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

The JHU Speaker Recognition System for the VOiCES 2019 Challenge INTERSPEECH 2019
Mutual Learning of Complementary Networks via Residual Correction for Improving Semi-Supervised Classification CVPR 2019
Learning Not to Learn: Training Deep Neural Networks With Biased Data CVPR 2019
Weakly Supervised Deep Nuclei Segmentation using Points Annotation in Histopathology Images MIDL 2019
Learning to Separate Multiple Illuminants in a Single Image CVPR 2019
PointFlowNet: Learning Representations for Rigid Motion Estimation From Point Clouds CVPR 2019
Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CONLL 2019
Improving ASR Systems for Children with Autism and Language Impairment Using Domain-Focused DNN Transfer Techniques INTERSPEECH 2019
Fast DNN Acoustic Model Speaker Adaptation by Learning Hidden Unit Contribution Features INTERSPEECH 2019
Analysis of BUT Submission in Far-Field Scenarios of VOiCES 2019 Challenge INTERSPEECH 2019
Replay Attack Detection with Complementary High-Resolution Information Using End-to-End DNN for the ASVspoof 2019 Challenge INTERSPEECH 2019
AutoAssist: A Framework to Accelerate Training of Deep Neural Networks NIPS 2019
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum NIPS 2019
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images NIPS 2019
Comparing Sample-Wise Learnability across Deep Neural Network Models AAAI 2019
Speaker-Corrupted Embeddings for Online Speaker Diarization INTERSPEECH 2019
ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks INTERSPEECH 2019
Multichannel Loss Function for Supervised Speech Source Separation by Mask-Based Beamforming INTERSPEECH 2019
Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level AISTATS 2019
Adverse Drug Effect and Personalized Health Mentions, CLaC at SMM4H 2019, Tasks 1 and 4 ACL 2019
MixUp as Locally Linear Out-of-Manifold Regularization AAAI 2019
QC-GO Submission for MADAR Shared Task: Arabic Fine-Grained Dialect Identification ACL 2019
Characterizing Well-Behaved vs. Pathological Deep Neural Networks ICML 2019
End-to-End Sequential Metaphor Identification Inspired by Linguistic Theories ACL 2019
Passive Diagnosis Incorporating the PHQ-4 for Depression and Anxiety ACL 2019