JS
Jonathon Shlens
cs.CVcs.LGstat.MLcs.AIModels, Neurologicalcs.CLcs.ITcs.ROmath.ITneuroscience
On Valency
published · living versionsW_snpkpxfk·v1 · currentpublished
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
with Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo +35
1 version
Preprints & journals
76 papers in the corpus · 2005–2025MedGemma Technical Report2507.05201v4 · Andrew Sellergren, Sahar Kazemzadeh, Tiam Jaroensri et al.2025 · 43 citationsarXiv
Towards flexible perception with visual memory2408.08172v3 · Robert Geirhos, Priyank Jaini, Austin Stone et al.2024 · 0 citationsarXiv
Learning Visual Composition through Improved Semantic Guidance2412.15396v2 · Austin Stone, Hagen Soltau, Robert Geirhos et al.2024 · 2 citationsarXiv
Capabilities of Gemini Models in Medicine2404.18416v2 · Khaled Saab, Tao Tu, Wei-Hung Weng et al.2024 · 98 citationsarXiv
Author Correction: Subtle adversarial image manipulations influence both human and machine perception.38228579 · Veerabadran, Vijay, Goldman, Josh, Shankar, Shreya et al.2024 · 0 citationsNature communications. 2024;15(1):543
Perceptual Grouping in Contrastive Vision-Language Models2210.09996v3 · Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi et al.2022 · 40 citationsarXiv
Subtle adversarial image manipulations influence both human and machine perception.37582834 · Veerabadran, Vijay, Goldman, Josh, Shankar, Shreya et al.2023 · 16 citationsNature communications. 2023;14(1):4933
On Robustness in Multimodal Learning2304.04385v2 · Brandon McKinzie, Joseph Cheng, Vaishaal Shankar et al.2023 · 0 citationsarXiv
STAIR: Learning Sparse Text and Image Representation in Grounded Tokens2301.13081v2 · Chen Chen, Bowen Zhang, Liangliang Cao et al.2023 · 17 citationsarXiv
PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds2210.13428v1 · Zhaoqi Leng, Shuyang Cheng, Benjamin Caine et al.2022 · 17 citationsECCV 2022 (pp. 555-572). Springer, Cham
Individual variability of neural computations in the primate retina.34932942 · Shah, Nishal P, Brackbill, Nora, Samarakoon, Ryan et al.2022 · 14 citationsNeuron. 2022;110(4):698-708.e5
Scene Transformer: A unified architecture for predicting multiple agent trajectories2106.08417v3 · Jiquan Ngiam, Benjamin Caine, Vijay Vasudevan et al.2021 · 61 citationsarXiv
Mitigating Bias in Calibration Error Estimation2012.08668v3 · Rebecca Roelofs, Nicholas Cain, Jonathon Shlens et al.2020 · 22 citationsarXiv
Soft Calibration Objectives for Neural Networks2108.00106v2 · Archit Karandikar, Nicholas Cain, Dustin Tran et al.2021 · 8 citationsarXiv
Scalable Scene Flow from Point Clouds in the Real World2103.01306v5 · Philipp Jund, Chris Sweeney, Nichola Abdo et al.2021 · 46 citationsarXiv
Individual variability of neural computations in the primate retina10.1101/2021.02.14.431169v2 · Shah, N. P., Brackbill, N., Samarakoon, R. A. et al.2021 · 14 citationsbioRxiv
Bottleneck Transformers for Visual Recognition2101.11605v2 · Aravind Srinivas, Tsung-Yi Lin, Niki Parmar et al.2021 · 1,304 citationsarXiv
Scaling Local Self-Attention for Parameter Efficient Visual Backbones2103.12731v3 · Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas et al.2021 · 461 citationsarXiv
Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset2104.10133v1 · Scott Ettinger, Shuyang Cheng, Benjamin Caine et al.2021 · 558 citationsarXiv
Revisiting ResNets: Improved Training and Scaling Strategies2103.07579v1 · Irwan Bello, William Fedus, Xianzhi Du et al.2021 · 219 citationsarXiv
Pseudo-labeling for Scalable 3D Object Detection2103.02093v1 · Benjamin Caine, Rebecca Roelofs, Vijay Vasudevan et al.2021 · 4 citationsarXiv
A Fourier Perspective on Model Robustness in Computer Vision1906.08988v3 · Dong Yin, Raphael Gontijo Lopes, Jonathon Shlens et al.2019 · 84 citationsarXiv
Attention Augmented Convolutional Networks1904.09925v5 · Irwan Bello, Barret Zoph, Ashish Vaswani et al.2019 · 1,249 citationsarXiv
Revisiting Spatial Invariance with Low-Rank Local Connectivity2002.02959v2 · Gamaleldin F. Elsayed, Prajit Ramachandran, Jonathon Shlens et al.2020 · 9 citationsInternational Conference on Machine Learning, 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation2005.10266v4 · Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng et al.2020 · 166 citationsarXiv
Improving 3D Object Detection through Progressive Population Based Augmentation2004.00831v2 · Shuyang Cheng, Zhaoqi Leng, Ekin Dogus Cubuk et al.2020 · 67 citationsarXiv
Scalability in Perception for Autonomous Driving: Waymo Open Dataset1912.04838v7 · Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla et al.2019 · 3,371 citationsarXiv
Streaming Object Detection for 3-D Point Clouds2005.01864v1 · Wei Han, Zhengdong Zhang, Benjamin Caine et al.2020 · 30 citationsarXiv
StarNet: Targeted Computation for Object Detection in Point Clouds1908.11069v3 · Jiquan Ngiam, Benjamin Caine, Wei Han et al.2019 · 100 citationsarXiv
RandAugment: Practical automated data augmentation with a reduced search space1909.13719v2 · Ekin D. Cubuk, Barret Zoph, Jonathon Shlens et al.2019 · 3,091 citationsarXiv
Using Videos to Evaluate Image Model Robustness1904.10076v3 · Keren Gu, Brandon Yang, Jiquan Ngiam et al.2019 · 28 citationsarXiv
Learning Data Augmentation Strategies for Object Detection1906.11172v1 · Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi et al.2019 · 587 citationsarXiv
Do Better ImageNet Models Transfer Better?1805.08974v3 · Simon Kornblith, Jonathon Shlens, Quoc V. Le2018 · 1,323 citationsarXiv
Stand-Alone Self-Attention in Vision Models1906.05909v1 · Prajit Ramachandran, Niki Parmar, Ashish Vaswani et al.2019 · 216 citationsarXiv
Visual Wake Words Dataset1906.05721v1 · Aakanksha Chowdhery, Pete Warden, Jonathon Shlens et al.2019 · 83 citationsarXiv
Using learned optimizers to make models robust to input noise1906.03367v1 · Luke Metz, Niru Maheswaranathan, Jonathon Shlens et al.2019 · 13 citationsarXiv
A Learned Representation for Scalable Vector Graphics1904.02632v1 · Raphael Gontijo Lopes, David Ha, Douglas Eck et al.2019 · 122 citationsarXiv
Accelerating Training of Deep Neural Networks with a Standardization Loss1903.00925v1 · Jasmine Collins, Johannes Balle, Jonathon Shlens2019 · 2 citationsarXiv
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction1809.04184v1 · Liang-Chieh Chen, Maxwell D. Collins, Yukun Zhu et al.2018 · 359 citationsarXiv
Progressive Neural Architecture Search1712.00559v3 · Chenxi Liu, Barret Zoph, Maxim Neumann et al.2017 · 164 citationsarXiv
A Dataset and Architecture for Visual Reasoning with a Working Memory1803.06092v2 · Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang et al.2018 · 46 citationsarXiv
Learning Transferable Architectures for Scalable Image Recognition1707.07012v4 · Barret Zoph, Vijay Vasudevan, Jonathon Shlens et al.2017 · 6,626 citationsarXiv
Recurrent Segmentation for Variable Computational Budgets1711.10151v2 · Lane McIntosh, Niru Maheswaranathan, David Sussillo et al.2017 · 28 citationsarXiv
Learning a neural response metric for retinal prosthesis10.1101/226530v3 · Shah, N. P., Madugula, S., Chichilnisky, E. J. et al.2017 · 10 citationsbioRxiv
Exploring the structure of a real-time, arbitrary neural artistic stylization network1705.06830v2 · Golnaz Ghiasi, Honglak Lee, Manjunath Kudlur et al.2017 · 323 citationsarXiv
Conditional Image Synthesis With Auxiliary Classifier GANs1610.09585v4 · Augustus Odena, Christopher Olah, Jonathon Shlens2016 · 2,033 citationsarXivon Valency
PixColor: Pixel Recursive Colorization1705.07208v2 · Sergio Guadarrama, Ryan Dahl, David Bieber et al.2017 · 96 citationsarXiv
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video1702.00824v5 · Esteban Real, Jonathon Shlens, Stefano Mazzocchi et al.2017 · 596 citationsarXiv
Pixel Recursive Super Resolution1702.00783v2 · Ryan Dahl, Mohammad Norouzi, Jonathon Shlens2017 · 261 citationsarXiv
Zero-Shot Learning by Convex Combination of Semantic Embeddings1312.5650v3 · Mohammad Norouzi, Tomas Mikolov, Samy Bengio et al.2013 · 776 citationsarXivon Valency
Career total: 109 works. 76 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.