61 citations · 116 across the 15 of their papers we have counts for
4 papers · 1 filter
On the Importance of Local Information in Transformer Based Models
Madhura Pande, Aakriti Budhraja, Preksha Nema +2
The self-attention module is a key component of Transformer-based models, wherein each token pays attention to every other token. Recent studies have shown that these heads exhibit…
A Systematic Evaluation of Object Detection Networks for Scientific Plots
Pritha Ganguly, Nitesh Methani, Mitesh M. Khapra +1
Are existing object detection methods adequate for detecting text and visual elements in scientific plots which are arguably different than the objects found in natural images? To…
AI4Bharat-IndicNLP Corpus: Monolingual Corpora and Word Embeddings for Indic Languages
Anoop Kunchukuttan, Divyanshu Kakwani, Satish Golla +4
We present the IndicNLP corpus, a large-scale, general-domain corpus containing 2.7 billion words for 10 Indian languages from two language families. We share pre-trained word embe…
Compact retail shelf segmentation for mobile deployment
Pratyush Kumar, Muktabh Mayank Srivastava
The recent surge of automation in the retail industries has rapidly increased demand for applying deep learning models on mobile devices. To make the deep learning models real-time…