Official repository of the "Fine-grained Key-Value Memory Enhanced Predictor for Video Representation Learning" (ACM MM 2023)
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Updated
Mar 20, 2024 - Python
Official repository of the "Fine-grained Key-Value Memory Enhanced Predictor for Video Representation Learning" (ACM MM 2023)
Code for PaperRobot: Incremental Draft Generation of Scientific Ideas
Repository containing implementation of Memory Networks neural net architecture (Predecessor of transformer architecture)
all kinds of text classification models and more with deep learning
Repository for the paper "Graph Convolutional Networks for Traffic Forecasting with Missing Values" in DMKD'22
Code for Limbacher, T., Özdenizci, O., & Legenstein, R. (2022). Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity. arXiv preprint arXiv:2205.11276.
BossNet: Disentangling Language and Knowledge in Task Oriented Dialogs
This repository contains materials and course projects during attending the Intelligent Systems Course, for more detailed information please have a look at my Final_Report files which have been separately uploaded for each of the projects and consist of all required information about the implementations, analyses, and anything else you may conce…
Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks
Learning Temporal Interaction Graph Embedding via Coupled Memory Networks (WWW-2020)
Key-Value Memory Networks in PyTorch
A minimal implementation of NTM with detailed explanation
Re-implementation of Memory Networks (MemNN) paper of Facebook AI Research Lab.
Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.
Dynamic Dynamic Topic-Discourse Memory Networks (DTDMN)
Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)
Recurrent Neural Networks and their fun little usage
An implementation of Factoid Question Answering presented in Large-scale Simple Question Answering with Memory Networks
Source code for the paper A Memory-Augmented Neural Model for Automated Grading
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