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

Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks AISTATS 2023
Towards Ultrasound Tongue Image prediction from EEG during speech production INTERSPEECH 2023
Welder: Scheduling Deep Learning Memory Access via Tile-graph OSDI 2023
Description and Analysis of ABC Submission to NIST LRE 2022 INTERSPEECH 2023
Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection AAAI 2023
Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023
Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning COLT 2023
Frequentist Uncertainty Quantification in Semi-Structured Neural Networks AISTATS 2023
Fleet Active Learning: A Submodular Maximization Approach CORL 2023
Deep Grey-Box Modeling With Adaptive Data-Driven Models Toward Trustworthy Estimation of Theory-Driven Models AISTATS 2023
Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training NSDI 2023
Steganography of Steganographic Networks AAAI 2023
Ideal Abstractions for Decision-Focused Learning AISTATS 2023
SLNet: A Spectrogram Learning Neural Network for Deep Wireless Sensing NSDI 2023
Mapping DNN Embedding Manifolds for Network Generalization Prediction WACV 2023
Ted: Tree delineation with reduced dimensions using entropy and deep learning ACML 2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation ICML 2023
Automatic Segmentation of Aortic and Mitral Valves for Heart Surgical Planning of Hypertrophic Obstructive Cardiomyopathy ACML 2023
Concept-based Explanations for Out-of-Distribution Detectors ICML 2023
Inducing Neural Collapse in Deep Long-tailed Learning AISTATS 2023
Towards Better Explanations for Object Detection ACML 2023
On the Calibration of Probabilistic Classifier Sets AISTATS 2023
Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition IJCAI 2023
How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning INTERSPEECH 2023
Deeply Supervised Curriculum Learning for Deep Neural Network-based Sound Source Localization INTERSPEECH 2023