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

Fine-tuning Deep Neural Networks by Interactively Refining the 2D Latent Space of Ambiguous Images IJCAI 2022
Boosting the Performance of Generic Deep Neural Network Frameworks with Log-supermodular CRFs NIPS 2022
An Anchor-Free Detector for Continuous Speech Keyword Spotting INTERSPEECH 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
Integral Autoencoder Network for Discretization-Invariant Learning JMLR 2022
Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks JMLR 2022
Darts: User-Friendly Modern Machine Learning for Time Series JMLR 2022
On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks IJCAI 2022
Adversarial Laser Spot: Robust and Covert Physical-World Attack to DNNs ACML 2022
Neural Network Pruning by Cooperative Coevolution IJCAI 2022
Backdoor Attacks on the DNN Interpretation System AAAI 2022
Advantage of Deep Neural Networks for Estimating Functions with Singularity on Hypersurfaces JMLR 2022
Data-Efficient Backdoor Attacks IJCAI 2022
A Universal PINNs Method for Solving Partial Differential Equations with a Point Source IJCAI 2022
Deep Multi-Fidelity Active Learning of High-Dimensional Outputs AISTATS 2022
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming ICML 2022
BNUDC: A Two-Branched Deep Neural Network for Restoring Images From Under-Display Cameras CVPR 2022
Understanding Uncertainty Maps in Vision With Statistical Testing CVPR 2022
Imperceptible Backdoor Attack: From Input Space to Feature Representation IJCAI 2022
Stereoscopic Universal Perturbations Across Different Architectures and Datasets CVPR 2022
Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022
To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding IJCAI 2022
Consistency Regularization for Adversarial Robustness AAAI 2022
ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022