conftrace_

deep neural network

1803 papers

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Also known as

DNN DNNS

Co-occurring keywords

neural network (6616) adversarial attack (1621) deep learning (2118) image classification (1944) representation learning (6206) model compression (3302) convolutional neural network (4226) automatic speech recognition (1774) speech enhancement (581) neural network optimization (1293)

Papers

Accelerating Shapley Explanation via Contributive Cooperator Selection ICML 2022
CAT: Customized Adversarial Training for Improved Robustness IJCAI 2022
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies AAAI 2022
Backdoor Attacks on the DNN Interpretation System AAAI 2022
Speaker-Specific Utterance Ensemble based Transfer Attack on Speaker Identification INTERSPEECH 2022
A Gentle Introduction to Deep Nets and Opportunities for the Future ACL 2022
Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs AAAI 2022
Fine-tuning Deep Neural Networks by Interactively Refining the 2D Latent Space of Ambiguous Images IJCAI 2022
iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection AAAI 2022
An Anchor-Free Detector for Continuous Speech Keyword Spotting INTERSPEECH 2022
Stochastic Adaptive Activation Function NIPS 2022
Automatic Detection of Speech Sound Disorder in Child Speech Using Posterior-based Speaker Representations INTERSPEECH 2022
ExplainIt!: A Tool for Computing Robust Attributions of DNNs IJCAI 2022
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NIPS 2022
Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing INTERSPEECH 2022
3D Manifold Topology Based Medical Image Data Augmentation ACML 2022
Significance of single frequency filter for the development of children’s KWS system INTERSPEECH 2022
Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners INTERSPEECH 2022
A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions AAAI 2022
On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks IJCAI 2022
Neural Network Pruning by Cooperative Coevolution IJCAI 2022
Theoretical analysis of deep neural networks for temporally dependent observations NIPS 2022
Adversarial Attack for Asynchronous Event-Based Data AAAI 2022
Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022