Language Modeling. Specifically, VaLM builds on a novel latent text-image alignment method via an image retrieval module to fetch corresponding images given a textual context. With the visually-augmented context, VaLM uses a visual knowledge fusion layer to enable multimodal grounded language modeling ...
Official implementation of our paper "Visually-Augmented Language Modeling". Please cite our paper if you find this repository helpful in your research: @article{valm, title={Visually-augmented language modeling}, author={Wang, Weizhi and Dong, Li and Cheng, Hao and Song, Haoyu and Liu, Xiaodo...
1). VIP uses the Smart Cane, composed of an augmented cane, a smartphone, and an open ear Bluetooth earpiece. The caretaker uses a large-screen smartphone with the TeleNavigation App installed. The user interface of the TeleNavigation app shows the VIP’s field of view transmitted from the...
Character-level language modeling with deeper self-attention. In Proceedings of the AAAI Conference on Artificial Intelligence, Honolulu, HI, USA, 27 January–1 February 2019. [Google Scholar] Lin, T.Y.; Maire, M.; Belongie, S.; Hays, J.; Perona, P.; Ramanan, D.; Doll’ar, P.; ...
Section 2.5 explores augmented reality-based solutions. Section 2.6 reviews hybrid system-based approaches. Section 2.7 summarizes the literature review using a table, and establishes the case for this work. 2.1. Solutions for Visually Impaired: A Taxonomy Figure 1 gives a taxonomy of solutions and...
iBOT performs masked image modeling (MIM) with self-distillation. First, two augmented views of an input image are generated and named as a and b. To enable direct image data entry into a standard transformer, the 2D images are divided into 𝑁=ℎ×𝑤/ℎ𝑝×𝑤𝑝N=h×w/hp×...