207 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- German Research Centre for Artificial IntelligenceDE3 papers
- Universität HamburgDE3 papers
- Humboldt-Universität zu BerlinDE2 papers
- Technical University of MunichDE2 papers
- Technische Universität BerlinDE2 papers
- Technische Universität DarmstadtDE2 papers
- Adobe Systems (United States)US1 paper
- ADVA Optical Networking (Germany)DE1 paper
- Autonomous University of YucatánMX1 paper
- Bavarian Academy of Sciences and HumanitiesDE1 paper
- Center for Integrated Quantum Science and TechnologyDE1 paper
- Christian-Albrechts-Universität zu KielDE1 paper
8 papers
Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data
Ekaterina Borisova, Fabio Barth, Nils Feldhus +5
Tables are among the most widely used tools for representing structured data in research, business, medicine, and education. Although LLMs demonstrate strong performance in downstr…
The QTF-Backbone: Proposal for a Nationwide Optical Fibre Backbone in Germany for Quantum Technology and Time and Frequency Metrology
Tara Cubel Liebisch, Peter Kaufmann, Harald Schnatz +166
The recent breakthroughs in the distribution of quantum information and high-precision time and frequency (T&F) signals over long-haul optical fibre networks have transformative po…
Optimization of Pilot-Aided Joint Phase Recovery for Frequency Comb-Based Wideband Transmission
Gabriele Di Rosa, Ognjen Jovanovic, M. Ahmed Leghari +3
We numerically investigate joint pilot-aided phase recovery for frequency comb-based long-haul wideband transmission. We report net information rate gains by optimizing the pilot o…
A Survey of Approximability Results for Traveling Salesman Problems using the TSP-T3CO Definition Scheme
Sophia Saller, Jana Koehler, Andreas Karrenbauer
The traveling salesman (or salesperson) problem, short TSP, is a problem of strong interest to many researchers from mathematics, economics, and computer science. Manifold TSP vari…
Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures
Hamish Flynn, David Reeb, Melih Kandemir +1
We present improved algorithms with worst-case regret guarantees for the stochastic linear bandit problem. The widely used "optimism in the face of uncertainty" principle reduces a…
Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks
Josip Josifovski, Mohammadhossein Malmir, Noah Klarmann +3
Randomization is currently a widely used approach in Sim2Real transfer for data-driven learning algorithms in robotics. Still, most Sim2Real studies report results for a specific r…
Survey on reinforcement learning for language processing
Victor Uc-Cetina, Nicolas Navarro-Guerrero, Anabel Martin-Gonzalez +2
In recent years some researchers have explored the use of reinforcement learning (RL) algorithms as key components in the solution of various natural language processing tasks. For…
Adversarial Text-to-Image Synthesis: A Review
Stanislav Frolov, Tobias Hinz, Federico Raue +2
With the advent of generative adversarial networks, synthesizing images from textual descriptions has recently become an active research area. It is a flexible and intuitive way fo…