Guillem Cucurull

19 papers A* 2Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2024 A* conf
Nougat: Neural Optical Understanding for Academic Documents.
ICLR
Lukas Blecher, Guillem Cucurull, Thomas Scialom, Robert Stojnic
2023 J jnl
Llama 2: Open Foundation and Fine-Tuned Chat Models.
CoRR
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton-Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurélien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom
2023 J jnl
Nougat: Neural Optical Understanding for Academic Documents.
CoRR
Lukas Blecher, Guillem Cucurull, Thomas Scialom, Robert Stojnic
2022 J jnl
Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification.
IEEE Trans. Cybern.
Pau Rodríguez, Guillem Cucurull, Jordi Gonzàlez, Josep M. Gonfaus, Kamal Nasrollahi, Thomas B. Moeslund, F. Xavier Roca
2022 J jnl
Galactica: A Large Language Model for Science.
CoRR
Ross Taylor, Marcin Kardas, Guillem Cucurull, Thomas Scialom, Anthony Hartshorn, Elvis Saravia, Andrew Poulton, Viktor Kerkez, Robert Stojnic
2020 J jnl
Pay Attention to the Activations: A Modular Attention Mechanism for Fine-Grained Image Recognition.
IEEE Trans. Multim.
Pau Rodríguez, Diego Velazquez Dorta, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
2019 A* conf
Context-Aware Visual Compatibility Prediction.
CVPR
Guillem Cucurull, Perouz Taslakian, David Vázquez
2019 J jnl
Context-Aware Visual Compatibility Prediction.
CoRR
Guillem Cucurull, Perouz Taslakian, David Vázquez
2019 J jnl
Pay attention to the activations: a modular attention mechanism for fine-grained image recognition.
CoRR
Pau Rodríguez López, Diego Velazquez Dorta, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
2018 — conf
Attend and Rectify: A Gated Attention Mechanism for Fine-Grained Recovery.
ECCV (8)
Pau Rodríguez, Josep M. Gonfaus, Guillem Cucurull, F. Xavier Roca, Jordi Gonzàlez
2018 J jnl
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained Recovery.
CoRR
Pau Rodríguez, Josep M. Gonfaus, Guillem Cucurull, F. Xavier Roca, Jordi Gonzàlez
2018 J jnl
Deep Inference of Personality Traits by Integrating Image and Word Use in Social Networks.
CoRR
Guillem Cucurull, Pau Rodríguez, V. Oguz Yazici, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
2018 — conf
Graph Attention Networks.
ICLR (Poster)
Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio
2018 — conf
On the Iterative Refinement of Densely Connected Representation Levels for Semantic Segmentation.
CVPR Workshops
Arantxa Casanova, Guillem Cucurull, Michal Drozdzal, Adriana Romero, Yoshua Bengio
2018 J jnl
On the iterative refinement of densely connected representation levels for semantic segmentation.
CoRR
Arantxa Casanova, Guillem Cucurull, Michal Drozdzal, Adriana Romero, Yoshua Bengio
2017 J jnl
Age and gender recognition in the wild with deep attention.
Pattern Recognit.
Pau Rodríguez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
2017 J jnl
Graph Attention Networks.
CoRR
Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio
2017 — conf
Regularizing CNNs with Locally Constrained Decorrelations.
ICLR (Poster)
Pau Rodríguez, Jordi Gonzàlez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca
2016 J jnl
Regularizing CNNs with Locally Constrained Decorrelations.
CoRR
Pau Rodríguez, Jordi Gonzàlez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca