Sergio Guadarrama
15 papers · 2013–2022 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Keyword Trendsetter Combo
(3)
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Century Club Β· Bronze
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Unstoppable Β· Silver
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Conference Pioneer
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Keyword Collector
(67)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(9)
Computer Vision
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Analysis
(5)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Reinforcement Learning
(3)
Application Areas
(3)
Core AI Β· Artificial Intelligence
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Methods
(3)
Architectures
(2)
Core AI Β· Computer Vision
(2)
Keywords
convolutional neural network
(4)
transfer learning
(3)
representation learning
(3)
object detection
(3)
contrastive learning
(2)
deep convolutional neural network
(2)
domain adaptation
(2)
semantic segmentation
(1)
zero-shot learning
(1)
image classification
(1)
image captioning
(1)
feature extraction
(1)
temporal dynamics
(1)
offline reinforcement learning
(1)
weakly supervised learning
(1)
sample efficiency
(1)
self-supervised learning
(1)
natural language generation
(1)
video recognition
(1)
image segmentation
(1)
Papers
Multi-Game Decision Transformers
NeurIPS 2022
Compressive Visual Representations
NeurIPS 2021
Measuring the Reliability of Reinforcement Learning Algorithms
ICLR 2020
Predictive Information Accelerates Learning in RL
NeurIPS 2020
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following
ICLR 2019
Tracking Emerges by Colorizing Videos
ECCV 2018
Improved Image Captioning via Policy Gradient Optimization of SPIDEr
ICCV 2017
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
CVPR 2017
Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning
JMLR 2016
Im2Calories: Towards an Automated Mobile Vision Food Diary
ICCV 2015
Long-Term Recurrent Convolutional Networks for Visual Recognition and Description
CVPR 2015
Integrating Language and Vision to Generate Natural Language Descriptions of Videos in the Wild
COLING 2014
LSDA: Large Scale Detection through Adaptation
NeurIPS 2014
Open-vocabulary Object Retrieval
RSS 2014
YouTube2Text: Recognizing and Describing Arbitrary Activities Using Semantic Hierarchies and Zero-Shot Recognition
ICCV 2013