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

Understanding Surprising Generalization Phenomena in Deep Learning AAAI 2024
Knowledge Distillation for Tiny Speech Enhancement with Latent Feature Augmentation INTERSPEECH 2024
DOFEN: Deep Oblivious Forest ENsemble NIPS 2024
Towards the Dynamics of a DNN Learning Symbolic Interactions NIPS 2024
United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories NIPS 2024
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NIPS 2024
G–LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint) AAAI 2024
UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation AAAI 2024
Robust Image Denoising through Adversarial Frequency Mixup CVPR 2024
Detecting Content Segments From Online Sports Streaming Events: Challenges and Solutions WACV 2024
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks NIPS 2024
Learning Intra-Class Multimodal Distributions With Orthonormal Matrices WACV 2024
Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024
Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models AISTATS 2024
LIVENet: A Novel Network for Real-World Low-Light Image Denoising and Enhancement WACV 2024
FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) AAAI 2024
DNN-based monaural speech enhancement using alternate analysis windows for phase and magnitude modification INTERSPEECH 2024
Bayesian Semi-structured Subspace Inference AISTATS 2024
Conditional Backdoor Attack via JPEG Compression AAAI 2024
Deep Neural Networks via Complex Network Theory: A Perspective IJCAI 2024
Exploring Syllable Discriminability during Diadochokinetic Task with Increasing Dysarthria Severity for Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2024
More is Better: Deep Domain Adaptation with Multiple Sources IJCAI 2024
Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models CVPR 2024
Toward More Generalized Malicious URL Detection Models AAAI 2024
Input Margins Can Predict Generalization Too AAAI 2024