5 citations · 9 across the 4 of their papers we have counts for
6 papers
AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset
Ivan Moshkov, Darragh Hanley, Ivan Sorokin +5
This paper presents our winning submission to the AI Mathematical Olympiad - Progress Prize 2 (AIMO-2) competition. Our recipe for building state-of-the-art mathematical reasoning…
Efficient large-scale image retrieval with deep feature orthogonality and Hybrid-Swin-Transformers
Christof Henkel
We present an efficient end-to-end pipeline for largescale landmark recognition and retrieval. We show how to combine and enhance concepts from recent research in image retrieval a…
Recognizing bird species in diverse soundscapes under weak supervision
Christof Henkel, Pascal Pfeiffer, Philipp Singer
We present a robust classification approach for avian vocalization in complex and diverse soundscapes, achieving second place in the BirdCLEF2021 challenge. We illustrate how to ma…
Supporting large-scale image recognition with out-of-domain samples
Christof Henkel, Philipp Singer
This article presents an efficient end-to-end method to perform instance-level recognition employed to the task of labeling and ranking landmark images. In a first step, we embed i…
From quantum mechanics to finance: Microfoundations for jumps, spikes and high volatility phases in diffusion price processes
Christof Henkel
We present an agent behavior based microscopic model that induces jumps, spikes and high volatility phases in the price process of a traded asset. We transfer dynamics of thermally…
An agent behavior based model for diffusion price processes with application to phase transition and oscillations
Christof Henkel
We present an agent behavior based microscopic model for diffusion price processes. As such we provide a model not only containing a convenient framework for describing socio-econo…