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Author search results
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- Gabriel Ilharco
aka: Gabriel Ilharco Magalhaes, Gabriel Magalhães 0001
University of Washington, WA, USA - Gabriel Magalhães 0002
Embrapa Agricultural Informatics, SP, Brazil
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Publication search results
found 116 matches
- 2024
- Oceane Destras, Sébastien Le Beux, Felipe Gohring de Magalhaes, Gabriela Nicolescu:
Survey on Activation Functions for Optical Neural Networks. ACM Comput. Surv. 56(2): 35:1-35:30 (2024) - Ahmad Shahnejat Bushehri, Ashkan Amirnia, Adel Belkhiri, Samira Keivanpour, Felipe Gohring de Magalhaes, Gabriela Nicolescu:
Deep Learning-Driven Anomaly Detection for Green IoT Edge Networks. IEEE Trans. Green Commun. Netw. 8(1): 498-513 (2024) - Rim Zrelli, Henrique Amaral Misson, Maroua Ben Attia, Felipe Gohring de Magalhaes, Abdo Shabah, Gabriela Nicolescu:
Natural2CTL: A Dataset for Natural Language Requirements and Their CTL Formal Equivalents. REFSQ 2024: 205-216 - Adel Belkhiri, Maroua Ben Attia, Felipe Göhring de Magalhães, Gabriela Nicolescu:
Towards Efficient Diagnosis of Performance Bottlenecks in Microservice-Based Applications (Work In Progress paper). ICPE (Companion) 2024: 40-46 - Samir Yitzhak Gadre, Georgios Smyrnis, Vaishaal Shankar, Suchin Gururangan, Mitchell Wortsman, Rulin Shao, Jean Mercat, Alex Fang, Jeffrey Li, Sedrick Keh, Rui Xin, Marianna Nezhurina, Igor Vasiljevic, Jenia Jitsev, Alexandros G. Dimakis, Gabriel Ilharco, Shuran Song, Thomas Kollar, Yair Carmon, Achal Dave, Reinhard Heckel, Niklas Muennighoff, Ludwig Schmidt:
Language models scale reliably with over-training and on downstream tasks. CoRR abs/2403.08540 (2024) - Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Yitzhak Gadre, Hritik Bansal, Etash Kumar Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee Chen, Suchin Gururangan, Mitchell Wortsman, Alon Albalak, Yonatan Bitton, Marianna Nezhurina, Amro Abbas, Cheng-Yu Hsieh, Dhruba Ghosh, Josh Gardner, Maciej Kilian, Hanlin Zhang, Rulin Shao, Sarah M. Pratt, Sunny Sanyal, Gabriel Ilharco, Giannis Daras, Kalyani Marathe, Aaron Gokaslan, Jieyu Zhang, Khyathi Raghavi Chandu, Thao Nguyen, Igor Vasiljevic, Sham M. Kakade, Shuran Song, Sujay Sanghavi, Fartash Faghri, Sewoong Oh, Luke Zettlemoyer, Kyle Lo, Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G. Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, Vaishaal Shankar:
DataComp-LM: In search of the next generation of training sets for language models. CoRR abs/2406.11794 (2024) - Shayne Longpre, Stella Biderman, Alon Albalak, Hailey Schoelkopf, Daniel McDuff, Sayash Kapoor, Kevin Klyman, Kyle Lo, Gabriel Ilharco, Nay San, Maribeth Rauh, Aviya Skowron, Bertie Vidgen, Laura Weidinger, Arvind Narayanan, Victor Sanh, David Ifeoluwa Adelani, Percy Liang, Rishi Bommasani, Peter Henderson, Sasha Luccioni, Yacine Jernite, Luca Soldaini:
The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources. CoRR abs/2406.16746 (2024) - 2023
- Karla Gabriele Florentino da Silva, Jonas Magalhães Moreira, Gabriel Barreto Calixto, Luiz Maurílio da Silva Maciel, Márcio Assis Miranda, Leandro Elias Morais:
A Simple and Low-Cost Method for Leaf Surface Dimension Estimation Based on Digital Images. BRACIS (3) 2023: 146-161 - Gabriel Duarte Gonçalves Pedro, Thiago Boaventura Cunha, Pedro Américo Almeida Magalhães Júnior, Gustavo Medeiros Freitas:
Planar Motion Control of a Quadruped Robot. CLAWAR (2) 2023: 171-184 - Mehdi Cherti, Romain Beaumont, Ross Wightman, Mitchell Wortsman, Gabriel Ilharco, Cade Gordon, Christoph Schuhmann, Ludwig Schmidt, Jenia Jitsev:
Reproducible Scaling Laws for Contrastive Language-Image Learning. CVPR 2023: 2818-2829 - Samir Yitzhak Gadre, Mitchell Wortsman, Gabriel Ilharco, Ludwig Schmidt, Shuran Song:
CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation. CVPR 2023: 23171-23181 - Joongwon Kim, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi:
TaskWeb: Selecting Better Source Tasks for Multi-task NLP. EMNLP 2023: 11032-11052 - Cassiano G. Messias, João F. S. K. C. P. Pinto, Vagner L. Camilotti, Camila B. Quadros, Noeli A. P. Moreira, Luiz H. A Gusmão, Thiago C. Lima, Delmina C. M. Barradas, Luciana S. Soler, Luiz E. Maurano, Marcos Adami, Haron Abrahim Magalhães Xaud, Maristela R. Xaud, André Carvalho, Fábio C. Alves, Fábio da C. Pinheiro, Vivian Fróes Renó, D. L. Correia-Lima, Douglas R. V. Moraes, Amanda P. Belluzzo, Jefferson J. Souza, Lucélia S. Barros, Eduardo H. S. Chrispim, Diego M. Silva, Igor P. Cunha, Marlon H. H. Matos, Gabriel M. R. Alves, Raíssa C. S. Teixeira, Manoel R. Rodrigues Neto, Dayane R. V. Moraes, Rodrigo de Almeida, Eduardo F. M. Bastos, Ana Carolina S. Andrade, Leticia Palazzi Perez, Mariane Souza Reis, Gustavo Salgado, Miguel A. Cunha, Cláudio A. Almeida:
Extending Deter Into Non-Forest Vegetation Areas In The Brazilian Amazon. GEOINFO 2023: 155-166 - Irena Gao, Gabriel Ilharco, Scott M. Lundberg, Marco Túlio Ribeiro:
Adaptive Testing of Computer Vision Models. ICCV 2023: 3980-3991 - Gabriel Ilharco, Marco Túlio Ribeiro, Mitchell Wortsman, Ludwig Schmidt, Hannaneh Hajishirzi, Ali Farhadi:
Editing models with task arithmetic. ICLR 2023 - Kacem Khaled, Mouna Dhaouadi, Felipe Gohring de Magalhaes, Gabriela Nicolescu:
Efficient Defense Against Model Stealing Attacks on Convolutional Neural Networks. ICMLA 2023: 45-52 - Felipe Gohring de Magalhaes, Mahdi Nikdast, Gabriela Nicolescu:
Integrated Photonic AI Accelerators Under Hardware Security Attacks: Impacts and Countermeasures. MWSCAS 2023: 806-810 - Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, Jonathan Hayase, Georgios Smyrnis, Thao Nguyen, Ryan Marten, Mitchell Wortsman, Dhruba Ghosh, Jieyu Zhang, Eyal Orgad, Rahim Entezari, Giannis Daras, Sarah M. Pratt, Vivek Ramanujan, Yonatan Bitton, Kalyani Marathe, Stephen Mussmann, Richard Vencu, Mehdi Cherti, Ranjay Krishna, Pang Wei Koh, Olga Saukh, Alexander J. Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt:
DataComp: In search of the next generation of multimodal datasets. NeurIPS 2023 - Thao Nguyen, Samir Yitzhak Gadre, Gabriel Ilharco, Sewoong Oh, Ludwig Schmidt:
Improving multimodal datasets with image captioning. NeurIPS 2023 - Felipe G. Magalhaes, Mahdi Nikdast, Gabriela Nicolescu:
SerIOS: Enhancing Hardware Security in Integrated Optoelectronic Systems. RSP 2023: 04:1-04:7 - Henrique Amaral Misson, Rim Zrelli, Maroua Ben Attia, Felipe Gohring de Magalhaes, Gabriela Nicolescu:
ReDaML: A Modeling Language for DO-178C High-Level Requirements in Airspace Systems. RSP 2023: 08:1-08:7 - Colin Stephenne, Felipe Gohring de Magalhaes, Frédéric Cuppens, Jean-Yves Ouattara, Militza Jean, Jose Fernandez, Gabriela Nicolescu:
Security assessment of a commercial router using physical access: a case study. RSP 2023: 09:1-09:7 - Adel Belkhiri, Ahmad Shahnejat Bushehri, Felipe Gohring de Magalhaes, Gabriela Nicolescu:
Transparent Trace Annotation for Performance Debugging in Microservice-oriented Systems (Work In Progress Paper). ICPE (Companion) 2023: 25-32 - Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, Jonathan Hayase, Georgios Smyrnis, Thao Nguyen, Ryan Marten, Mitchell Wortsman, Dhruba Ghosh, Jieyu Zhang, Eyal Orgad, Rahim Entezari, Giannis Daras, Sarah M. Pratt, Vivek Ramanujan, Yonatan Bitton, Kalyani Marathe, Stephen Mussmann, Richard Vencu, Mehdi Cherti, Ranjay Krishna, Pang Wei Koh, Olga Saukh, Alexander Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt:
DataComp: In search of the next generation of multimodal datasets. CoRR abs/2304.14108 (2023) - Joongwon Kim, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi:
TaskWeb: Selecting Better Source Tasks for Multi-task NLP. CoRR abs/2305.13256 (2023) - Thao Nguyen, Samir Yitzhak Gadre, Gabriel Ilharco, Sewoong Oh, Ludwig Schmidt:
Improving Multimodal Datasets with Image Captioning. CoRR abs/2307.10350 (2023) - Anas Awadalla, Irena Gao, Josh Gardner, Jack Hessel, Yusuf Hanafy, Wanrong Zhu, Kalyani Marathe, Yonatan Bitton, Samir Yitzhak Gadre, Shiori Sagawa, Jenia Jitsev, Simon Kornblith, Pang Wei Koh, Gabriel Ilharco, Mitchell Wortsman, Ludwig Schmidt:
OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models. CoRR abs/2308.01390 (2023) - Felipe Gohring de Magalhaes, Mahdi Nikdast, Gabriela Nicolescu:
SerIOS: Enhancing Hardware Security in Integrated Optoelectronic Systems. CoRR abs/2308.07466 (2023) - Kacem Khaled, Mouna Dhaouadi, Felipe Göhring de Magalhães, Gabriela Nicolescu:
Efficient Defense Against Model Stealing Attacks on Convolutional Neural Networks. CoRR abs/2309.01838 (2023) - Felipe Göhring de Magalhães, Mahdi Nikdast, Gabriela Nicolescu:
Integrated Photonic AI Accelerators under Hardware Security Attacks: Impacts and Countermeasures. CoRR abs/2309.02543 (2023)
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