Title
Meta-Transfer Learning through Hard Tasks Qianru Sun Yaoyao Liu Zhaozheng Chen Tat-Seng Chua Bernt Schiele 14 98 0 07 Oct 2019
MLPerf Training Benchmark Arya D. McCarthy Christine Cheng Cody Coleman Greg Diamos Paulius Micikevicius ... Carole-Jean Wu Lingjie Xu Masafumi Yamazaki C. Young Matei A. Zaharia 31 305 0 02 Oct 2019
Probabilistic Data Association via Mixture Models for Robust Semantic SLAM Kevin Doherty David Baxter Edward Schneeweiss John J. Leonard 22 70 0 24 Sep 2019
StarNet: Targeted Computation for Object Detection in Point Clouds Jiquan Ngiam Benjamin Caine Wei Han Brandon Yang Yuning Chai ... O. Alsharif Patrick Nguyen Z. Chen Jonathon Shlens Vijay Vasudevan 3DPC 18 111 0 29 Aug 2019
Phrase Localization Without Paired Training Examples Josiah Wang Lucia Specia 24 41 0 20 Aug 2019
Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection Royston Rodrigues Neha Bhargava R. Velmurugan S. Chaudhuri 17 82 0 12 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo S. Hoi VLM ObjD 32 794 0 10 Aug 2019
Cascaded Revision Network for Novel Object Captioning Qianyu Feng Yu Wu Hehe Fan C. Yan Yezhou Yang 24 35 0 06 Aug 2019
Grape detection, segmentation and tracking using deep neural networks and three-dimensional association T. T. Santos Leonardo L. de Souza A. Santos Sandra Avila 19 268 0 26 Jul 2019
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection Keren Ye Mingda Zhang Adriana Kovashka Wei Li Danfeng Qin Jesse Berent 25 60 0 23 Jul 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt D. Song OODD 50 1,419 0 16 Jul 2019
Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection Hongkai Zhang Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen ObjD 22 65 0 16 Jul 2019
On-Device Neural Net Inference with Mobile GPUs Juhyun Lee Nikolay Chirkov Ekaterina Ignasheva Yury Pisarchyk Mogan Shieh F. Riccardi Raman Sarokin Andrei Kulik Matthias Grundmann BDL 27 88 0 03 Jul 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Tsung-Yi Lin Jonathon Shlens Quoc V. Le 30 523 0 26 Jun 2019
Visual Wake Words Dataset Aakanksha Chowdhery Pete Warden Jonathon Shlens Andrew G. Howard Rocky Rhodes VLM 16 98 0 12 Jun 2019
The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis Cynthia Rudin David Carlson HAI 14 34 0 04 Jun 2019
On Network Design Spaces for Visual Recognition Ilija Radosavovic Justin Johnson Saining Xie Wan-Yen Lo Piotr Dollár 17 134 0 30 May 2019
Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing Zhi Zhou Xu Chen En Li Liekang Zeng Ke Luo Junshan Zhang 19 1,420 0 24 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 32 2,285 0 13 May 2019
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 25 20 0 30 Apr 2019
Attention Augmented Convolutional Networks Irwan Bello Barret Zoph Ashish Vaswani Jonathon Shlens Quoc V. Le 34 1,000 0 22 Apr 2019
CornerNet-Lite: Efficient Keypoint Based Object Detection Hei Law Yun Teng Olga Russakovsky Jia Deng 21 174 0 18 Apr 2019
CenterNet: Keypoint Triplets for Object Detection Kaiwen Duan S. Bai Lingxi Xie H. Qi Qingming Huang Q. Tian NoLa 25 2,640 0 17 Apr 2019
Low-Power Computer Vision: Status, Challenges, Opportunities S. Alyamkin M. Ardi Alexander C. Berg Achille Brighton Bo Chen ... George K. Thiruvathukal Baiwu Zhang Jingchi Zhang Xiaopeng Zhang Shaojie Zhuo 21 10 0 15 Apr 2019
Learning to Generate Unambiguous Spatial Referring Expressions for Real-World Environments Fethiye Irmak Dogan Sinan Kalkan Iolanda Leite 18 19 0 15 Apr 2019
EvalNorm: Estimating Batch Normalization Statistics for Evaluation Saurabh Singh Abhinav Shrivastava 24 51 0 12 Apr 2019
Assessment of Faster R-CNN in Man-Machine collaborative search Arturo Deza A. Surana M. Eckstein OOD 13 7 0 04 Apr 2019
A Robust Learning Approach to Domain Adaptive Object Detection Mehran Khodabandeh Arash Vahdat Mani Ranjbar W. Macready ObjD OOD TTA 13 245 0 04 Apr 2019
BayesOD: A Bayesian Approach for Uncertainty Estimation in Deep Object Detectors Ali Harakeh Michael H. W. Smart Steven L. Waslander BDL UQCV 21 115 0 09 Mar 2019
Customizing Object Detectors for Indoor Robots Saif Alabachi G. Sukthankar Rahul Sukthankar 22 17 0 27 Feb 2019
Data-Driven Vehicle Trajectory Forecasting Shayan Jawed Eya Boumaiza Josif Grabocka Lars Schmidt-Thieme 24 5 0 09 Feb 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 57 859 0 23 Jan 2019
Learning Spatial Pyramid Attentive Pooling in Image Synthesis and Image-to-Image Translation Wei Sun Tianfu Wu 13 13 0 18 Jan 2019
nocaps: novel object captioning at scale Harsh Agrawal Karan Desai Yufei Wang Xinlei Chen Rishabh Jain Mark Johnson Dhruv Batra Devi Parikh Stefan Lee Peter Anderson VLM 13 466 0 20 Dec 2018
Video Action Transformer Network Rohit Girdhar João Carreira Carl Doersch Andrew Zisserman ViT 28 702 0 06 Dec 2018
Meta-Transfer Learning for Few-Shot Learning Qianru Sun Yaoyao Liu Tat-Seng Chua Bernt Schiele 48 1,057 0 06 Dec 2018
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection Hongyu Xu Xutao Lv Xiaoyu Wang Zhou Ren Navaneeth Bodla Rama Chellappa ObjD 29 28 0 28 Nov 2018
Efficient Structured Pruning and Architecture Searching for Group Convolution Ruizhe Zhao Wayne Luk 37 16 0 23 Nov 2018
Fast and accurate object detection in high resolution 4K and 8K video using GPUs Vít Ruzicka F. Franchetti ObjD 19 57 0 24 Oct 2018
DSFD: Dual Shot Face Detector Jian Li Yabiao Wang Changan Wang Ying Tai J. Qian Jian Yang Chengjie Wang Jilin Li Feiyue Huang CVBM 17 406 0 24 Oct 2018
Dynamic Channel Pruning: Feature Boosting and Suppression Xitong Gao Yiren Zhao L. Dudziak Robert D. Mullins Chengzhong Xu 14 311 0 12 Oct 2018
Let's take a Walk on Superpixels Graphs: Deformable Linear Objects Segmentation and Model Estimation Daniele De Gregorio G. Palli Luigi Di Stefano 16 44 0 10 Oct 2018
2018 Low-Power Image Recognition Challenge S. Alyamkin M. Ardi Achille Brighton Alexander C. Berg Yiran Chen ... George K. Thiruvathukal Baiwu Zhang Jingchi Zhang Xiaopeng Zhang Shaojie Zhuo BDL 15 13 0 03 Oct 2018
A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation Lukas Hoyer Christoph Steup Sanaz Mostaghim 13 5 0 03 Oct 2018
PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report Andrey D. Ignatov Radu Timofte Thang Vu T. Luu T. Pham ... T. Nimisha Praveen Kandula A. N. Rajagopalan Jie Liu Cheolkon Jung SupR 19 134 0 03 Oct 2018
AI Benchmark: Running Deep Neural Networks on Android Smartphones Andrey D. Ignatov Radu Timofte William Chou Ke Wang Max Wu Tim Hartley Luc Van Gool ELM 14 320 0 02 Oct 2018
FCHD: Fast and accurate head detection in crowded scenes Aditya Vora Vinay Chilaka 9 7 0 24 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 18 123 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 70 2,419 0 06 Sep 2018
Smoothed Dilated Convolutions for Improved Dense Prediction Zhengyang Wang Shuiwang Ji 27 160 0 27 Aug 2018