Technical University of Darmstadt

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Nils Reimers, Iryna Gurevych. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Langua...

Robust Object Detection with Interleaved Categorization and Segmentation

Fields of Experts

MAX-MIN Ant System and local search for the traveling salesman problem

Ant System is a general purpose algorithm inspired by the study of the behavior of ant colonies. It is based on a cooperative search paradigm that is applicable to the solution ...

Shrinkage Fields for Effective Image Restoration

Many state-of-the-art image restoration approaches do not scale well to larger images, such as megapixel images common in the consumer segment. Computationally expensive optimiz...

Impacts of Soil Faunal Community Composition on Model Grassland Ecosystems

Human impacts, including global change, may alter the composition of soil faunal communities, but consequences for ecosystem functioning are poorly understood. We constructed mo...

Locally Adaptive Bandwidth Choice for Kernel Regression Estimators

Abstract Kernel estimators with a global bandwidth are commonly used to estimate regression functions. On the other hand, it is obvious that the choice of a local bandwidth can ...

Monocular Visual Scene Understanding: Understanding Multi-Object Traffic Scenes

Following recent advances in detection, context modeling, and tracking, scene understanding has been the focus of renewed interest in computer vision research. This paper presen...

Novel Multicomponent Amorphous Alloys

Human and Machine Judgements for Russian Semantic Relatedness