Sergio Guadarrama

Affiliations:
  • University of California, Berkeley, USA


According to our database1, Sergio Guadarrama authored at least 59 papers between 2001 and 2022.

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Bibliography

2022
Multi-Game Decision Transformers.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Scalability and Generalization of Circuit Training for Chip Floorplanning.
Proceedings of the ISPD 2022: International Symposium on Physical Design, Virtual Event, Canada, March 27, 2022

PI-ARS: Accelerating Evolution-Learned Visual-Locomotion with Predictive Information Representations.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2021
Compressive Visual Representations.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Predictive Information Accelerates Learning in RL.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Measuring the Reliability of Reinforcement Learning Algorithms.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
The Devil is in the Decoder: Classification, Regression and GANs.
Int. J. Comput. Vis., 2019

From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Tracking Emerges by Colorizing Videos.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Long-Term Recurrent Convolutional Networks for Visual Recognition and Description.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

An experimental study on fuzzy distances for skull-face overlay in craniofacial superimposition.
Fuzzy Sets Syst., 2017

Semantic Instance Segmentation via Deep Metric Learning.
CoRR, 2017

Improved Image Captioning via Policy Gradient optimization of SPIDEr.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

The Devil is in the Decoder.
Proceedings of the British Machine Vision Conference 2017, 2017

PixColor: Pixel Recursive Colorization.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning.
J. Mach. Learn. Res., 2016

Understanding object descriptions in robotics by open-vocabulary object retrieval and detection.
Int. J. Robotics Res., 2016

Optimization of image description metrics using policy gradient methods.
CoRR, 2016

Cross-modal adaptation for RGB-D detection.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
A First Inquiry on Semantic-Based Models of And.
Proceedings of the Accuracy and Fuzziness. A Life in Science and Politics, 2015

Im2Calories: Towards an Automated Mobile Vision Food Diary.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Compute Less to Get More: Using ORC to Improve Sparse Filtering.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
LSDA: Large Scale Detection Through Adaptation.
CoRR, 2014

Open-vocabulary Object Retrieval.
Proceedings of the Robotics: Science and Systems X, 2014

LSDA: Large Scale Detection through Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Caffe: Convolutional Architecture for Fast Feature Embedding.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Integrating Language and Vision to Generate Natural Language Descriptions of Videos in the Wild.
Proceedings of the COLING 2014, 2014

2013
Grounding spatial relations for human-robot interaction.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

YouTube2Text: Recognizing and Describing Arbitrary Activities Using Semantic Hierarchies and Zero-Shot Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Around the BISC Roundtable.
Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1, 2013

Generating Natural-Language Video Descriptions Using Text-Mined Knowledge.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2011
Constrained type-2 fuzzy sets.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

2010
Approximate robotic mapping from sonar data by modeling perceptions with antonyms.
Inf. Sci., 2010

Fuzzy representations need a careful design.
Int. J. Gen. Syst., 2010

A (naıve) glance at Soft Computing.
Int. J. Comput. Intell. Syst., 2010

What Computing with Words Means to Me [Discussion Forum].
IEEE Comput. Intell. Mag., 2010

Using Soft Constraints to Interpret Descriptions of Shapes.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Collecting fuzzy perceptions from non-expert users.
Proceedings of the FUZZ-IEEE 2010, 2010

Syntax learning for the description of scenes composed of geometric shapes.
Proceedings of the FUZZ-IEEE 2010, 2010

Using soft constraints to learn semantic models of descriptions of shapes.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Crisp sets as classes of discontinuous fuzzy sets.
Int. J. Approx. Reason., 2009

Using Concept-Analyzer for Comparing Concepts.
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

A New Approach to Fuzzy Location of Cephalometric Landmarks in Craniofacial Superimposition.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Computing with Actions: the case of driving a car in a simulated car race.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Evaluating Premises, Partial Consequences and Partial Hypotheses.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Tuning a fuzzy racing car by coevolution.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008

2007
A contribution to computing with words/perceptions = Contribución al estudio de la computación con palabras/percepciones.
PhD thesis, 2007

Robust Gesture Recognition using a Prediction-Error-Classification Approach.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Gesture recognition using a neuro-fuzzy predictor.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005
What about fuzzy logic's linguistic soundness?
Fuzzy Sets Syst., 2005

Soft Computing for Information Retrieval in the WEB.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

A Reflection on the use of And.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004
Fuzzy Prolog: a new approach using soft constraints propagation.
Fuzzy Sets Syst., 2004

2003
Multiple-Valued Logic and Artificial Intelligence Fundamentals of Fuzzy Control Revisited.
Artif. Intell. Rev., 2003

Constructive combination of crisp and fuzzy logic in a Prolog compiler.
Proceedings of the 13th International Workshop on Logic Programming Environments, 2003

2002
Fuzzy Prolog: A Simple General Implementation Using CLP(R).
Proceedings of the Logic Programming, 18th International Conference, 2002

Combining Crisp and Fuzzy Logic in a Prolog Compiler.
Proceedings of the AGP 2002: Proceedings of the Joint Conference on Declarative Programming, 2002

2001
On a New Theory of Fuzzy Sets With Just One Self-Contradiction.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001


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