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 (SAC, 2012)

Bayesian networks for obstacle classification in agricultural environments. - Edimilson Batista dos Santos; Caio César Teodoro Mendes; Fernando Santos Osório; Denis Fernando Wolf (ITSC, 2013)

An efficient obstacle detection approach for organized point clouds. - Caio César Teodoro Mendes; Fernando Santos Osório; Denis Fernando Wolf (Intelligent Vehicles Symposium, 2013)

Real time autonomous navigation and obstacle avoidance using a semi-global stereo method. - Caio César Teodoro Mendes; Denis Fernando Wolf (SAC, 2013)

Structural Testing of Autonomous Vehicles. - Vânia de Oliveira Neves; Márcio Eduardo Delamaro; Paulo César Masiero; Caio César Teodoro Mendes; Denis Fernando Wolf (SEKE, 2013)

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; et al. (J. Syst. Archit., 2014)

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 (ICRA, 2015)

Vision-Based Road Detection using Contextual Blocks. - Caio César Teodoro Mendes; Vincent Frémont; Denis Fernando Wolf (CoRR, 2015)

Exploiting fully convolutional neural networks for fast road detection. - Caio César Teodoro Mendes; Vincent Frémont; Denis Fernando Wolf (ICRA, 2016)

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)

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 001; Caio César Teodoro Mendes; Denis F. Wolf (EUSIPCO, 2019)

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 (VISIGRAPP (4: VISAPP), 2020)

LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models. - Mojan Javaheripi; Gustavo de Rosa; Subhabrata Mukherjee; Shital Shah; Tomasz Religa; Caio César Teodoro Mendes; Sébastien Bubeck; Farinaz Koushanfar; Debadeepta Dey (NeurIPS, 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)

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)

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 (SustaiNLP, 2023)

Textbooks Are All You Need. - Suriya Gunasekar; Yi Zhang 001; Jyoti Aneja; Caio César Teodoro Mendes; Allie Del Giorno; Sivakanth Gopi; Mojan Javaheripi; Piero Kauffmann; Gustavo de Rosa; Olli Saarikivi; Adil Salim; Shital Shah; et al. (CoRR, 2023)

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. - Marah I Abdin; Sam Ade Jacobs; Ammar Ahmad Awan; Jyoti Aneja; Ahmed Awadallah 001; Hany Awadalla; Nguyen Bach; Amit Bahree; Arash Bakhtiari; Harkirat S. Behl; Alon Benhaim; Misha Bilenko; et al. (CoRR, 2024)

Phi-4 Technical Report. - Marah I Abdin; Jyoti Aneja; Harkirat S. Behl; Sébastien Bubeck; Ronen Eldan; Suriya Gunasekar; Michael Harrison; Russell J. Hewett; Mojan Javaheripi; Piero Kauffmann; James R. Lee; Yin Tat Lee; et al. (CoRR, 2024)

Phi-4-reasoning Technical Report. - Marah I Abdin; Sahaj Agarwal; Ahmed Awadallah 001; Vidhisha Balachandran; Harkirat S. Behl; Lingjiao Chen; Gustavo de Rosa; Suriya Gunasekar; Mojan Javaheripi; Neel Joshi; Piero Kauffmann; Yash Lara; et al. (CoRR, 2025)