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Papers
High-Performance Large-Scale Image Recognition Without Normalization
ICML 2021
How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections?
CVPR 2021
Improving Anytime Prediction with Parallel Cascaded Networks and a Temporal-Difference Loss
NeurIPS 2021
Improving Robustness of One-Shot Voice Conversion with Deep Discriminative Speaker Encoder
Interspeech 2021
In-depth Benchmarking of Deep Neural Network Architectures for ECG Diagnosis
MLHC 2021
Integrating Frequency Translational Invariance in TDNNs and Frequency Positional Information in 2D ResNets to Enhance Speaker Verification
Interspeech 2021
Investigation of IMU&Elevoc Submission for the Short-Duration Speaker Verification Challenge 2021
Interspeech 2021
LARNet: Lie Algebra Residual Network for Face Recognition
ICML 2021
Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding
AAAI 2021
Modeling from Features: a Mean-field Framework for Over-parameterized Deep Neural Networks
COLT 2021
Momentum Residual Neural Networks
ICML 2021
MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution
WACV 2021
On random kernels of residual architectures
UAI 2021
Regularization in ResNet with Stochastic Depth
NeurIPS 2021
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences
AAAI 2021
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees
NeurIPS 2021
ResNet After All: Neural ODEs and Their Numerical Solution
ICLR 2021
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet
WACV 2021
RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform
Interspeech 2021
SA-BNN: State-Aware Binary Neural Network
AAAI 2021
Scaling Properties of Deep Residual Networks
ICML 2021
SdSVC Challenge 2021: Tips and Tricks to Boost the Short-Duration Speaker Verification System Performance
Interspeech 2021
Self-Attention Graph Residual Convolutional Networks for Event Detection with dependency relations
EMNLP 2021
Spine2Net: SpineNet with Res2Net and Time-Squeeze-and-Excitation Blocks for Speaker Recognition
Interspeech 2021
Team02 Text-Independent Speaker Verification System for SdSV Challenge 2021
Interspeech 2021