SG
Sergio Guadarrama
cs.LGcs.CVcs.AIcs.ROcs.CLstat.MLcs.ITmath.ITcs.GRcs.HC
On Valency
published · living versionsW_kmjwgbm3·v1 · currentpublished
Caffe: Convolutional Architecture for Fast Feature Embedding
with Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev +3
1 version
Preprints & journals
20 papers in the corpus · 2010–2025A2Perf: Real-World Autonomous Agents Benchmark2503.03056v1 · Ikechukwu Uchendu, Jason Jabbour, Korneel Van den Berghe et al.2025 · 0 citationsarXiv
Multi-Game Decision Transformers2205.15241v2 · Kuang-Huei Lee, Ofir Nachum, Mengjiao Yang et al.2022 · 27 citationsarXiv
PI-ARS: Accelerating Evolution-Learned Visual-Locomotion with Predictive Information Representations2207.13224v1 · Kuang-Huei Lee, Ofir Nachum, Tingnan Zhang et al.2022 · 11 citationsarXiv
Compressive Visual Representations2109.12909v3 · Kuang-Huei Lee, Anurag Arnab, Sergio Guadarrama et al.2021 · 2 citationsarXiv
Predictive Information Accelerates Learning in RL2007.12401v2 · Kuang-Huei Lee, Ian Fischer, Anthony Liu et al.2020 · 29 citationsarXiv
Measuring the Reliability of Reinforcement Learning Algorithms1912.05663v2 · Stephanie C.Y. Chan, Samuel Fishman, John Canny et al.2019 · 53 citationsarXiv
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following1902.07742v1 · Justin Fu, Anoop Korattikara, Sergey Levine et al.2019 · 70 citationsarXiv
The Devil is in the Decoder: Classification, Regression and GANs1707.05847v3 · Zbigniew Wojna, Vittorio Ferrari, Sergio Guadarrama et al.2017 · 76 citationsarXiv
Long-Term Recurrent Convolutional Networks for Visual Recognition and Description.27608449 · Donahue, Jeff, Hendricks, Lisa Anne, Rohrbach, Marcus et al.2018 · 1,616 citationsIEEE transactions on pattern analysis and machine intelligence. 2017;39(4):677-691
Tracking Emerges by Colorizing Videos1806.09594v2 · Carl Vondrick, Abhinav Shrivastava, Alireza Fathi et al.2018 · 407 citationsarXiv
Improved Image Captioning via Policy Gradient optimization of SPIDEr1612.00370v4 · Siqi Liu, Zhenhai Zhu, Ning Ye et al.2016 · 459 citationsarXiv
LSDA: Large Scale Detection Through Adaptation1407.5035v3 · Judy Hoffman, Sergio Guadarrama, Eric Tzeng et al.2014 · 193 citationsNeural Information Processing Systems (NIPS) 2014
PixColor: Pixel Recursive Colorization1705.07208v2 · Sergio Guadarrama, Ryan Dahl, David Bieber et al.2017 · 96 citationsarXiv
Speed/accuracy trade-offs for modern convolutional object detectors1611.10012v3 · Jonathan Huang, Vivek Rathod, Chen Sun et al.2016 · 2,826 citationsarXiv
Semantic Instance Segmentation via Deep Metric Learning1703.10277v1 · Alireza Fathi, Zbigniew Wojna, Vivek Rathod et al.2017 · 208 citationsarXiv
Long-term Recurrent Convolutional Networks for Visual Recognition and Description1411.4389v4 · Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach et al.2014 · 5,879 citationsarXiv
Compute Less to Get More: Using ORC to Improve Sparse Filtering1409.4689v2 · Johannes Lederer, Sergio Guadarrama2014 · 3 citationsarXiv
Caffe: Convolutional Architecture for Fast Feature Embedding1408.5093v1 · Yangqing Jia, Evan Shelhamer, Jeff Donahue et al.2014 · 4,261 citationsarXivon Valency
Approximate Robotic Mapping from sonar data by modeling Perceptions with Antonyms1006.5827v1 · Sergio Guadarrama, Antonio Ruiz-Mayor2010 · 16 citationsarXiv
Using Soft Constraints To Learn Semantic Models Of Descriptions Of Shapes1005.5253v1 · Sergio Guadarrama, David P. Pancho2010 · 1 citationarXiv
Career total: 89 works. 20 are in this corpus.
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