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2020 – today
- 2024
[i6]Lucio M. Dery, Steven Kolawole, Jean-François Kagey, Virginia Smith, Graham Neubig, Ameet Talwalkar:
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes. CoRR abs/2402.05406 (2024)- [i5]Busayo Awobade, Mardiyyah Oduwole, Steven Kolawole:
What Happens When Small Is Made Smaller? Exploring the Impact of Compression on Small Data Pretrained Language Models. CoRR abs/2404.04759 (2024) - [i4]Steven Kolawole, Don Kurian Dennis, Ameet Talwalkar, Virginia Smith:
Revisiting Cascaded Ensembles for Efficient Inference. CoRR abs/2407.02348 (2024) - 2023
- [c3]Colin Leong, Herumb Shandilya, Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Joel Mathew, Abdul-Hakeem Omotayo, Oreen Yousuf, Zainab Akinjobi, Chris Chinenye Emezue, Shamsudeen Muhammad, Steven Kolawole, Younwoo Choi, Tosin P. Adewumi:
Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. AfricaNLP 2023 - [c2]Ender Minyard, Steven Kolawole, Nayan Saxena:
Evolutionary Federated Learning Using Particle Swarm Optimization. Tiny Papers @ ICLR 2023 - [i3]Colin Leong, Herumb Shandilya, Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Joel Mathew, Abdul-Hakeem Omotayo, Oreen Yousuf, Zainab Akinjobi, Chris Chinenye Emezue, Shamsuddeen Hassan Muhammad, Steven Kolawole, Younwoo Choi, Tosin P. Adewumi:
Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages. CoRR abs/2303.16985 (2023) - [i2]Nahid Alam, Steven Kolawole, Simardeep Sethi, Nishant Bansali, Karina Nguyen:
Vision Transformers for Mobile Applications: A Short Survey. CoRR abs/2305.19365 (2023) - 2022
- [c1]Steven Kolawole, Opeyemi Osakuade, Nayan Saxena, Babatunde Kazeem Olorisade:
Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language. IJCAI 2022: 5924-5927 - 2021
- [i1]Steven Kolawole, Opeyemi Osakuade, Nayan Saxena, Babatunde Kazeem Olorisade:
Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language. CoRR abs/2111.00995 (2021)
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