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

What Do Deep Saliency Models Learn about Visual Attention? NIPS 2023
L2T-DLN: Learning to Teach with Dynamic Loss Network NIPS 2023
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method AAAI 2022
Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022
Stereoscopic Universal Perturbations Across Different Architectures and Datasets CVPR 2022
DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding AAAI 2022
Towards Debiasing DNN Models from Spurious Feature Influence AAAI 2022
On the Practical Robustness of the Nesterov’s Accelerated Quasi-Newton Method AAAI 2022
UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI AAAI 2022
Unsupervised Anomaly Detection by Robust Density Estimation AAAI 2022
Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs AAAI 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
Large-scale Optimization of Partial AUC in a Range of False Positive Rates NIPS 2022
Adversarial Robustness in Multi-Task Learning: Promises and Illusions AAAI 2022
Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis NIPS 2022
Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels AAAI 2022
DeformRS: Certifying Input Deformations with Randomized Smoothing AAAI 2022
Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity AAAI 2022
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies AAAI 2022
Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data INTERSPEECH 2022
Accuracy meets Diversity in a News Recommender System COLING 2022
Predicting label distribution improves non-intrusive speech quality estimation INTERSPEECH 2022
Proximal PanNet: A Model-Based Deep Network for Pansharpening AAAI 2022