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Volker Tresp

Identifiers

  • name variant Volker Tresp 0.60 · backfill

Papers (25)

  1. Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents cs.LG · 2026 · author #6
  2. PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning cs.MA · 2026 · author #10
  3. WebArbiter: A Principle-Guided Reasoning Process Reward Model for Web Agents cs.AI · 2026 · author #5
  4. Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning cs.CL · 2025 · author #12
  5. Variational Quantum Circuit Model for Knowledge Graphs Embedding quant-ph · 2019 · author #2
  6. Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions cs.CL · 2018 · author #3
  7. Improving Information Extraction from Images with Learned Semantic Models cs.AI · 2018 · author #3
  8. Embedding Models for Episodic Knowledge Graphs cs.AI · 2018 · author #2
  9. Tensor Decompositions for Modeling Inverse Dynamics cs.LG · 2017 · author #2
  10. Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent Neural Networks cs.LG · 2017 · author #3
  11. The Tensor Memory Hypothesis cs.AI · 2017 · author #1
  12. Tensor-Train Recurrent Neural Networks for Video Classification cs.CV · 2017 · author #3
  13. Predictive Clinical Decision Support System with RNN Encoding and Tensor Decoding cs.LG · 2016 · author #6
  14. Relational Models cs.AI · 2016 · author #1
  15. Going Digital: A Survey on Digitalization and Large Scale Data Analytics in Healthcare cs.CY · 2016 · author #1
  16. Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks cs.LG · 2016 · author #4
  17. Predicting the Co-Evolution of Event and Knowledge Graphs cs.LG · 2015 · author #2
  18. Learning with Memory Embeddings cs.AI · 2015 · author #1
  19. Type-Constrained Representation Learning in Knowledge Graphs cs.AI · 2015 · author #3
  20. A Review of Relational Machine Learning for Knowledge Graphs stat.ML · 2015 · author #3
  21. Towards a New Science of a Clinical Data Intelligence cs.CY · 2013 · author #1
  22. Logistic Tensor Factorization for Multi-Relational Data stat.ML · 2013 · author #2
  23. Mixture Approximations to Bayesian Networks cs.AI · 2013 · author #1
  24. Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes cs.LG · 2012 · author #3
  25. Infinite Hidden Relational Models cs.AI · 2012 · author #2

Mentions

  • 1206.6864 #2 · backfill · confidence 0.70 Volker Tresp
  • 2605.21768 #6 · arxiv_oai · confidence 0.70 Volker Tresp
  • 2605.17065 #10 · arxiv_oai · confidence 0.70 Volker Tresp

Frequent Coauthors