Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks

10 September 2018

Antonio Torralba

Papers citing "Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks"

36 / 36 papers shown

Title
Zero-Shot Aerial Object Detection with Visual Description Regularization Zhengqing Zang Chenyu Lin Chenwei Tang Tao Wang Jiancheng Lv ObjD 37 10 0 28 Feb 2024
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 30 0 0 05 Jul 2023
Learning to Zoom and Unzoom Chittesh Thavamani Mengtian Li Francesco Ferroni Deva Ramanan 22 8 0 27 Mar 2023
Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection Anurag Ghosh Dinesh Reddy Narapureddy Christoph Mertz S. Narasimhan 28 4 0 25 Mar 2023
Cascading Hierarchical Networks with Multi-task Balanced Loss for Fine-grained hashing Xianxian Zeng Yanjun Zheng 20 2 0 20 Mar 2023
Part-guided Relational Transformers for Fine-grained Visual Recognition Yifan Zhao Jia Li Xiaowu Chen Yonghong Tian ViT 36 34 0 28 Dec 2022
Play It Back: Iterative Attention for Audio Recognition Alexandros Stergiou Dima Damen 37 4 0 20 Oct 2022
SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization H. Sun Xiangteng He Yuxin Peng ViT 37 77 0 31 Aug 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 21 19 0 26 Jul 2022
Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications Arian Bakhtiarnia Błażej Leporowski Lukas Esterle Alexandros Iosifidis 27 4 0 20 Jul 2022
Task-adaptive Spatial-Temporal Video Sampler for Few-shot Action Recognition Huabin Liu Weixian Lv John See W. Lin TTA 29 11 0 20 Jul 2022
Spatial Transformation for Image Composition via Correspondence Learning Bo Zhang Yue Liu K. Lu Li Niu Liqing Zhang 33 3 0 06 Jul 2022
SALISA: Saliency-based Input Sampling for Efficient Video Object Detection B. Bejnordi A. Habibian Fatih Porikli Amir Ghodrati 42 12 0 05 Apr 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 79 49 0 09 Jan 2022
The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video John Gideon Simon Stent 28 108 0 18 Nov 2021
Token Pooling in Vision Transformers D. Marin Jen-Hao Rick Chang Anurag Ranjan Anish K. Prabhu Mohammad Rastegari Oncel Tuzel ViT 76 66 0 08 Oct 2021
FOVEA: Foveated Image Magnification for Autonomous Navigation Chittesh Thavamani Mengtian Li N. Cebron Deva Ramanan 33 32 0 27 Aug 2021
RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition Yunqing Hu Xuan Jin Yin Zhang Ha Hong Jingfeng Zhang Yuan He Hui Xue ViT 26 97 0 17 Jul 2021
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization Chen Ju Peisen Zhao Siheng Chen Ya-Qin Zhang Xiaoyun Zhang Qi Tian WSOL 31 19 0 06 Apr 2021
Coarse-Fine Networks for Temporal Activity Detection in Videos Kumara Kahatapitiya Michael S. Ryoo AI4TS 50 38 0 01 Mar 2021
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu Xintao Wang Kai-xiang Chen Bolei Zhou Chen Change Loy GAN 27 89 0 09 Dec 2020
SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation Thomas Verelst Tinne Tuytelaars SSeg 10 16 0 24 Nov 2020
Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading Li Tian Liyan Ma Zhijie Wen Shaorong Xie Yupeng Xu MedIm 12 5 0 04 Nov 2020
A Unified Framework for Shot Type Classification Based on Subject Centric Lens Anyi Rao Jiaze Wang Linning Xu Xuekun Jiang Qingqiu Huang Bolei Zhou Dahua Lin 18 60 0 08 Aug 2020
From Design Draft to Real Attire: Unaligned Fashion Image Translation Yu Han Shuai Yang Wenjing Wang Jiaying Liu DiffM 39 10 0 03 Aug 2020
Volumetric Transformer Networks Seungryong Kim Sabine Süsstrunk Mathieu Salzmann ViT 14 5 0 18 Jul 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 12 138 0 21 May 2020
Learning When and Where to Zoom with Deep Reinforcement Learning Burak Uzkent Stefano Ermon 27 66 0 01 Mar 2020
Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals Siyuan Li Semih Günel Mirela Oštrek Pavan Ramdya Pascal Fua Helge Rhodin MedIm 16 37 0 23 Jan 2020
Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches Shuai Yang Zhangyang Wang Jiaying Liu Zongming Guo 20 68 0 09 Jan 2020
AutoScale: Learning to Scale for Crowd Counting and Localization Chenfeng Xu Dingkang Liang Yongchao Xu S. Bai Wei Zhan X. Bai M. Tomizuka 27 105 0 20 Dec 2019
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images H. Pinckaers Bram van Ginneken G. Litjens MedIm 27 94 0 11 Nov 2019
3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation Yunlu Chen Thomas Mensink Masashi Sugiyama 3DPC MDE 24 25 0 03 Oct 2019
Efficient Segmentation: Learning Downsampling Near Semantic Boundaries D. Marin Zijian He Peter Vajda Priyam Chatterjee Sam S. Tsai Fei Yang Yuri Boykov SSeg 19 87 0 16 Jul 2019
Processing Megapixel Images with Deep Attention-Sampling Models Angelos Katharopoulos Franccois Fleuret 25 64 0 03 May 2019
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification Tianjun Xiao Yichong Xu Kuiyuan Yang Jiaxing Zhang Yuxin Peng Zheng-Wei Zhang 158 789 0 24 Nov 2014