Saccader: Improving Accuracy of Hard Attention Models for Vision

20 August 2019

Gamaleldin F. Elsayed

Papers citing "Saccader: Improving Accuracy of Hard Attention Models for Vision"

34 / 34 papers shown

Title
A Sensorimotor Vision Transformer Konrad Gadzicki K. Schill C. Zetzsche 44 0 0 03 Apr 2025
TRIP: Trainable Region-of-Interest Prediction for Hardware-Efficient Neuromorphic Processing on Event-based Vision Cina Arjmand Yingfu Xu K. Shidqi Alexandra Dobrita K. Vadivel Paul Detterer Manolis Sifalakis Amirreza Yousefzadeh Guangzhi Tang 21 0 0 25 Jun 2024
Semantic-Based Active Perception for Humanoid Visual Tasks with Foveal Sensors Joao Luzio Alexandre Bernardino Plinio Moreno 16 0 0 16 Apr 2024
AdaGlimpse: Active Visual Exploration with Arbitrary Glimpse Position and Scale Adam Pardyl Michal Wronka Maciej Wolczyk Kamil Adamczewski Tomasz Trzciñski Bartosz Zieliñski 20 2 0 04 Apr 2024
On Inherent Adversarial Robustness of Active Vision Systems Amitangshu Mukherjee Timur Ibrayev Kaushik Roy AAML 23 0 0 29 Mar 2024
Towards Two-Stream Foveation-based Active Vision Learning Timur Ibrayev Amitangshu Mukherjee Sai Aparna Aketi Kaushik Roy 14 1 0 24 Mar 2024
GQHAN: A Grover-inspired Quantum Hard Attention Network Ren-Xin Zhao Jinjing Shi Xuelong Li 14 3 0 25 Jan 2024
Foveation in the Era of Deep Learning George Killick Paul Henderson Paul Siebert Gerardo Aragon Camarasa FedML 18 1 0 03 Dec 2023
Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking Neural Network Yunhui Zhou Dongqi Han Yuguo Yu 3DH 18 0 0 10 Oct 2023
Internally Rewarded Reinforcement Learning Mengdi Li Xufeng Zhao Jae Hee Lee C. Weber S. Wermter 11 10 0 01 Feb 2023
GliTr: Glimpse Transformers with Spatiotemporal Consistency for Online Action Prediction Samrudhdhi B. Rangrej Kevin J Liang Tal Hassner James J. Clark 14 3 0 24 Oct 2022
AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation Khoa T. Vo Sang Truong Kashu Yamazaki Bhiksha Raj Minh-Triet Tran Ngan Le 66 25 0 05 Oct 2022
Adaptive sampling for scanning pixel cameras Yusuf Duman Jean-Yves Guillemaut Simon Hadfield 9 1 0 27 Jul 2022
Interpretable by Design: Learning Predictors by Composing Interpretable Queries Aditya Chattopadhyay Stewart Slocum B. Haeffele René Vidal D. Geman 11 21 0 03 Jul 2022
Consistency driven Sequential Transformers Attention Model for Partially Observable Scenes Samrudhdhi B. Rangrej C. Srinidhi J. Clark 9 12 0 01 Apr 2022
A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification Kevin Fauvel Fuxing Chen Dario Rossi 12 14 0 11 Feb 2022
A Probabilistic Hard Attention Model For Sequentially Observed Scenes Samrudhdhi B. Rangrej James J. Clark 11 12 0 15 Nov 2021
AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation Khoa T. Vo Kevin Hyekang Joo Kashu Yamazaki Sang Truong Kris M. Kitani Minh-Triet Tran Ngan Le EgoV 29 16 0 21 Oct 2021
Recurrent Attention Models with Object-centric Capsule Representation for Multi-object Recognition Hossein Adeli Seoyoung Ahn G. Zelinsky OCL 20 3 0 11 Oct 2021
Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning Chunxi Yang Thanh Hai Phung Hong-Han Shuai Wen-Huang Cheng CVBM 8 14 0 01 Oct 2021
This looks more like that: Enhancing Self-Explaining Models by Prototypical Relevance Propagation Srishti Gautam Marina M.-C. Höhne Stine Hansen Robert Jenssen Michael C. Kampffmeyer 13 49 0 27 Aug 2021
Vision Transformer with Progressive Sampling Xiaoyu Yue Shuyang Sun Zhanghui Kuang Meng Wei Philip H. S. Torr Wayne Zhang Dahua Lin ViT 10 80 0 03 Aug 2021
Differentiable Patch Selection for Image Recognition Jean-Baptiste Cordonnier Aravindh Mahendran Alexey Dosovitskiy Dirk Weissenborn Jakob Uszkoreit Thomas Unterthiner 14 90 0 07 Apr 2021
Hard-Attention for Scalable Image Classification Athanasios Papadopoulos Pawel Korus N. Memon 60 20 0 20 Feb 2021
Reflective-Net: Learning from Explanations Johannes Schneider Michalis Vlachos FAtt OffRL LRM 32 18 0 27 Nov 2020
A Meta-Bayesian Model of Intentional Visual Search M. Cullen Jonathan Monney M. Berk Mirza R. Moran 11 3 0 05 Jun 2020
Neuroevolution of Self-Interpretable Agents Yujin Tang Duong Nguyen David R Ha 13 101 0 18 Mar 2020
Active Perception and Representation for Robotic Manipulation Youssef Y. Zaky Gaurav Paruthi B. Tripp James Bergstra 14 16 0 15 Mar 2020
Recurrent Attention Model with Log-Polar Mapping is Robust against Adversarial Attacks Taro Kiritani Koji Ono AAML 8 3 0 13 Feb 2020
Concept Whitening for Interpretable Image Recognition Zhi Chen Yijie Bei Cynthia Rudin FAtt 6 261 0 05 Feb 2020
Localizing Interpretable Multi-scale informative Patches Derived from Media Classification Task Chuanguang Yang Zhulin An Xiaolong Hu Hui Zhu Yongjun Xu 6 0 0 31 Jan 2020
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training William Harvey Michael Teng Frank D. Wood 12 4 0 13 Jun 2019
Learn To Pay Attention Saumya Jetley Nicholas A. Lord Namhoon Lee Philip H. S. Torr 33 436 0 06 Apr 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 211 7,687 0 17 Aug 2015