conftrace_

fourier analysis

53 papers

Explore in graph

Co-occurring keywords

neural network (6616) fourier transform (97) neural network optimization (1293) implicit neural representation (271) diffusion model (3751) frequency domain (267) fourier domain (27) image restoration (1517) probabilistic modeling (852) stochastic gradient descent (1091)

Papers

Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit NIPS 2022
On the Frequency-bias of Coordinate-MLPs NIPS 2022
Non-Convex Optimization with Certificates and Fast Rates Through Kernel Sums of Squares COLT 2022
Depth separation beyond radial functions JMLR 2022
Fourier Analysis-based Iterative Combinatorial Auctions IJCAI 2022
Local Texture Estimator for Implicit Representation Function CVPR 2022
BACON: Band-Limited Coordinate Networks for Multiscale Scene Representation CVPR 2022
Enhancing Robustness of Neural Networks through Fourier Stabilization ICML 2021
Finding Relevant Information via a Discrete Fourier Expansion ICML 2021
Reconstructing weighted voting schemes from partial information about their power indices COLT 2021
Deep Frequency Principle Towards Understanding Why Deeper Learning Is Faster AAAI 2021
The staircase property: How hierarchical structure can guide deep learning NIPS 2021
FourierSAT: A Fourier Expansion-Based Algebraic Framework for Solving Hybrid Boolean Constraints AAAI 2020
A Non-Trivial Algorithm Enumerating Relevant Features over Finite Fields ALT 2020
Analysis of Feature Visibility in Non-Line-Of-Sight Measurements CVPR 2019
On the Spectral Bias of Neural Networks ICML 2019
On the Structural Sensitivity of Deep Convolutional Networks to the Directions of Fourier Basis Functions CVPR 2019
Fourier Policy Gradients ICML 2018
Frequency Domain Predictive Modelling with Aggregated Data AISTATS 2017
Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference ICML 2016
Properly Learning Poisson Binomial Distributions in Almost Polynomial Time COLT 2016
Learning Combinatorial Functions from Pairwise Comparisons COLT 2016
SnFFT: A Julia Toolkit for Fourier Analysis of Functions over Permutations JMLR 2015
Non-Rigid Registration of Images With Geometric and Photometric Deformation by Using Local Affine Fourier-Moment Matching CVPR 2015
Fourier Analysis on Transient Imaging with a Multifrequency Time-of-Flight Camera CVPR 2014