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

A General Representation Learning Framework with Generalization Performance Guarantees ICML 2023
H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features ICML 2023
Speaker Extraction with Detection of Presence and Absence of Target Speakers INTERSPEECH 2023
Don’t Predict Counterfactual Values, Predict Expected Values Instead AAAI 2023
Model Compression for DNN-based Speaker Verification Using Weight Quantization INTERSPEECH 2023
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples ICML 2023
GAN-Based Domain Inference Attack AAAI 2023
TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023
Overlooked Factors in Concept-Based Explanations: Dataset Choice, Concept Learnability, and Human Capability CVPR 2023
DIVISION: Memory Efficient Training via Dual Activation Precision ICML 2023
Masking Kernel for Learning Energy-Efficient Representations for Speaker Recognition and Mobile Health INTERSPEECH 2023
The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023
USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning AAAI 2023
Benign Overfitting in Deep Neural Networks under Lazy Training ICML 2023
Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution NIPS 2023
Real-Time Detection of Robotic Traffic in Online Advertising AAAI 2023
Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023
Corrupting Neuron Explanations of Deep Visual Features ICCV 2023
A Deep Neural Framework To Detect Individual Advertisement (Ad) From Videos WACV 2023
Late Stopping: Avoiding Confidently Learning from Mislabeled Examples ICCV 2023
Unsupervised Auditory and Semantic Entrainment Models with Deep Neural Networks INTERSPEECH 2023
Mining bias-target Alignment from Voronoi Cells ICCV 2023
SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank EMNLP 2023
AudioQR: Deep Neural Audio Watermarks For QR Code IJCAI 2023
HAL3D: Hierarchical Active Learning for Fine-Grained 3D Part Labeling ICCV 2023