Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Controllable Multi-Character Psychology-Oriented Story Generation

Oct 11, 2020
Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du

* Accepted by CIKM2020 

  Access Paper or Ask Questions

Introspective Learning by Distilling Knowledge from Online Self-explanation

Sep 19, 2020
Jindong Gu, Zhiliang Wu, Volker Tresp

* 15th Asian Conference on Computer Vision (ACCV) 2020 

  Access Paper or Ask Questions

ARCADe: A Rapid Continual Anomaly Detector

Aug 10, 2020
Ahmed Frikha, Denis Krompaß, Volker Tresp


  Access Paper or Ask Questions

PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Embeddings

Jul 30, 2020
Mehdi Ali, Max Berrendorf, Charles Tapley Hoyt, Laurent Vermue, Sahand Sharifzadeh, Volker Tresp, Jens Lehmann


  Access Paper or Ask Questions

PyKEEN 1.0: A Python Library for Training and Evaluating Knowledge Graph Emebddings

Jul 28, 2020
Mehdi Ali, Max Berrendorf, Charles Tapley Hoyt, Laurent Vermue, Sahand Sharifzadeh, Volker Tresp, Jens Lehmann


  Access Paper or Ask Questions

Integrating Logical Rules Into Neural Multi-Hop Reasoning for Drug Repurposing

Jul 10, 2020
Yushan Liu, Marcel Hildebrandt, Mitchell Joblin, Martin Ringsquandl, Volker Tresp

* Accepted at the ICML 2020 Workshop Graph Representation Learning and Beyond (GRL+) 

  Access Paper or Ask Questions

Few-Shot One-Class Classification via Meta-Learning

Jul 08, 2020
Ahmed Frikha, Denis Krompaß, Hans-Georg Köpken, Volker Tresp


  Access Paper or Ask Questions

Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score

Jul 02, 2020
Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp


  Access Paper or Ask Questions

Scene Graph Reasoning for Visual Question Answering

Jul 02, 2020
Marcel Hildebrandt, Hang Li, Rajat Koner, Volker Tresp, Stephan G√ľnnemann

* ICML Workshop Graph Representation Learning and Beyond (GRL+) 

  Access Paper or Ask Questions

Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework

Jun 23, 2020
Mehdi Ali, Max Berrendorf, Charles Tapley Hoyt, Laurent Vermue, Mikhail Galkin, Sahand Sharifzadeh, Asja Fischer, Volker Tresp, Jens Lehmann


  Access Paper or Ask Questions

Relation Transformer Network

Apr 13, 2020
Rajat Koner, Poulami Sinhamahapatra, Volker Tresp


  Access Paper or Ask Questions

Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs

Mar 31, 2020
Zhen Han, Yuyi Wang, Yunpu Ma, Stephan G√ľnnemann, Volker Tresp

* Workshop on learning with temporal point processes, NeurIPS 2019 

  Access Paper or Ask Questions

The Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs

Mar 30, 2020
Zhen Han, Yuyi Wang, Yunpu Ma, Stephan Gu√ľnnemann, Volker Tresp

* Workshop on learning with temporal point processes, NeurIPS 2019 

  Access Paper or Ask Questions

Causal Inference under Networked Interference

Feb 20, 2020
Yunpu Ma, Yuyi Wang, Volker Tresp


  Access Paper or Ask Questions

Interpretable and Fair Comparison of Link Prediction or Entity Alignment Methods with Adjusted Mean Rank

Feb 17, 2020
Max Berrendorf, Evgeniy Faerman, Laurent Vermue, Volker Tresp


  Access Paper or Ask Questions

The Tensor Brain: Semantic Decoding for Perception and Memory

Feb 10, 2020
Volker Tresp, Sahand Sharifzadeh, Dario Konopatzki, Yunpu Ma


  Access Paper or Ask Questions

Mutual Information-based State-Control for Intrinsically Motivated Reinforcement Learning

Feb 05, 2020
Rui Zhao, Volker Tresp, Wei Xu

* 12 pages, 8 figures 

  Access Paper or Ask Questions

Search for Better Students to Learn Distilled Knowledge

Jan 30, 2020
Jindong Gu, Volker Tresp

* 24th European Conference on Artificial Intelligence (ECAI), 2020 

  Access Paper or Ask Questions

Active Learning for Entity Alignment

Jan 24, 2020
Max Berrendorf, Evgeniy Faerman, Volker Tresp


  Access Paper or Ask Questions

Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs

Jan 09, 2020
Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp

* AAAI 2019 Fall Symposium Series. arXiv admin note: substantial text overlap with arXiv:2001.00461 

  Access Paper or Ask Questions

Quantum Machine Learning Algorithm for Knowledge Graphs

Jan 04, 2020
Yunpu Ma, Yuyi Wang, Volker Tresp


  Access Paper or Ask Questions

Reasoning on Knowledge Graphs with Debate Dynamics

Jan 02, 2020
Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp

* AAAI-2020 

  Access Paper or Ask Questions

Neural Network Memorization Dissection

Nov 21, 2019
Jindong Gu, Volker Tresp

* Workshop on Machine Learning with Guarantees, NeurIPS 2019 

  Access Paper or Ask Questions

Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned

Nov 19, 2019
Max Berrendorf, Evgeniy Faerman, Valentyn Melnychuk, Volker Tresp, Thomas Seidl


  Access Paper or Ask Questions

Improving the Robustness of Capsule Networks to Image Affine Transformations

Nov 18, 2019
Jindong Gu, Volker Tresp


  Access Paper or Ask Questions

Walking the Tightrope: An Investigation of the Convolutional Autoencoder Bottleneck

Nov 18, 2019
Ilja Manakov, Markus Rohm, Volker Tresp

* code available at https://github.com/YmouslyAnon/WalkingTheTightrope 

  Access Paper or Ask Questions

Contextual Prediction Difference Analysis

Oct 21, 2019
Jindong Gu, Volker Tresp


  Access Paper or Ask Questions

Semantics for Global and Local Interpretation of Deep Neural Networks

Oct 21, 2019
Jindong Gu, Volker Tresp


  Access Paper or Ask Questions

Push it to the Limit: Discover Edge-Cases in Image Data with Autoencoders

Oct 07, 2019
Ilja Manakov, Volker Tresp

* Accepted as a workshop paper at MEDNeurIPS 2019 

  Access Paper or Ask Questions