0shot-classification

Zero-shot Intent Classification and Unknown Intent Detection

ae-1svm

Source code of Paper: Scalable and Interpretable One-class SVMs with Deep Learning and Random Fourier features

aekocplus_or_aakelmplus_or_aalssvmplus

alocc-cvpr2018

Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)

analysis-of-twin-svm-on-44-binary-datasets

analysis-of-twin-svm-on-46-multi_class-datasets

anogan

Tensorflow Implementation of AnoGAN (Anomaly GAN)

anomaly_detection

This repository contains all the codes related to the project 'Anomaly Detection in Surveillance Videos'. Codes related to model training, testing, summarization are present along with documentation. The project also uses an analysis method known as Grad-CAM which highlights regions of input, which played a role in the decision making of the model.

anomaly_detection_mthl

multi-view time-series hypersphere learning

awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-knowledge-distillation-1

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2020)。

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

aws-cv-task2vec

Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)

book

first commit

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (class-incremental learning on CIFAR-100; PyTorch code).

chandan-iiti.github.io

https://chandan-iiti.github.io/

chandan_phd_thesis-iiti

cifdm

Continual Multi-label Learning

cl-nmt

clear-osoc

CLEAR: Cumulative LEARning for one-shot one-class image recognition

clustersvdd

Cluster Support Vector Data Description

cnn-nlm

Nonlocal CNN SAR Image Despeckling

coca

Deep Contrastive One-Class Time Series Anomaly Detection

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

contrastive-predictive-coding-for-har

Implementation of Contrastive Predictive Coding for Human Activity Recognition

convmixer

cosda-hr

A dataset for Continual Open Set Domain Adaptation

ctrlbenchmark

Benchmark for Lifelong learning research

cumix

Official code for "Towards Recognizing Unseen Categories in Unseen Domains"