Jonathon Shlens

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2012–2025

Best venue rank

Where they publish

Papers

37 indexed papers, newest first.

Year	Venue	Title	Authors
2025	CVPR	Learning Visual Composition through Improved Semantic Guidance.	Austin Stone, Hagen Soltau, Robert Geirhos, Xi Yi, Ye Xia, Bingyi Cao, Kaifeng Chen, Abhijit Ogale, Jonathon Shlens
2025	ICML	Towards flexible perception with visual memory.	Robert Geirhos, Priyank Jaini, Austin Stone, Sourabh Medapati, Xi Yi, George Toderici, Abhijit Ogale, Jonathon Shlens
2024	ICLR	MOFI: Learning Image Representations from Noisy Entity Annotated Images.	Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Yinfei Yang
2023	EMNLP	STAIR: Learning Sparse Text and Image Representation in Grounded Tokens.	Chen Chen, Bowen Zhang, Liangliang Cao, Jiguang Shen, Tom Gunter, Albin Madappally Jose, Alexander Toshev, Yantao Zheng, Jonathon Shlens, Ruoming Pang, Yinfei Yang
2023	ICCV	Perceptual Grouping in Contrastive Vision-Language Models.	Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens
2023	ICML	Robustness in Multimodal Learning under Train-Test Modality Mismatch.	Brandon McKinzie, Vaishaal Shankar, Joseph Yitan Cheng, Yinfei Yang, Jonathon Shlens, Alexander T. Toshev
2022	AISTATS	Mitigating Bias in Calibration Error Estimation.	Rebecca Roelofs, Nicholas Cain, Jonathon Shlens, Michael C. Mozer
2022	ECCV	PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds.	Zhaoqi Leng, Shuyang Cheng, Benjamin Caine, Weiyue Wang, Xiao Zhang, Jonathon Shlens, Mingxing Tan, Dragomir Anguelov
2022	ICLR	Scene Transformer: A unified architecture for predicting future trajectories of multiple agents.	Jiquan Ngiam, Vijay Vasudevan, Benjamin Caine, Zhengdong Zhang, Hao-Tien Lewis Chiang, Jeffrey Ling, Rebecca Roelofs, Alex Bewley, Chenxi Liu, Ashish Venugopal, David J. Weiss, Ben Sapp, Zhifeng Chen, Jonathon Shlens
2021	CVPR	Bottleneck Transformers for Visual Recognition.	Aravind Srinivas, Tsung-Yi Lin, Niki Parmar, Jonathon Shlens, Pieter Abbeel, Ashish Vaswani
2021	CVPR	Scaling Local Self-Attention for Parameter Efficient Visual Backbones.	Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas, Niki Parmar, Blake A. Hechtman, Jonathon Shlens
2021	ICCV	Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset.	Scott Ettinger, Shuyang Cheng, Benjamin Caine, Chenxi Liu, Hang Zhao, Sabeek Pradhan, Yuning Chai, Ben Sapp, Charles R. Qi, Yin Zhou, Zoey Yang, Aurelien Chouard, Pei Sun, Jiquan Ngiam, Vijay Vasudevan, Alexander McCauley, Jonathon Shlens, Dragomir Anguelov
2020	CVPR	Randaugment: Practical automated data augmentation with a reduced search space.	Ekin D. Cubuk, Barret Zoph, Jonathon Shlens, Quoc V. Le
2020	CVPR	Scalability in Perception for Autonomous Driving: Waymo Open Dataset.	Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla, Aurelien Chouard, Vijaysai Patnaik, Paul Tsui, James Guo, Yin Zhou, Yuning Chai, Benjamin Caine, Vijay Vasudevan, Wei Han, Jiquan Ngiam, Hang Zhao, Aleksei Timofeev, Scott Ettinger, Maxim Krivokon, Amy Gao, Aditya Joshi, Yu Zhang, Jonathon Shlens, Zhifeng Chen, Dragomir Anguelov
2020	ECCV	Improving 3D Object Detection Through Progressive Population Based Augmentation.	Shuyang Cheng, Zhaoqi Leng, Ekin Dogus Cubuk, Barret Zoph, Chunyan Bai, Jiquan Ngiam, Yang Song, Benjamin Caine, Vijay Vasudevan, Congcong Li, Quoc V. Le, Jonathon Shlens, Dragomir Anguelov
2020	ECCV	Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation.	Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens
2020	ECCV	Streaming Object Detection for 3-D Point Clouds.	Wei Han, Zhengdong Zhang, Benjamin Caine, Brandon Yang, Christoph Sprunk, Ouais Alsharif, Jiquan Ngiam, Vijay Vasudevan, Jonathon Shlens, Zhifeng Chen
2020	ECCV	Learning Data Augmentation Strategies for Object Detection.	Barret Zoph, Ekin D. Cubuk, Golnaz Ghiasi, Tsung-Yi Lin, Jonathon Shlens, Quoc V. Le
2020	ICML	Revisiting Spatial Invariance with Low-Rank Local Connectivity.	Gamaleldin F. Elsayed, Prajit Ramachandran, Jonathon Shlens, Simon Kornblith
2019	CVPR	Do Better ImageNet Models Transfer Better?	Simon Kornblith, Jonathon Shlens, Quoc V. Le
2019	ICCV	Attention Augmented Convolutional Networks.	Irwan Bello, Barret Zoph, Quoc Le, Ashish Vaswani, Jonathon Shlens
2019	ICCV	A Learned Representation for Scalable Vector Graphics.	Raphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon Shlens
2019	ICLR	A Learned Representation for Scalable Vector Graphics.	Raphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon Shlens
2018	CVPR	Recurrent Segmentation for Variable Computational Budgets.	Lane McIntosh, Niru Maheswaranathan, David Sussillo, Jonathon Shlens
2018	CVPR	Learning Transferable Architectures for Scalable Image Recognition.	Barret Zoph, Vijay Vasudevan, Jonathon Shlens, Quoc V. Le
2018	ECCV	Progressive Neural Architecture Search.	Chenxi Liu, Barret Zoph, Maxim Neumann, Jonathon Shlens, Wei Hua, Li-Jia Li, Li Fei-Fei, Alan L. Yuille, Jonathan Huang, Kevin Murphy
2018	ECCV	A Dataset and Architecture for Visual Reasoning with a Working Memory.	Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang, Jonathon Shlens, David Sussillo
2018	ICLR	Learning a neural response metric for retinal prosthesis.	Nishal P. Shah, Sasidhar Madugula, E. J. Chichilnisky, Yoram Singer, Jonathon Shlens
2017	BMVC	Exploring the structure of a real-time, arbitrary neural artistic stylization network.	Golnaz Ghiasi, Honglak Lee, Manjunath Kudlur, Vincent Dumoulin, Jonathon Shlens
2017	BMVC	PixColor: Pixel Recursive Colorization.	Sergio Guadarrama, Ryan Dahl, David Bieber, Jonathon Shlens, Mohammad Norouzi, Kevin Murphy
2017	CVPR	YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video.	Esteban Real, Jonathon Shlens, Stefano Mazzocchi, Xin Pan, Vincent Vanhoucke
2017	ICCV	Pixel Recursive Super Resolution.	Ryan Dahl, Mohammad Norouzi, Jonathon Shlens
2017	ICLR	A Learned Representation For Artistic Style.	Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur
2017	ICML	Conditional Image Synthesis with Auxiliary Classifier GANs.	Augustus Odena, Christopher Olah, Jonathon Shlens
2016	CVPR	Rethinking the Inception Architecture for Computer Vision.	Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jonathon Shlens, Zbigniew Wojna
2013	CVPR	Fast, Accurate Detection of 100, 000 Object Classes on a Single Machine.	Thomas L. Dean, Mark A. Ruzon, Mark Segal, Jonathon Shlens, Sudheendra Vijayanarasimhan, Jay Yagnik
2012	AAAI	Three Controversial Hypotheses Concerning Computation in the Primate Cortex.	Thomas L. Dean, Greg Corrado, Jonathon Shlens