Sergio Guadarrama

77 papers A* 13A 4B 8Misc 1Journal 32Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
A2Perf: Real-World Autonomous Agents Benchmark.
CoRR
Ikechukwu Uchendu, Jason Jabbour, Korneel Van den Berghe, Joel Runevic, Matthew Stewart, Jeffrey Jian Ma, Srivatsan Krishnan, Izzeddin Gur, Austin Huang, Colton Bishop, Paige Bailey, Wenjie Jiang, Ebrahim M. Songhori, Sergio Guadarrama, Jie Tan, Jordan K. Terry, Aleksandra Faust, Vijay Janapa Reddi
2022 A* conf
Multi-Game Decision Transformers.
NeurIPS
Kuang-Huei Lee, Ofir Nachum, Mengjiao Yang, Lisa Lee, Daniel Freeman, Sergio Guadarrama, Ian Fischer, Winnie Xu, Eric Jang, Henryk Michalewski, Igor Mordatch
2022 J jnl
Multi-Game Decision Transformers.
CoRR
Kuang-Huei Lee, Ofir Nachum, Mengjiao Yang, Lisa Lee, Daniel Freeman, Winnie Xu, Sergio Guadarrama, Ian Fischer, Eric Jang, Henryk Michalewski, Igor Mordatch
2022 A conf
PI-ARS: Accelerating Evolution-Learned Visual-Locomotion with Predictive Information Representations.
IROS
Kuang-Huei Lee, Ofir Nachum, Tingnan Zhang, Sergio Guadarrama, Jie Tan, Wenhao Yu
2022 J jnl
PI-ARS: Accelerating Evolution-Learned Visual-Locomotion with Predictive Information Representations.
CoRR
Kuang-Huei Lee, Ofir Nachum, Tingnan Zhang, Sergio Guadarrama, Jie Tan, Wenhao Yu
2022 — conf
Scalability and Generalization of Circuit Training for Chip Floorplanning.
ISPD
Summer Yue, Ebrahim M. Songhori, Joe Wenjie Jiang, Toby Boyd, Anna Goldie, Azalia Mirhoseini, Sergio Guadarrama
2021 A* conf
Compressive Visual Representations.
NeurIPS
Kuang-Huei Lee, Anurag Arnab, Sergio Guadarrama, John F. Canny, Ian Fischer
2021 J jnl
Compressive Visual Representations.
CoRR
Kuang-Huei Lee, Anurag Arnab, Sergio Guadarrama, John F. Canny, Ian Fischer
2020 A* conf
Measuring the Reliability of Reinforcement Learning Algorithms.
ICLR
Stephanie C. Y. Chan, Samuel Fishman, Anoop Korattikara, John F. Canny, Sergio Guadarrama
2020 A* conf
Predictive Information Accelerates Learning in RL.
NeurIPS
Kuang-Huei Lee, Ian Fischer, Anthony Z. Liu, Yijie Guo, Honglak Lee, John F. Canny, Sergio Guadarrama
2020 J jnl
Predictive Information Accelerates Learning in RL.
CoRR
Kuang-Huei Lee, Ian Fischer, Anthony Z. Liu, Yijie Guo, Honglak Lee, John F. Canny, Sergio Guadarrama
2019 — conf
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following.
ICLR (Poster)
Justin Fu, Anoop Korattikara, Sergey Levine, Sergio Guadarrama
2019 J jnl
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following.
CoRR
Justin Fu, Anoop Korattikara, Sergey Levine, Sergio Guadarrama
2019 J jnl
Measuring the Reliability of Reinforcement Learning Algorithms.
CoRR
Stephanie C. Y. Chan, Sam Fishman, John F. Canny, Anoop Korattikara, Sergio Guadarrama
2019 J jnl
The Devil is in the Decoder: Classification, Regression and GANs.
Int. J. Comput. Vis.
Zbigniew Wojna, Vittorio Ferrari, Sergio Guadarrama, Nathan Silberman, Liang-Chieh Chen, Alireza Fathi, Jasper R. R. Uijlings
2018 — conf
Tracking Emerges by Colorizing Videos.
ECCV (13)
Carl Vondrick, Abhinav Shrivastava, Alireza Fathi, Sergio Guadarrama, Kevin Murphy
2018 J jnl
Tracking Emerges by Colorizing Videos.
CoRR
Carl Vondrick, Abhinav Shrivastava, Alireza Fathi, Sergio Guadarrama, Kevin Murphy
2017 J jnl
An experimental study on fuzzy distances for skull-face overlay in craniofacial superimposition.
Fuzzy Sets Syst.
Carmen Campomanes-Álvarez, B. Rosario Campomanes-Álvarez, Sergio Guadarrama, Óscar Ibáñez, Oscar Cordón
2017 A* conf
Improved Image Captioning via Policy Gradient optimization of SPIDEr.
ICCV
Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy
2017 J jnl
Long-Term Recurrent Convolutional Networks for Visual Recognition and Description.
IEEE Trans. Pattern Anal. Mach. Intell.
Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach, Subhashini Venugopalan, Sergio Guadarrama, Kate Saenko, Trevor Darrell
2017 A conf
PixColor: Pixel Recursive Colorization.
BMVC
Sergio Guadarrama, Ryan Dahl, David Bieber, Jonathon Shlens, Mohammad Norouzi, Kevin Murphy
2017 J jnl
PixColor: Pixel Recursive Colorization.
CoRR
Sergio Guadarrama, Ryan Dahl, David Bieber, Mohammad Norouzi, Jonathon Shlens, Kevin Murphy
2017 J jnl
Semantic Instance Segmentation via Deep Metric Learning.
CoRR
Alireza Fathi, Zbigniew Wojna, Vivek Rathod, Peng Wang, Hyun Oh Song, Sergio Guadarrama, Kevin P. Murphy
2017 A* conf
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors.
CVPR
Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy
2017 A conf
The Devil is in the Decoder.
BMVC
Zbigniew Wojna, Jasper R. R. Uijlings, Sergio Guadarrama, Nathan Silberman, Liang-Chieh Chen, Alireza Fathi, Vittorio Ferrari
2017 J jnl
The Devil is in the Decoder.
CoRR
Zbigniew Wojna, Vittorio Ferrari, Sergio Guadarrama, Nathan Silberman, Liang-Chieh Chen, Alireza Fathi, Jasper R. R. Uijlings
2016 A* conf
Cross-modal adaptation for RGB-D detection.
ICRA
Judy Hoffman, Saurabh Gupta, Jian Leong, Sergio Guadarrama, Trevor Darrell
2016 J jnl
Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning.
J. Mach. Learn. Res.
Judy Hoffman, Deepak Pathak, Eric Tzeng, Jonathan Long, Sergio Guadarrama, Trevor Darrell, Kate Saenko
2016 J jnl
Optimization of image description metrics using policy gradient methods.
CoRR
Siqi Liu, Zhenhai Zhu, Ning Ye, Sergio Guadarrama, Kevin Murphy
2016 J jnl
Speed/accuracy trade-offs for modern convolutional object detectors.
CoRR
Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy
2016 J jnl
Understanding object descriptions in robotics by open-vocabulary object retrieval and detection.
Int. J. Robotics Res.
Sergio Guadarrama, Erik Rodner, Kate Saenko, Trevor Darrell
2015 — ch.
A First Inquiry on Semantic-Based Models of And.
Accuracy and Fuzziness
Sergio Guadarrama, Eloy Renedo, Enric Trillas
2015 A* conf
Compute Less to Get More: Using ORC to Improve Sparse Filtering.
AAAI
Johannes Lederer, Sergio Guadarrama
2015 A* conf
Im2Calories: Towards an Automated Mobile Vision Food Diary.
ICCV
Austin Myers, Nick Johnston, Vivek Rathod, Anoop Korattikara, Alexander N. Gorban, Nathan Silberman, Sergio Guadarrama, George Papandreou, Jonathan Huang, Kevin Murphy
2015 A* conf
Long-term recurrent convolutional networks for visual recognition and description.
CVPR
Jeff Donahue, Lisa Anne Hendricks, Sergio Guadarrama, Marcus Rohrbach, Subhashini Venugopalan, Trevor Darrell, Kate Saenko
2014 A* conf
Caffe: Convolutional Architecture for Fast Feature Embedding.
ACM Multimedia
Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross B. Girshick, Sergio Guadarrama, Trevor Darrell
2014 J jnl
Caffe: Convolutional Architecture for Fast Feature Embedding.
CoRR
Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross B. Girshick, Sergio Guadarrama, Trevor Darrell
2014 J jnl
Compute Less to Get More: Using ORC to Improve Sparse Filtering.
CoRR
Johannes Lederer, Sergio Guadarrama
2014 B conf
Integrating Language and Vision to Generate Natural Language Descriptions of Videos in the Wild.
COLING
Jesse Thomason, Subhashini Venugopalan, Sergio Guadarrama, Kate Saenko, Raymond J. Mooney
2014 J jnl
LSDA: Large Scale Detection Through Adaptation.
CoRR
Judy Hoffman, Sergio Guadarrama, Eric Tzeng, Jeff Donahue, Ross B. Girshick, Trevor Darrell, Kate Saenko
2014 — conf
LSDA: Large Scale Detection through Adaptation.
NIPS
Judy Hoffman, Sergio Guadarrama, Eric Tzeng, Ronghang Hu, Jeff Donahue, Ross B. Girshick, Trevor Darrell, Kate Saenko
2014 J jnl
Long-term Recurrent Convolutional Networks for Visual Recognition and Description.
CoRR
Jeff Donahue, Lisa Anne Hendricks, Sergio Guadarrama, Marcus Rohrbach, Subhashini Venugopalan, Kate Saenko, Trevor Darrell
2014 — conf
Open-vocabulary Object Retrieval.
Robotics: Science and Systems
Sergio Guadarrama, Erik Rodner, Kate Saenko, Ning Zhang, Ryan Farrell, Jeff Donahue, Trevor Darrell
2013 — conf
Around the BISC Roundtable.
On Fuzziness (1)
Sergio Guadarrama
2013 A* conf
Generating Natural-Language Video Descriptions Using Text-Mined Knowledge.
AAAI
Niveda Krishnamoorthy, Girish Malkarnenkar, Raymond J. Mooney, Kate Saenko, Sergio Guadarrama
2013 A conf
Grounding spatial relations for human-robot interaction.
IROS
Sergio Guadarrama, Lorenzo Riano, Dave Golland, Daniel Göhring, Yangqing Jia, Dan Klein, Pieter Abbeel, Trevor Darrell
2013 A* conf
YouTube2Text: Recognizing and Describing Arbitrary Activities Using Semantic Hierarchies and Zero-Shot Recognition.
ICCV
Sergio Guadarrama, Niveda Krishnamoorthy, Girish Malkarnenkar, Subhashini Venugopalan, Raymond J. Mooney, Trevor Darrell, Kate Saenko
2011 — conf
Constrained type-2 fuzzy sets.
T2FUZZ
Jonathan M. Garibaldi, Sergio Guadarrama
2010 J jnl
A (naıve) glance at Soft Computing.
Int. J. Comput. Intell. Syst.
Enric Trillas, Claudio Moraga, Sergio Guadarrama
2010 J jnl
Approximate Robotic Mapping from sonar data by modeling Perceptions with Antonyms
CoRR
Sergio Guadarrama, Antonio Ruiz-Mayor
2010 J jnl
Approximate robotic mapping from sonar data by modeling perceptions with antonyms.
Inf. Sci.
Sergio Guadarrama, Antonio Ruiz-Mayor
2010 B conf
Collecting fuzzy perceptions from non-expert users.
FUZZ-IEEE
José Barranquero Tolosa, Sergio Guadarrama
2010 J jnl
Fuzzy representations need a careful design.
Int. J. Gen. Syst.
Enric Trillas, Sergio Guadarrama
2010 B conf
Syntax learning for the description of scenes composed of geometric shapes.
FUZZ-IEEE
David P. Pancho, Sergio Guadarrama
2010 J jnl
Using Soft Constraints To Learn Semantic Models Of Descriptions Of Shapes
CoRR
Sergio Guadarrama, David P. Pancho
2010 — conf
Using Soft Constraints to Interpret Descriptions of Shapes.
ICSC
Sergio Guadarrama, David P. Pancho
2010 B conf
Using soft constraints to learn semantic models of descriptions of shapes.
FUZZ-IEEE
Sergio Guadarrama, David P. Pancho
2010 J jnl
What Computing with Words Means to Me [Discussion Forum].
IEEE Comput. Intell. Mag.
Jerry M. Mendel, Lotfi A. Zadeh, Enric Trillas, Ronald R. Yager, Jonathan Lawry, Hani Hagras, Sergio Guadarrama
2009 — conf
A New Approach to Fuzzy Location of Cephalometric Landmarks in Craniofacial Superimposition.
IFSA/EUSFLAT Conf.
Óscar Ibáñez, Oscar Cordón, Sergio Damas, Sergio Guadarrama, José Santamaría
2009 — conf
Computing with Actions: the case of driving a car in a simulated car race.
IFSA/EUSFLAT Conf.
Sergio Guadarrama
2009 J jnl
Crisp sets as classes of discontinuous fuzzy sets.
Int. J. Approx. Reason.
Enric Trillas, Itziar García-Honrado, Sergio Guadarrama, Eloy Renedo
2009 — conf
Evaluating Premises, Partial Consequences and Partial Hypotheses.
IFSA/EUSFLAT Conf.
Itziar García-Honrado, Enric Trillas, Sergio Guadarrama, Eloy Renedo
2009 — conf
Using Concept-Analyzer for Comparing Concepts.
ICSC
Sergio Guadarrama
2008 — conf
Tuning a fuzzy racing car by coevolution.
GEFS
Sergio Guadarrama, Ruben Vazquez
2007 — —
A contribution to computing with words/perceptions = Contribución al estudio de la computación con palabras/percepciones.
Sergio Guadarrama
2007 B conf
Robust Gesture Recognition using a Prediction-Error-Classification Approach.
FUZZ-IEEE
Gonzalo Bailador, Sergio Guadarrama
2006 Misc conf
Gesture recognition using a neuro-fuzzy predictor.
Artificial Intelligence and Soft Computing
Gonzalo Bailador, Gracián Triviño, Sergio Guadarrama
2005 — conf
A Reflection on the use of And.
EUSFLAT Conf.
Sergio Guadarrama, Eloy Renedo
2005 — conf
Soft Computing for Information Retrieval in the WEB.
EUSFLAT Conf.
Enrique Herrera-Viedma, María J. Martín-Bautista, Sergio Guadarrama, Alejandro Sobrino, José A. Olivas
2005 J jnl
What about fuzzy logic's linguistic soundness?
Fuzzy Sets Syst.
Enric Trillas, Sergio Guadarrama
2004 J jnl
Fuzzy Prolog: a new approach using soft constraints propagation.
Fuzzy Sets Syst.
Sergio Guadarrama, Susana Muñoz-Hernández, Claudio Vaucheret
2003 — conf
Constructive combination of crisp and fuzzy logic in a Prolog compiler.
WLPE
Susana Muñoz-Hernández, Claudio Vaucheret, Sergio Guadarrama
2003 J jnl
Multiple-Valued Logic and Artificial Intelligence Fundamentals of Fuzzy Control Revisited.
Artif. Intell. Rev.
Claudio Moraga, Enric Trillas, Sergio Guadarrama
2002 — conf
Combining Crisp and Fuzzy Logic in a Prolog Compiler.
APPIA-GULP-PRODE
Susana Muñoz-Hernández, Claudio Vaucheret, Sergio Guadarrama
2002 B conf
Fuzzy Prolog: A Simple General Implementation Using CLP(R).
ICLP
Claudio Vaucheret, Sergio Guadarrama, Susana Muñoz-Hernández
2002 B conf
Fuzzy Prolog: A Simple General Implementation Using CLP(R).
LPAR
Claudio Vaucheret, Sergio Guadarrama, Susana Muñoz-Hernández
2001 B conf
On a New Theory of Fuzzy Sets With Just One Self-Contradiction.
FUZZ-IEEE
Enric Trillas, Eloy Renedo, Sergio Guadarrama