conftrace_

spectral representation

15 papers

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Co-occurring keywords

kernel methods (1097) gaussian process (1200) graph signal (24) covariance function (25) spectral analysis (239) sparse approximation (76) knowledge distillation (3725) variational inference (2069) convolutional filter (15) stationary prior (2)

Papers

S^2-KD: Semantic-Spectral Knowledge Distillation Spatiotemporal Forecasting AAAI 2026
Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations ICCV 2025
Nonstationary Sparse Spectral Permanental Process NIPS 2024
Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers AISTATS 2024
Individualized Dosing Dynamics via Neural Eigen Decomposition NIPS 2023
Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding CVPR 2023
Offline detection of change-points in the mean for stationary graph signals. AISTATS 2021
Learning Laplacian Matrix from Graph Signals with Sparse Spectral Representation JMLR 2021
EigenEmo: Spectral Utterance Representation Using Dynamic Mode Decomposition for Speech Emotion Classification INTERSPEECH 2020
Harmonizable mixture kernels with variational Fourier features AISTATS 2019
Variational Fourier Features for Gaussian Processes JMLR 2018
Estimating Structured Vector Autoregressive Models ICML 2016
Spectral Representations for Convolutional Neural Networks NIPS 2015
Sparse Spectrum Gaussian Process Regression JMLR 2010
Classes of Kernels for Machine Learning: A Statistics Perspective JMLR 2001