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spectral analysis

263 papers

Papers

Ringing ReLUs: Harmonic Distortion Analysis of Nonlinear Feedforward Networks ICLR 2021 Simple Spectral Graph Convolution ICLR 2021 Sound Change in Spontaneous Bilingual Speech: A Corpus Study on the Cantonese n-l Merger in Cantonese-English Bilinguals Interspeech 2021 SSD-GAN: Measuring the Realness in the Spatial and Spectral Domains AAAI 2021 Unifying Nonlocal Blocks for Neural Networks ICCV 2021 Universal Spectral Adversarial Attacks for Deformable Shapes CVPR 2021 Whittle Networks: A Deep Likelihood Model for Time Series ICML 2021 Accelerating Smooth Games by Manipulating Spectral Shapes AISTATS 2020 A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings Interspeech 2020 A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning NeurIPS 2020 Cloth in the Wind: A Case Study of Physical Measurement Through Simulation CVPR 2020 Convergence and Stability of Graph Convolutional Networks on Large Random Graphs NeurIPS 2020 Global Optimality for Point Set Registration Using Semidefinite Programming CVPR 2020 Graph Neural Networks Exponentially Lose Expressive Power for Node Classification ICLR 2020 Improved guarantees and a multiple-descent curve for Column Subset Selection and the Nystrom method NeurIPS 2020 Language Through a Prism: A Spectral Approach for Multiscale Language Representations NeurIPS 2020 Learning in the Frequency Domain CVPR 2020 MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product IJCAI 2020 On the Distribution of Minima in Intrinsic-Metric Rotation Averaging CVPR 2020 On the Robustness and Training Dynamics of Raw Waveform Models Interspeech 2020 Precise expressions for random projections: Low-rank approximation and randomized Newton NeurIPS 2020 Pruned Graph Scattering Transforms ICLR 2020 Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020 Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error IJCAI 2020 Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting NeurIPS 2020