deep neural network

A Multi-Task Learning Approach to Sarcasm Detection (Student Abstract) AAAI 2020 An Alternative to MFCCs for ASR Interspeech 2020 An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers' Outputs CVPR 2020 A Novel Self-Supervised Re-labeling Approach for Training with Noisy Labels WACV 2020 A Self-supervised Approach for Adversarial Robustness CVPR 2020 A Spatially and Temporally Attentive Joint Trajectory Prediction Framework for Modeling Vessel Intent L4DC 2020 Assessing SATNet's Ability to Solve the Symbol Grounding Problem NeurIPS 2020 A Theoretical Analysis of Deep Q-Learning L4DC 2020 A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters OSDI 2020 A Universal Approximation Theorem of Deep Neural Networks for Expressing Probability Distributions NeurIPS 2020 AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates AAAI 2020 Automatic Speech Recognition for ILSE-Interviews: Longitudinal Conversational Speech Recordings Covering Aging and Cognitive Decline Interspeech 2020 Backpropagating Linearly Improves Transferability of Adversarial Examples NeurIPS 2020 Benchmarking Deep Inverse Models over time, and the Neural-Adjoint method NeurIPS 2020 Beyond Digital Domain: Fooling Deep Learning Based Recognition System in Physical World AAAI 2020 Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks AAAI 2020 Beyond Network Pruning: a Joint Search-and-Training Approach IJCAI 2020 Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels ICML 2020 Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 2020 Building a Robust Word-Level Wakeword Verification Network Interspeech 2020 CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator AAAI 2020 Calibrating Deep Neural Networks using Focal Loss NeurIPS 2020 Can Cross Entropy Loss Be Robust to Label Noise? IJCAI 2020 Can gradient clipping mitigate label noise? ICLR 2020 Channel Attention Is All You Need for Video Frame Interpolation AAAI 2020