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

Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks CVPR 2019
What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR 2019
SpotTune: Transfer Learning Through Adaptive Fine-Tuning CVPR 2019
Detection Based Defense Against Adversarial Examples From the Steganalysis Point of View CVPR 2019
L3-Net: Towards Learning Based LiDAR Localization for Autonomous Driving CVPR 2019
P2SGrad: Refined Gradients for Optimizing Deep Face Models CVPR 2019
Grounding Human-To-Vehicle Advice for Self-Driving Vehicles CVPR 2019
Building Efficient Deep Neural Networks With Unitary Group Convolutions CVPR 2019
Robustness Verification of Classification Deep Neural Networks via Linear Programming CVPR 2019
Hybrid Arbitration Using Raw ASR String and NLU Information — Taking the Best of Both Embedded World and Cloud World INTERSPEECH 2019
Cross-lingual Transfer Learning for Japanese Named Entity Recognition NAACL 2019
Content-based Dwell Time Engagement Prediction Model for News Articles NAACL 2019
Improving Cuneiform Language Identification with BERT NAACL 2019
Stance Detection in Code-Mixed Hindi-English Social Media Data using Multi-Task Learning NAACL 2019
Fairness-Aware Learning for Continuous Attributes and Treatments ICML 2019
Topological Data Analysis of Decision Boundaries with Application to Model Selection ICML 2019
Detecting and Reducing Bias in a High Stakes Domain EMNLP 2019
Adversarially Learned Representations for Information Obfuscation and Inference ICML 2019
Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels ICML 2019
SelectiveNet: A Deep Neural Network with an Integrated Reject Option ICML 2019
Estimating Information Flow in Deep Neural Networks ICML 2019
On the Impact of the Activation function on Deep Neural Networks Training ICML 2019
NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks ICML 2019
Focused Anchors Loss: cost-sensitive learning of discriminative features for imbalanced classification ACML 2019
From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019