Caio C. T. Mendes

According to our database, Caio C. T. Mendes authored at least 16 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Textbooks Are All You Need.

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

CoRR, 2023

Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints.

Ganesh Jawahar, Subhabrata Mukherjee, Debadeepta Dey, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Caio C. T. Mendes, Gustavo Henrique de Rosa, Shital Shah

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

2022

One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning.

Sharath Girish, Debadeepta Dey, Neel Joshi, Vibhav Vineet, Shital Shah, Caio César Teodoro Mendes, Abhinav Shrivastava, Yale Song

CoRR, 2022

LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models.

Mojan Javaheripi, Shital Shah, Subhabrata Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey

CoRR, 2022

2020

Application of U-Net and Auto-Encoder to the Road/Non-road Classification of Aerial Imagery in Urban Environments.

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

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

2019

Analysis of nematodes in coffee crops at different altitudes using aerial images.

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

Proceedings of the 27th European Signal Processing Conference, 2019

2017

Real-time obstacle detection using range images: processing dynamically-sized sliding windows on a GPU.

Caio César Teodoro Mendes, Fernando Santos Osório, Denis Fernando Wolf

Robotica, 2017

2016

Exploiting fully convolutional neural networks for fast road detection.

Caio César Teodoro Mendes, Vincent Frémont, Denis Fernando Wolf

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015

Vision-Based Road Detection using Contextual Blocks.

Caio César Teodoro Mendes, Vincent Frémont, Denis Fernando Wolf

CoRR, 2015

Automatic detection of Ceratocystis wilt in Eucalyptus crops from aerial images.

Jefferson R. Souza, Caio César Teodoro Mendes, Vitor Campanholo Guizilini, Kelen Cristiane Teixeira Vivaldini, Adimara Colturato, Fabio Tozeto Ramos, Denis Fernando Wolf

Proceedings of the IEEE International Conference on Robotics and Automation, 2015

2014

CaRINA Intelligent Robotic Car: Architectural design and applications.

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

J. Syst. Archit., 2014

2013

Structural Testing of Autonomous Vehicles.

Vânia de Oliveira Neves, Márcio Eduardo Delamaro, Paulo César Masiero, Caio César Teodoro Mendes, Denis Fernando Wolf

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Real time autonomous navigation and obstacle avoidance using a semi-global stereo method.

Caio César Teodoro Mendes, Denis Fernando Wolf

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

An efficient obstacle detection approach for organized point clouds.

Caio César Teodoro Mendes, Fernando Santos Osório, Denis Fernando Wolf

Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Bayesian networks for obstacle classification in agricultural environments.

Edimilson Batista dos Santos, Caio César Teodoro Mendes, Fernando Santos Osório, Denis Fernando Wolf

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

2012

Vision and GPS-based autonomous vehicle navigation using templates and artificial neural networks.

Jefferson R. Souza, Gustavo Pessin, Gustavo B. Eboli, Caio César Teodoro Mendes, Fernando Santos Osório, Denis F. Wolf

Proceedings of the ACM Symposium on Applied Computing, 2012