classification of satellite images using CNN
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.
Image_Classification
KERAS: Unimodal(RGB) and Multimodal(RGB, NIR) image classification
Multimodal-autoencoder-for-breast-cancer
Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data
multimodal-classification
multimodal-classification-1
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
Alabenba's Repositories
Alabenba/ASG
Open category classification by adversarial sample generation
Alabenba/Deep-Learning-Framework-for-Multi-modal-Product-Classification
Code repository for Rakuten Data Challenge : Multimodal Product Classification and Retrieval .
Alabenba/EDSR-tensorflow2
EDSR implementation in tensorflow 2
Alabenba/GAN-RNN_Timeseries-imputation
Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
Alabenba/multimodal-classification-1
Alabenba/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
Alabenba/opennet
Code for research paper "Learning a Neural Network based Representation for Open Set Recognition" M. Hassen, P. K. Chan
Alabenba/tensorflow-nlp
Building blocks for NLP and Text Generation in TensorFlow 2.x / 1.x
Alabenba/tf-hrnet
tensorflow implementation for "High-Resolution Representations for Labeling Pixels and Regions"
Alabenba/vision
Datasets, Transforms and Models specific to Computer Vision
Alabenba/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)
Alabenba/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
Alabenba/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.
Alabenba/centerNet-deep-sort
realtime multiple people tracking (centerNet based person detector + deep sort algorithm with pytorch)
Alabenba/cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
Alabenba/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
Alabenba/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
Alabenba/DTC
"Learning to Discover Novel Visual Categories via Deep Transfer Clustering" by Kai Han, Andrea Vedaldi, Andrew Zisserman (ICCV 2019)
Alabenba/End2End_GAN
Conditional GAN based End-to-End Communication System
Alabenba/Incremental-Multiclass-Open-set-Audio-Recognition
Alabenba/Keras-Multi-Label-Image-Classification
Keras- Multi Label Image Classification
Alabenba/leaf
Leaf: A Benchmark for Federated Settings
Alabenba/OCDVAEContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
Alabenba/OSDN-1
Keras implementation for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016
Alabenba/plotoptix
Data visualisation in Python based on OptiX 7.2 ray tracing framework.
Alabenba/rdosr
Representative-Discriminative Open-set Recognition
Alabenba/Signal_detection_OFDMPowerofDNN
MATLAB demonstration for the paper 'Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems'
Alabenba/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
Alabenba/TensorFlow2.0-Examples
🙄 Difficult algorithm, simple code.
Alabenba/TSP_CL