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

AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution AAAI 2023
Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023
COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects ICML 2023
Benign Overfitting in Deep Neural Networks under Lazy Training ICML 2023
LibMTL: A Python Library for Deep Multi-Task Learning JMLR 2023
Does a Neural Network Really Encode Symbolic Concepts? ICML 2023
Delving into Noisy Label Detection with Clean Data ICML 2023
DIVISION: Memory Efficient Training via Dual Activation Precision ICML 2023
Mitigating Memorization of Noisy Labels by Clipping the Model Prediction ICML 2023
Dual Focal Loss for Calibration ICML 2023
Overlooked Factors in Concept-Based Explanations: Dataset Choice, Concept Learnability, and Human Capability CVPR 2023
Class Adaptive Network Calibration CVPR 2023
Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary CVPR 2023
Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories ICML 2023
TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023
Cost-effective Artificial Neural Networks IJCAI 2023
Unsupervised Auditory and Semantic Entrainment Models with Deep Neural Networks INTERSPEECH 2023
H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features ICML 2023
Streaming Active Learning with Deep Neural Networks ICML 2023
A Study on Using Duration and Formant Features in Automatic Detection of Speech Sound Disorder in Children INTERSPEECH 2023
A General Representation Learning Framework with Generalization Performance Guarantees ICML 2023
Deterministic equivalent and error universality of deep random features learning ICML 2023
Rethinking Complex-Valued Deep Neural Networks for Monaural Speech Enhancement INTERSPEECH 2023
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples ICML 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved Dereverberation INTERSPEECH 2023