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2020 – today
- 2024
[i6]Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat S. Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Amit Garg, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Eric Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olatunji Ruwase, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Masahiro Tanaka, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yue Zhang, Yunan Zhang, Xiren Zhou:
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. CoRR abs/2404.14219 (2024)- 2023
- [c11]Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Caio C. T. Mendes, Gustavo Henrique de Rosa, Shital Shah:
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints. SustaiNLP 2023: 274-289 - [i5]Suriya Gunasekar, Yi Zhang, Jyoti Aneja, Caio César Teodoro Mendes, Allie Del Giorno, Sivakanth Gopi, Mojan Javaheripi, Piero Kauffmann, Gustavo de Rosa, Olli Saarikivi, Adil Salim, Shital Shah, Harkirat Singh Behl, Xin Wang, Sébastien Bubeck, Ronen Eldan, Adam Tauman Kalai, Yin Tat Lee, Yuanzhi Li:
Textbooks Are All You Need. CoRR abs/2306.11644 (2023) - 2022
- [c10]Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee, Shital Shah, Tomasz Religa, Caio César Teodoro Mendes, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey:
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models. NeurIPS 2022 - [i4]Mojan Javaheripi, Shital Shah, Subhabrata Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey:
LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models. CoRR abs/2203.02094 (2022) - [i3]Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio César Teodoro Mendes, Abhinav Shrivastava, Yale Song:
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning. CoRR abs/2203.08130 (2022) - [i2]Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Caio César Teodoro Mendes, Gustavo Henrique de Rosa, Shital Shah:
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints. CoRR abs/2210.03251 (2022) - 2020
- [c9]Amanda Spolti, Vitor Campanholo Guizilini, Caio C. T. Mendes, Matheus D. Croce, André R. de Geus, Henrique Candido de Oliveira, André R. Backes, Jefferson R. Souza:
Application of U-Net and Auto-Encoder to the Road/Non-road Classification of Aerial Imagery in Urban Environments. VISIGRAPP (4: VISAPP) 2020: 607-614
2010 – 2019
- 2019
- [c8]Alexandre J. Oliveira, Gleice A. de Assis, Elaine R. Faria
, Jefferson R. Souza, Kelen Cristiane Teixeira Vivaldini, Vitor Guizilini, Fabio Ramos, Caio César Teodoro Mendes, Denis F. Wolf:
Analysis of nematodes in coffee crops at different altitudes using aerial images. EUSIPCO 2019: 1-5 - 2017
- [j2]Caio César Teodoro Mendes, Fernando Santos Osório, Denis Fernando Wolf:
Real-time obstacle detection using range images: processing dynamically-sized sliding windows on a GPU. Robotica 35(1): 85-100 (2017) - 2016
- [c7]Caio César Teodoro Mendes, Vincent Frémont, Denis Fernando Wolf:
Exploiting fully convolutional neural networks for fast road detection. ICRA 2016: 3174-3179 - 2015
- [c6]Jefferson R. Souza, Caio César Teodoro Mendes, Vitor Campanholo Guizilini, Kelen Cristiane Teixeira Vivaldini, Adimara Colturato, Fabio Tozeto Ramos, Denis Fernando Wolf:
Automatic detection of Ceratocystis wilt in Eucalyptus crops from aerial images. ICRA 2015: 3443-3448 - [i1]Caio César Teodoro Mendes, Vincent Frémont, Denis Fernando Wolf:
Vision-Based Road Detection using Contextual Blocks. CoRR abs/1509.01122 (2015) - 2014
- [j1]Leandro Carlos Fernandes, Jefferson R. Souza, Gustavo Pessin, Patrick Yuri Shinzato, Daniel O. Sales, Caio César Teodoro Mendes, Marcos Prado, Rafael Luiz Klaser, André Chaves Magalhães, Alberto Yukinobu Hata, Daniel F. Pigatto, Kalinka Regina Lucas Jaquie Castelo Branco, Valdir Grassi Jr., Fernando Santos Osório, Denis F. Wolf:
CaRINA Intelligent Robotic Car: Architectural design and applications. J. Syst. Archit. 60(4): 372-392 (2014) - 2013
- [c5]Edimilson Batista dos Santos, Caio César Teodoro Mendes, Fernando Santos Osório, Denis Fernando Wolf:
Bayesian networks for obstacle classification in agricultural environments. ITSC 2013: 1416-1421 - [c4]Caio César Teodoro Mendes, Fernando Santos Osório, Denis Fernando Wolf:
An efficient obstacle detection approach for organized point clouds. Intelligent Vehicles Symposium 2013: 1203-1208 - [c3]Caio César Teodoro Mendes, Denis Fernando Wolf:
Real time autonomous navigation and obstacle avoidance using a semi-global stereo method. SAC 2013: 235-236 - [c2]Vânia de Oliveira Neves, Márcio Eduardo Delamaro, Paulo César Masiero, Caio César Teodoro Mendes, Denis Fernando Wolf:
Structural Testing of Autonomous Vehicles. SEKE 2013: 200-205 - 2012
- [c1]Jefferson R. Souza, Gustavo Pessin, Gustavo B. Eboli, Caio César Teodoro Mendes, Fernando Santos Osório, Denis F. Wolf:
Vision and GPS-based autonomous vehicle navigation using templates and artificial neural networks. SAC 2012: 280-285
Coauthor Index
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