Guillem Cucurull

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Iterative Refinement

Densely Connected

Top Venues

IEEE Trans. Cybern.

Publications

Lukas Blecher, Guillem Cucurull, Thomas Scialom, Robert Stojnic
Nougat: Neural Optical Understanding for Academic Documents. ICLR (2024)
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
Llama 2: Open Foundation and Fine-Tuned Chat Models. CoRR (2023)
Lukas Blecher, Guillem Cucurull, Thomas Scialom, Robert Stojnic
Nougat: Neural Optical Understanding for Academic Documents. CoRR (2023)
Pau Rodríguez, Guillem Cucurull, Jordi Gonzàlez, Josep M. Gonfaus, Kamal Nasrollahi, Thomas B. Moeslund, F. Xavier Roca
Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification. IEEE Trans. Cybern. 52 (5) (2022)
Ross Taylor, Marcin Kardas, Guillem Cucurull, Thomas Scialom, Anthony Hartshorn, Elvis Saravia, Andrew Poulton, Viktor Kerkez, Robert Stojnic
Galactica: A Large Language Model for Science. CoRR (2022)
Pau Rodríguez, Diego Velazquez Dorta, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
Pay Attention to the Activations: A Modular Attention Mechanism for Fine-Grained Image Recognition. IEEE Trans. Multim. 22 (2) (2020)
Guillem Cucurull, Perouz Taslakian, David Vázquez
Context-Aware Visual Compatibility Prediction. CVPR (2019)
Pau Rodríguez López, Diego Velazquez Dorta, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez Sabaté
Pay attention to the activations: a modular attention mechanism for fine-grained image recognition. CoRR (2019)
Guillem Cucurull, Perouz Taslakian, David Vázquez
Context-Aware Visual Compatibility Prediction. CoRR (2019)
Pau Rodríguez, Josep M. Gonfaus, Guillem Cucurull, F. Xavier Roca, Jordi Gonzàlez
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained Recovery. CoRR (2018)
Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio
Graph Attention Networks. ICLR (Poster) (2018)
Guillem Cucurull, Pau Rodríguez, V. Oguz Yazici, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
Deep Inference of Personality Traits by Integrating Image and Word Use in Social Networks. CoRR (2018)
Arantxa Casanova, Guillem Cucurull, Michal Drozdzal, Adriana Romero, Yoshua Bengio
On the iterative refinement of densely connected representation levels for semantic segmentation. CoRR (2018)
Pau Rodríguez, Josep M. Gonfaus, Guillem Cucurull, F. Xavier Roca, Jordi Gonzàlez
Attend and Rectify: A Gated Attention Mechanism for Fine-Grained Recovery. ECCV (8) (2018)
Arantxa Casanova, Guillem Cucurull, Michal Drozdzal, Adriana Romero, Yoshua Bengio
On the Iterative Refinement of Densely Connected Representation Levels for Semantic Segmentation. CVPR Workshops (2018)
Pau Rodríguez, Jordi Gonzàlez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca
Regularizing CNNs with Locally Constrained Decorrelations. ICLR (Poster) (2017)
Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio
Graph Attention Networks. CoRR (2017)
Pau Rodríguez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca, Jordi Gonzàlez
Age and gender recognition in the wild with deep attention. Pattern Recognit. 72 (2017)
Pau Rodríguez, Jordi Gonzàlez, Guillem Cucurull, Josep M. Gonfaus, F. Xavier Roca
Regularizing CNNs with Locally Constrained Decorrelations. CoRR (2016)