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Papers
FrameQuant: Flexible Low-Bit Quantization for Transformers
ICML 2024
Understanding Influence Functions and Datamodels via Harmonic Analysis
ICLR 2023
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models
Interspeech 2022
A Structured Dictionary Perspective on Implicit Neural Representations
CVPR 2022
Variational Autoencoders: A Harmonic Perspective
AISTATS 2022
On the Approximation Power of Two-Layer Networks of Random ReLUs
COLT 2021
Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks
ICML 2020
Gradient Descent for One-Hidden-Layer Neural Networks: Polynomial Convergence and SQ Lower Bounds
COLT 2019
Harmonic-Aligned Frame Mask Based on Non-Stationary Gabor Transform with Application to Content-Dependent Speaker Comparison
Interspeech 2019
Time to Frequency Domain Mapping of the Voice Source: The Influence of Open Quotient and Glottal Skew on the Low End of the Source Spectrum
Interspeech 2019
Estimation of Fundamental Frequency from Singing Voice Using Harmonics of Impulse-like Excitation Source
Interspeech 2018
Enhanced Harmonic Content and Vocal Note Based Predominant Melody Extraction from Vocal Polyphonic Music Signals
Interspeech 2016
Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP)
CVPR 2016
Robust Estimation of Fundamental Frequency Using Single Frequency Filtering Approach
Interspeech 2016
Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision
NeurIPS 2014
Analyzing the Harmonic Structure in Graph-Based Learning
NeurIPS 2013
Multi-resolution Shape Analysis via Non-Euclidean Wavelets: Applications to Mesh Segmentation and Surface Alignment Problems
CVPR 2013
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination
NeurIPS 2012