6 accepted papers
Recently visually-situated text parsing (VsTP) has experienced notable advancements driven by the increasing demand for automated document understanding and the emergence of Generative Large Language Models (LLMs) capable of processing document-based questions. Various methods have been proposed to…
Automatic Music Transcription (AMT) aims to convert music audio into digital sheet music. Piano transcription is a popular but challenging subtask of AMT. For every piano pitch, the harmonic structure is fixed in the frequency domain, while the Transformer based on self-attention has great potential…
Recently, Visual Information Extraction (VIE) has been becoming increasingly important in both academia and industry, due to the wide range of real-world applications. Previously, numerous works have been proposed to tackle this problem. However, the benchmarks used to assess these methods are relat…
In this paper, we propose MusicYOLO based on object detection to detect the onset and offset in singing for the first time. The onset of the vocal is not as stable and clear as that of musical instruments, which makes the frame-based onset/offset detection methods often not work well. Compared with…
Recently, vision-language joint representation learning has proven to be highly effective in various scenarios. In this paper, we specifically adapt vision-language joint learning for scene text detection, a task that intrinsically involves cross-modal interaction between the two modalities: vision…
Over the past few years, the field of scene text detection has progressed rapidly that modern text detectors are able to hunt text in various challenging scenarios. However, they might still fall short when handling text instances of extreme aspect ratios and varying scales. To tackle such difficult…