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

WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks NIPS 2024
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NIPS 2024
Bayesian Semi-structured Subspace Inference AISTATS 2024
How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective NIPS 2024
Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract) AAAI 2024
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense NIPS 2024
A comparison of voice similarity through acoustics, human perception and deep neural network (DNN) speaker verification systems INTERSPEECH 2024
DNSMOS Pro: A Reduced-Size DNN for Probabilistic MOS of Speech INTERSPEECH 2024
SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024
Learning Intra-Class Multimodal Distributions With Orthonormal Matrices WACV 2024
UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation AAAI 2024
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data NIPS 2024
$\epsilon$-Softmax: Approximating One-Hot Vectors for Mitigating Label Noise NIPS 2024
Detecting Content Segments From Online Sports Streaming Events: Challenges and Solutions WACV 2024
United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories NIPS 2024
Multi-mic Echo Cancellation Coalesced with Beamforming for Real World Adverse Acoustic Conditions INTERSPEECH 2024
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks NIPS 2024
Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement AAAI 2024
Input Margins Can Predict Generalization Too AAAI 2024
Improving robustness to corruptions with multiplicative weight perturbations NIPS 2024
ENNS: Variable Selection, Regression, Classification, and Deep Neural Network for High-Dimensional Data JMLR 2024
Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024
United We Stand: Using Epoch-Wise Agreement of Ensembles to Combat Overfit AAAI 2024
Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification AAAI 2024
Bayes-optimal Learning of Deep Random Networks of Extensive-width ICML 2023