SR
Scott Reed
cs.LGcs.CVcs.AIcs.ROcs.NEstat.MLcs.CLcs.SD
On Valency
published · living versionsW_6um5xyqj·v1 · currentpublished
Going Deeper with Convolutions
with Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet +4
1 version
Preprints & journals
27 papers in the corpus · 2014–2026World Action Models are Zero-shot Policies2602.15922v1 · Seonghyeon Ye, Yunhao Ge, Kaiyuan Zheng et al.2026 · 0 citationsarXiv
QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation2502.05178v1 · Yue Zhao, Fuzhao Xue, Scott Reed et al.2025 · 0 citationsarXiv
Genie: Generative Interactive Environments2402.15391v1 · Jake Bruce, Michael Dennis, Ashley Edwards et al.2024 · 12 citationsarXiv
RoboCat: A Self-Improving Generalist Agent for Robotic Manipulation2306.11706v2 · Konstantinos Bousmalis, Giulia Vezzani, Dushyant Rao et al.2023 · 9 citationsarXiv
A Generalist Agent2205.06175v3 · Scott Reed, Konrad Zolna, Emilio Parisotto et al.2022 · 64 citationsTransactions on Machine Learning Research, 11/2022, https://openreview.net/forum?id=1ikK0kHjvj
Shaking the foundations: delusions in sequence models for interaction and control2110.10819v1 · Pedro A. Ortega, Markus Kunesch, Gr'egoire Del'etang et al.2021 · 21 citationsarXiv
Critic Regularized Regression2006.15134v3 · Ziyu Wang, Alexander Novikov, Konrad Zolna et al.2020 · 93 citationsarXiv
Learning Compositional Neural Programs with Recursive Tree Search and Planning1905.12941v2 · Thomas Pierrot, Guillaume Ligner, Scott Reed et al.2019 · 19 citationsarXiv
Semi-supervised reward learning for offline reinforcement learning2012.06899v1 · Ksenia Konyushkova, Konrad Zolna, Yusuf Aytar et al.2020 · 7 citationsarXiv
Offline Learning from Demonstrations and Unlabeled Experience2011.13885v1 · Konrad Zolna, Alexander Novikov, Ksenia Konyushkova et al.2020 · 14 citationsarXiv
Task-Relevant Adversarial Imitation Learning1910.01077v2 · Konrad Zolna, Scott Reed, Alexander Novikov et al.2019 · 24 citationsarXiv
Scaling data-driven robotics with reward sketching and batch reinforcement learning1909.12200v3 · Serkan Cabi, Sergio G'omez Colmenarejo, Alexander Novikov et al.2019 · 93 citationsRobotics: Science and Systems Conference 2020
Sample Efficient Adaptive Text-to-Speech1809.10460v3 · Yutian Chen, Yannis Assael, Brendan Shillingford et al.2018 · 106 citationsarXiv
One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL1810.05017v1 · Tom Le Paine, Sergio G'omez Colmenarejo, Ziyu Wang et al.2018 · 20 citationsarXiv
Neural Arithmetic Logic Units1808.00508v1 · Andrew Trask, Felix Hill, Scott Reed et al.2018 · 77 citationsarXiv
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans1712.10215v2 · Angela Dai, Daniel Ritchie, Martin Bokeloh et al.2017 · 341 citationsarXiv
Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions1710.10304v4 · Scott Reed, Yutian Chen, Thomas Paine et al.2017 · 50 citationsarXiv
Robust Imitation of Diverse Behaviors1707.02747v2 · Ziyu Wang, Josh Merel, Scott Reed et al.2017 · 121 citationsarXiv
Parallel Multiscale Autoregressive Density Estimation1703.03664v1 · Scott Reed, Aaron van den Oord, Nal Kalchbrenner et al.2017 · 43 citationsarXiv
SSD: Single Shot MultiBox Detector1512.02325v5 · Wei Liu, Dragomir Anguelov, Dumitru Erhan et al.2015 · 35,686 citationsarXiv
Learning What and Where to Draw1610.02454v1 · Scott Reed, Zeynep Akata, Santosh Mohan et al.2016 · 206 citationsarXiv
Generative Adversarial Text to Image Synthesis1605.05396v2 · Scott Reed, Zeynep Akata, Xinchen Yan et al.2016 · 2,260 citationsarXiv
Learning Deep Representations of Fine-grained Visual Descriptions1605.05395v1 · Scott Reed, Zeynep Akata, Bernt Schiele et al.2016 · 860 citationsarXiv
Neural Programmer-Interpreters1511.06279v4 · Scott Reed, Nando de Freitas2015 · 228 citationsarXiv
Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis1601.00706v1 · Jimei Yang, Scott Reed, Ming-Hsuan Yang et al.2016 · 280 citationsarXiv
Scalable, High-Quality Object Detection1412.1441v3 · Christian Szegedy, Scott Reed, Dumitru Erhan et al.2014 · 334 citationsarXiv
Going Deeper with Convolutions1409.4842v1 · Christian Szegedy, Wei Liu, Yangqing Jia et al.2014 · 1,374 citationsarXivon Valency
Career total: 40 works. 27 are in this corpus.
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