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

Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation CORL 2018
The University of Texas System Submission for the Code-Switching Workshop Shared Task 2018 ACL 2018
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018
Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling COLING 2018
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask IJCAI 2018
Deep Bayesian Nonparametric Tracking ICML 2018
On the Robustness of Semantic Segmentation Models to Adversarial Attacks CVPR 2018
Learning 3D Shape Completion From Laser Scan Data With Weak Supervision CVPR 2018
LDMNet: Low Dimensional Manifold Regularized Neural Networks CVPR 2018
Perturbative Neural Networks CVPR 2018
Joint Optimization Framework for Learning With Noisy Labels CVPR 2018
Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input CVPR 2018
Improving Neural Network Performance by Injecting Background Knowledge: Detecting Code-switching and Borrowing in Algerian texts ACL 2018
Regularizing by the Variance of the Activations' Sample-Variances NIPS 2018
Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced NIPS 2018
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ACL 2018
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples NIPS 2018
Agile Autonomous Driving using End-to-End Deep Imitation Learning RSS 2018
Stronger Generalization Bounds for Deep Nets via a Compression Approach ICML 2018
DeepPINK: reproducible feature selection in deep neural networks NIPS 2018
Bounding and Counting Linear Regions of Deep Neural Networks ICML 2018
Dimensionality-Driven Learning with Noisy Labels ICML 2018
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings EMNLP 2018
Disease-Atlas: Navigating Disease Trajectories using Deep Learning MLHC 2018
A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts NAACL 2018