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Model Architecture

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Papers

Spoofing-Aware Speaker Verification by Multi-Level Fusion INTERSPEECH 2022
End-to-end framework for spoof-aware speaker verification INTERSPEECH 2022
Learnable Sparse Filterbank for Speaker Verification INTERSPEECH 2022
Tiny-Sepformer: A Tiny Time-Domain Transformer Network For Speech Separation INTERSPEECH 2022
Objective Metrics to Evaluate Residual-Echo Suppression During Double-Talk in the Stereophonic Case INTERSPEECH 2022
Gated Convolutional Fusion for Time-Domain Target Speaker Extraction Network INTERSPEECH 2022
Text-Driven Separation of Arbitrary Sounds INTERSPEECH 2022
Perceptual Contrast Stretching on Target Feature for Speech Enhancement INTERSPEECH 2022
Globally Injective ReLU Networks JMLR 2022
ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity JMLR 2022
Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning JMLR 2022
A Bregman Learning Framework for Sparse Neural Networks JMLR 2022
InterpretDL: Explaining Deep Models in PaddlePaddle JMLR 2022
Toward Understanding Convolutional Neural Networks from Volterra Convolution Perspective JMLR 2022
i-SpaSP: Structured Neural Pruning via Sparse Signal Recovery L4DC 2022
Data-Augmented Contact Model for Rigid Body Simulation L4DC 2022
Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers L4DC 2022
Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach L4DC 2022
Confidence Histograms for Model Reliability Analysis and Temperature Calibration MIDL 2022
YAMU: Yet Another Modified U-Net Architecture for Semantic Segmentation MIDL 2022
Implicit Neural Representations for Deformable Image Registration MIDL 2022
Deep Cascade Learning for Optimal Medical Image Feature Representation MLHC 2022
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity MLHC 2022
Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring? NAACL 2022