… model and language model respectively to learn modality-specific knowledge for … scene
text recognition. In detail, we first pre-train the proposed off-the-shelf vision model and language …

… ; and 3) language model with noise … scene text recognition. Firstly, the autonomous suggests
to block gradient flow between vision and language models to enforce explicitly language …

… model for feature extraction and a sequence model for text … a Single Visual model for Scene
Text recognition within the … : A new scene text recognizer with visual language modeling …

… For example, instances of scene text can be in different languages, colors, fonts, sizes, … that
scene text detection can be taxonomically subsumed under general object detection, which is …

… -trained models have revolutionized vision-and-language (V+L) … behind the scene, we present
Value (Vision-And-Language … , Visual Coreference Resolution, Visual Relation Detection) …

… We design weight-sharing visual-semantic alignment modules to explicitly enforce the …
without external language models. • We introduce an interaction module that allows visual and …

… language prior is a potential approach to advance scene text … Moreover, many languages
have special symbols that have … of the current scene text recognition pipeline by introducing a …

… Abstract—Pre-trained vision-language models (VLMs) are the de-facto … ever, scene text
recognition methods still prefer backbones pretrained on a single modality, namely, the visual …

… iterative language modeling for scene text recognition. In: Proceedings of the IEEE/CVF
Conference on Computer Vision and Pattern Recognition (CVPR), pp. 7098–7107, June 2021 …

… impressive scene text recognition results using similarity constraints and language statistics,
… In contrast, we show results on a more challenging street view dataset [29], where the words …