7 citations · 8 across the 7 of their papers we have counts for
4 papers · 1 filter
Zero-Shot Spoken Language Understanding with SLAM-ASR: What Do Monolingual ASR-Trained Linear Projectors Enable?
Edwin Arkel Rios, Sneh Sourabh, Jocelyn Zaruma +3
The SLAM-ASR framework connects the features of a frozen speech encoder as input to a frozen LLM decoder to enable speech transcription. In this work we ask whether this training-o…
Smart Insole Human Activity Recognition for Continuous Monitoring in Elderly Care
Edwin Rios, Antony Garcia, Fengpei Yuan +1
Falls in older adults are often preceded by changes in mobility, balance, and postural transitions. This paper presents a wireless smart insole platform and machine-learning workfl…
A Large-Scale Study on the Accuracy vs Cost Trade-offs of Training and Evaluation Settings in Fine-Grained Image Recognition
Edwin Arkel Rios, Augusto Christian Surya, Oswin Gosal +5
Prior work on fine-grained image recognition (FGIR) has established the importance of the backbone selection, but has neglected the accuracy-vs-cost trade-offs under different trai…
How to Choose Your Teacher for Fine Grained Image Recognition
Oswin Gosal, Edwin Arkel Rios, Augusto Christian Surya +3
Fine-grained image recognition classifies subcategories such as bird species or car models. While state-of-the-art (SOTA) models are accurate, they are often too resource-intensive…