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

DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning NIPS 2022
A Gentle Introduction to Deep Nets and Opportunities for the Future ACL 2022
Merry Go Round: Rotate a Frame and Fool a DNN CVPR 2022
Generalization Error Bounds on Deep Learning with Markov Datasets NIPS 2022
Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network NIPS 2022
Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022
Backdoor Attacks on the DNN Interpretation System AAAI 2022
Stereoscopic Universal Perturbations Across Different Architectures and Datasets CVPR 2022
Towards Lightweight Black-Box Attack Against Deep Neural Networks NIPS 2022
iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection AAAI 2022
A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions AAAI 2022
Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics NIPS 2022
Theoretical analysis of deep neural networks for temporally dependent observations NIPS 2022
Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise WACV 2022
Calibrating Deep Neural Networks by Pairwise Constraints CVPR 2022
Memory-Augmented Deep Conditional Unfolding Network for Pan-Sharpening CVPR 2022
Hibernated Backdoor: A Mutual Information Empowered Backdoor Attack to Deep Neural Networks AAAI 2022
Understanding Stochastic Optimization Behavior at the Layer Update Level (Student Abstract) AAAI 2022
Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022
Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022
3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022
Adversarial Attack for Asynchronous Event-Based Data AAAI 2022
Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network ICML 2022
Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data INTERSPEECH 2022
3D Manifold Topology Based Medical Image Data Augmentation ACML 2022