Neural Networks

The Contour to Classification Game AAAI 2021 The DiCOVA 2021 Challenge — An Encoder-Decoder Approach for COVID-19 Recognition from Coughing Audio Interspeech 2021 The DKU-Duke-Lenovo System Description for the Fearless Steps Challenge Phase III Interspeech 2021 The Dynamics of Gradient Descent for Overparametrized Neural Networks L4DC 2021 The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks COLT 2021 The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning NeurIPS 2021 The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures CVPR 2021 The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning ICML 2021 The ID R&D System Description for Short-Duration Speaker Verification Challenge 2021 Interspeech 2021 The Implicit Bias of Minima Stability: A View from Function Space NeurIPS 2021 The Phonetic Footprint of Covid-19? Interspeech 2021 The Power of Points for Modeling Humans in Clothing ICCV 2021 The Recurrent Neural Tangent Kernel ICLR 2021 The SJTU System for Short-Duration Speaker Verification Challenge 2021 Interspeech 2021 The SPECTRANS System Description for the WMT21 Terminology Task EMNLP 2021 The staircase property: How hierarchical structure can guide deep learning NeurIPS 2021 The TNT Team System Descriptions of Cantonese and Mongolian for IARPA OpenASR20 Interspeech 2021 The Unreasonable Effectiveness of Patches in Deep Convolutional Kernels Methods ICLR 2021 Three-Class Overlapped Speech Detection Using a Convolutional Recurrent Neural Network Interspeech 2021 Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction ACL 2021 Tied & Reduced RNN-T Decoder Interspeech 2021 Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks ICML 2021 Tightening Robustness Verification of Convolutional Neural Networks with Fine-Grained Linear Approximation AAAI 2021 Time Adaptive Recurrent Neural Network CVPR 2021 Time-Aware Multi-Scale RNNs for Time Series Modeling IJCAI 2021