Survey on Deep Neural Networks in Speech and Vision Systems

16 August 2019

Khan M. Iftekharuddin

Papers citing "Survey on Deep Neural Networks in Speech and Vision Systems"

47 / 47 papers shown

Title
Improving Pretrained YAMNet for Enhanced Speech Command Detection via Transfer Learning Sidahmed Lachenani Hamza Kheddar Mohamed Ouldzmirli 35 2 0 26 Apr 2025
A multi-model approach using XAI and anomaly detection to predict asteroid hazards Amit Kumar Mondal Nafisha Aslam Prasenjit Maji Hemanta Kumar Mondal 43 0 0 20 Mar 2025
Transfer Learning of Tabular Data by Finetuning Large Language Models S. B. Rabbani Ibna Kowsar Manar D. Samad LMTD 44 1 0 12 Jan 2025
Meta Curvature-Aware Minimization for Domain Generalization Z. Chen Yiwen Ye Feilong Tang Yongsheng Pan Yong-quan Xia BDL 121 1 0 16 Dec 2024
DiffGAN: A Test Generation Approach for Differential Testing of Deep Neural Networks Zohreh Aghababaeyan Manel Abdellatif Lionel C. Briand Ramesh S DiffM 37 0 0 15 Oct 2024
Convex Distillation: Efficient Compression of Deep Networks via Convex Optimization Prateek Varshney Mert Pilanci 30 0 0 09 Oct 2024
CCDepth: A Lightweight Self-supervised Depth Estimation Network with Enhanced Interpretability Xi Zhang Yaru Xue Shaocheng Jia Xin Pei 21 0 0 30 Sep 2024
Efficient Data-Parallel Continual Learning with Asynchronous Distributed Rehearsal Buffers Thomas Bouvier Bogdan Nicolae Hugo Chaugier Alexandru Costan Ian Foster Gabriel Antoniu 23 1 0 05 Jun 2024
Deep Learning for Educational Data Science Juan D. Pinto Luc Paquette 33 1 0 12 Apr 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 38 43 0 23 Feb 2024
Review on Fault Diagnosis and Fault-Tolerant Control Scheme for Robotic Manipulators: Recent Advances in AI, Machine Learning, and Digital Twin Md. Muzakkir Quamar Ali Nasir 12 7 0 05 Feb 2024
Encoding Temporal Statistical-space Priors via Augmented Representation Insu Choi Woosung Koh Gimin Kang Yuntae Jang Woo Chang Kim AI4TS 23 0 0 30 Jan 2024
Machine-learned models for magnetic materials Pawel Leszczyñski Kamil Kutorasiñski Marcin Szewczyk J. Pawlowski OOD AI4CE 12 0 0 29 Dec 2023
Data-driven criteria for quantum correlations Mateusz Krawczyk J. Pawłowski Maciej M. Ma'ska K. Roszak 14 3 0 20 Jul 2023
Number Systems for Deep Neural Network Architectures: A Survey Ghada Alsuhli Vasileios Sakellariou H. Saleh Mahmoud Al-Qutayri Baker Mohammad T. Stouraitis 6 3 0 11 Jul 2023
To Compress or Not to Compress- Self-Supervised Learning and Information Theory: A Review Ravid Shwartz-Ziv Yann LeCun SSL 14 71 0 19 Apr 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 35 46 0 21 Mar 2023
DeepGD: A Multi-Objective Black-Box Test Selection Approach for Deep Neural Networks Zohreh Aghababaeyan Manel Abdellatif Mahboubeh Dadkhah Lionel C. Briand AAML 19 15 0 08 Mar 2023
Deep Clustering of Tabular Data by Weighted Gaussian Distribution Learning S. B. Rabbani Ivan V. Medri Manar D. Samad 15 4 0 02 Jan 2023
Effectiveness of Deep Image Embedding Clustering Methods on Tabular Data Sakib Abrar A. Sekmen Manar D. Samad 17 7 0 28 Dec 2022
Vision Transformer Computation and Resilience for Dynamic Inference Kavya Sreedhar Jason Clemons Rangharajan Venkatesan S. Keckler M. Horowitz 8 2 0 06 Dec 2022
Tighter Abstract Queries in Neural Network Verification Elazar Cohen Y. Elboher Clark W. Barrett Guy Katz 17 5 0 23 Oct 2022
Neural network for multi-exponential sound energy decay analysis Georg Götz Ricardo Falcón Pérez Sebastian J. Schlecht V. Pulkki 10 19 0 19 May 2022
Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data Manar D. Samad Sakib Abrar 17 11 0 17 May 2022
Robot Cooking with Stir-fry: Bimanual Non-prehensile Manipulation of Semi-fluid Objects Junjia Liu Yiting Chen Zhipeng Dong Shixiong Wang Sylvain Calinon Miao Li Fei Chen 9 59 0 12 May 2022
A Survey on Uncertainty Toolkits for Deep Learning Maximilian Pintz Joachim Sicking Maximilian Poretschkin Maram Akila ELM 15 6 0 02 May 2022
Leveraging Equivariant Features for Absolute Pose Regression M. A. Musallam Vincent Gaudillière M. O. D. Castillo Kassem Al Ismaeil Djamila Aouada 17 21 0 05 Apr 2022
Similarity-based Label Inference Attack against Training and Inference of Split Learning Junlin Liu Xinchen Lyu Qimei Cui Xiaofeng Tao FedML 6 26 0 10 Mar 2022
Layer-wise Regularized Adversarial Training using Layers Sustainability Analysis (LSA) framework Mohammad Khalooei M. Homayounpour M. Amirmazlaghani AAML 17 3 0 05 Feb 2022
GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge Arthi Padmanabhan Neil Agarwal Anand Iyer Ganesh Ananthanarayanan Yuanchao Shu Nikolaos Karianakis G. Xu Ravi Netravali 20 58 0 19 Jan 2022
CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition Wenliang Dai Samuel Cahyawijaya Tiezheng Yu Elham J. Barezi Peng-Tao Xu ... Genta Indra Winata Qifeng Chen Xiaojuan Ma Bertram E. Shi Pascale Fung 22 11 0 11 Jan 2022
Collective Intelligence for Deep Learning: A Survey of Recent Developments David R Ha Yu Tang AI4CE 21 67 0 29 Nov 2021
Scaling Laws for the Few-Shot Adaptation of Pre-trained Image Classifiers Gabriele Prato Simon Guiroy Ethan Caballero Irina Rish Sarath Chandar VLM 34 10 0 13 Oct 2021
What is Multimodality? Letitia Parcalabescu Nils Trost Anette Frank 16 0 0 10 Mar 2021
Statistical Post-Processing for Gridded Temperature Prediction Using Encoder-Decoder-Based Deep Convolutional Neural Networks Atsushi Kudo 18 5 0 02 Mar 2021
Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised Viviane Clay Peter König G. Pipa Kai-Uwe Kühnberger 16 1 0 03 Feb 2021
A Survey on Ensemble Learning under the Era of Deep Learning Yongquan Yang Haijun Lv Ning Chen OOD 61 179 0 21 Jan 2021
Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead Maurizio Capra Beatrice Bussolino Alberto Marchisio Guido Masera Maurizio Martina Muhammad Shafique BDL 22 139 0 21 Dec 2020
Going Beyond Classification Accuracy Metrics in Model Compression Vinu Joseph Shoaib Ahmed Siddiqui Aditya Bhaskara Ganesh Gopalakrishnan Saurav Muralidharan M. Garland Sheraz Ahmed Andreas Dengel 21 17 0 03 Dec 2020
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 177 1,371 0 01 Feb 2018
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen A. Hengel SSeg 243 1,476 0 30 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,290 0 05 Nov 2016
A data augmentation methodology for training machine/deep learning gait recognition algorithms Christoforos C. Charalambous Anil A. Bharath CVBM 26 43 0 24 Oct 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 225 2,542 0 25 Jan 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,687 0 17 Aug 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015