Convolutional Neural Networks at Constrained Time Cost

Computer Vision and Pattern Recognition (CVPR), 2014

4 December 2014

Papers citing "Convolutional Neural Networks at Constrained Time Cost"

50 / 218 papers shown

Title
ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization Menelaos Kanakis S. Maurer Matteo Spallanzani Ajad Chhatkuli Luc Van Gool 3DPC 214 14 0 07 Mar 2022
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ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation GuaranteesNeural Information Processing Systems (NeurIPS), 2021 Kuan-Lin Chen Ching-Hua Lee H. Garudadri Bhaskar D. Rao AI4TS 182 7 0 10 Nov 2021
Deep Learning Approximation of Diffeomorphisms via Linear-Control SystemsMathematical Control and Related Fields (MCRF), 2021 A. Scagliotti 65 16 0 24 Oct 2021
Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling Yaxiong Yuan Lei Lei T. Vu Zheng Chang Symeon Chatzinotas Sumei Sun 146 35 0 13 Oct 2021
WHO-Hand Hygiene Gesture Classification System Rashmi Bakshi 43 3 0 06 Oct 2021
A Systematic Survey of Deep Learning-based Single-Image Super-Resolution Juncheng Li Zehua Pei Wenjie Li Guangwei Gao Longguang Wang Yingqian Wang T. Zeng 227 50 0 29 Sep 2021
Reconstructing Cosmic Polarization Rotation with ResUNet-CMB E. Guzman Joel Meyers 106 10 0 20 Sep 2021
Unifying Nonlocal Blocks for Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2021 Lei Zhu Qi She Duo Li Yanye Lu Xuejing Kang Jie Hu Changhu Wang 71 25 0 05 Aug 2021
CNN based Channel Estimation using NOMA for mmWave Massive MIMO System S. AnuT Tara Raveendran 41 6 0 01 Aug 2021
Design Smells in Deep Learning Programs: An Empirical Study Amin Nikanjam Foutse Khomh 150 13 0 05 Jul 2021
Recurrent Inference Machines as inverse problem solvers for MR relaxometry E. Sabidussi S. Klein M. Caan S. Bazrafkan A. J. D. Dekker Jan Sijbers W. Niessen D. H. Poot 47 14 0 08 Jun 2021
Transformed ROIs for Capturing Visual Transformations in VideosComputer Vision and Image Understanding (CVIU), 2021 Abhinav Rai Fadime Sener Angela Yao ViT 151 3 0 06 Jun 2021
EmoDNN: Understanding emotions from short texts through a deep neural network ensemble Sara Kamran R. Zall M. Kangavari Saeid Hosseini Sana Rahmani Wenlan Hua 65 10 0 03 Jun 2021
A Voxel Graph CNN for Object Classification with Event CamerasComputer Vision and Pattern Recognition (CVPR), 2021 Yongjian Deng Hao Chen Haiyan Liu Youfu Li GNN 94 67 0 01 Jun 2021
Automatic Fault Detection for Deep Learning Programs Using Graph TransformationsACM Transactions on Software Engineering and Methodology (TOSEM), 2021 Amin Nikanjam Houssem Ben Braiek Mohammad Mehdi Morovati Foutse Khomh GNN 99 33 0 17 May 2021
Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning Yansong Tang Zhenyu Jiang Zhenda Xie Yue Cao Zheng Zhang Juil Sock Han Hu 175 7 0 12 May 2021
Compact CNN Structure Learning by Knowledge DistillationInternational Conference on Pattern Recognition (ICPR), 2021 Waqar Ahmed Andrea Zunino Pietro Morerio Vittorio Murino 153 5 0 19 Apr 2021
Augmenting Deep Classifiers with Polynomial Neural NetworksEuropean Conference on Computer Vision (ECCV), 2021 Grigorios G. Chrysos Markos Georgopoulos Jiankang Deng Jean Kossaifi Yannis Panagakis Anima Anandkumar 77 23 0 16 Apr 2021
BA^2M: A Batch Aware Attention Module for Image Classification Qishang Cheng Hongliang Li Qi Wu K. Ngan 76 7 0 28 Mar 2021
Stride and Translation Invariance in CNNs Coenraad Mouton Johannes C. Myburgh Marelie Hattingh Davel 68 32 0 18 Mar 2021
Analytically Tractable Inference in Deep Neural Networks L. Nguyen J. Goulet TPM BDL 59 4 0 09 Mar 2021
Bio-Inspired Representation Learning for Visual Attention PredictionIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2019 Yuan Yuan Hailong Ning Xiaoqiang Lu 96 30 0 09 Mar 2021
Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm ControlIEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2021 Federico Venturini Federico Mason Francesco Pase Federico Chiariotti Alberto Testolin Andrea Zanella M. Zorzi 103 44 0 08 Mar 2021
Scalable Learning With a Structural Recurrent Neural Network for Short-Term Traffic PredictionIEEE Sensors Journal (IEEE Sens. J.), 2019 Young-jin Kim Peng Wang Lyudmila Mihaylova GNN 73 16 0 03 Mar 2021
A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand DecompositionInternational Conference on Information Photonics (ICIP), 2019 P. Sinha I. Psaromiligkos Z. Zilic 68 3 0 02 Mar 2021
Deep Residual Learning in Spiking Neural NetworksNeural Information Processing Systems (NeurIPS), 2021 Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 459 614 0 08 Feb 2021
Manifold Interpolation for Large-Scale Multi-Objective Optimization via Generative Adversarial NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Zhenzhong Wang Haokai Hong Kai Ye Min Jiang Kay Chen Tan AI4CE 113 36 0 08 Jan 2021
Reconstructing Patchy Reionization with Deep Learning E. Guzman Joel Meyers 106 5 0 04 Jan 2021
Universal Approximation Properties for an ODENet and a ResNet: Mathematical Analysis and Numerical Experiments Yuto Aizawa M. Kimura Kazunori Matsui 52 2 0 22 Dec 2020
BayLIME: Bayesian Local Interpretable Model-Agnostic ExplanationsConference on Uncertainty in Artificial Intelligence (UAI), 2020 Xingyu Zhao Wei Huang Xiaowei Huang Valentin Robu David Flynn FAtt 281 113 0 05 Dec 2020
ResPerfNet: Deep Residual Learning for Regressional Performance Modeling of Deep Neural Networks Chuan-Chi Wang Ying-Chiao Liao Chia-Heng Tu Ming-Chang Kao Wen-Yew Liang Shih-Hao Hung 34 0 0 03 Dec 2020
Wide-band butterfly network: stable and efficient inversion via multi-frequency neural networksMultiscale Modeling & simulation (MMS), 2020 Matthew T.C. Li L. Demanet Leonardo Zepeda-Núnez 118 12 0 24 Nov 2020
CAA-Net: Conditional Atrous CNNs with Attention for Explainable Device-robust Acoustic Scene ClassificationIEEE transactions on multimedia (TMM), 2020 Zhao Ren Qiuqiang Kong Jing Han Mark D. Plumbley Björn W. Schuller 114 31 0 18 Nov 2020
RAMP-CNN: A Novel Neural Network for Enhanced Automotive Radar Object RecognitionIEEE Sensors Journal (IEEE Sens. J.), 2020 Xiangyu Gao Guanbin Xing S. Roy Hui Liu 111 126 0 13 Nov 2020
IRX-1D: A Simple Deep Learning Architecture for Remote Sensing Classifications M. Pal B. Akshay Charan Teja 83 0 0 08 Oct 2020
Deep Neural Networks with Short Circuits for Improved Gradient Learning Ming Yan Xueli Xiao Qiufeng Wang Yi Pan 200 0 0 23 Sep 2020
FLaPS: Federated Learning and Privately ScalingIEEE International Conference on Mobile Adhoc and Sensor Systems (MASS), 2020 Sudipta Paul Poushali Sengupta Subhankar Mishra FedML 77 5 0 13 Sep 2020
Going deeper with brain morphometry using neural networksIEEE International Symposium on Biomedical Imaging (ISBI), 2020 Rodrigo Santa Cruz Leo Lebrat Pierrick Bourgeat Vincent Doré Jason Dowling Jurgen Fripp Clinton Fookes Olivier Salvado 3DV MedIm 35 6 0 07 Sep 2020
Unsupervised and Supervised Structure Learning for Protein Contact Prediction S. Sun 100 0 0 31 Aug 2020
Adaptive Hierarchical Hyper-gradient Descent Renlong Jie Junbin Gao A. Vasnev Minh-Ngoc Tran 98 5 0 17 Aug 2020
A Survey on Large-scale Machine LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 Meng Wang Weijie Fu Xiangnan He Shijie Hao Xindong Wu 154 136 0 10 Aug 2020
Regularized Flexible Activation Function Combinations for Deep Neural NetworksInternational Conference on Pattern Recognition (ICPR), 2020 Renlong Jie Junbin Gao A. Vasnev Minh-Ngoc Tran AI4CE 112 7 0 26 Jul 2020
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm Anthony Berthelier Yongzhe Yan Thierry Chateau C. Blanc S. Duffner Christophe Garcia 120 11 0 20 Jul 2020
Lightweight Modules for Efficient Deep Learning based Image Restoration A. Lahiri Sourav Bairagya Sutanu Bera Siddhant Haldar P. Biswas SupR 129 36 0 11 Jul 2020
Expressivity of Deep Neural Networks Ingo Gühring Mones Raslan Gitta Kutyniok 171 59 0 09 Jul 2020
Space-Time Correspondence as a Contrastive Random Walk Allan Jabri Andrew Owens Alexei A. Efros SSL OT 243 321 0 25 Jun 2020
Object Tracking through Residual and Dense LSTMs Fabio Garcea A. Cucco Lia Morra Fabrizio Lamberti VOT 38 1 0 22 Jun 2020
Towards Feature-free TSP Solver Selection: A Deep Learning Approach Kangfei Zhao Shengcai Liu Yu Rong Jianwei Yu 132 2 0 01 Jun 2020