conftrace_

sparse signal

20 papers

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Co-occurring keywords

compressed sensing (201) support recovery (43) sparse signal recovery (24) compressive sensing (126) hard thresholding (23) signal recovery (54) convolutional neural network (4226) signal reconstruction (43) convex optimization (1321) non-convex optimization (547)

Papers

Rethink Sparse Signals for Pose-guided Text-to-image Generation ICCV 2025
From Sparse Signal to Smooth Motion: Real-Time Motion Generation with Rolling Prediction Models CVPR 2025
Decentralized multi-agent active search for sparse signals UAI 2021
Support Recovery of Sparse Signals from a Mixture of Linear Measurements NIPS 2021
Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels NIPS 2021
S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation CVPR 2021
One-Bit Compressed Sensing via One-Shot Hard Thresholding UAI 2020
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling ICML 2019
Superset Technique for Approximate Recovery in One-Bit Compressed Sensing NIPS 2019
Geometry and Symmetry in Short-and-Sparse Deconvolution ICML 2019
Nonlinear Structured Signal Estimation in High Dimensions via Iterative Hard Thresholding AISTATS 2018
Global Geometry of Multichannel Sparse Blind Deconvolution on the Sphere NIPS 2018
A convex program for bilinear inversion of sparse vectors NIPS 2018
Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery NIPS 2017
On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit ICML 2017
Random Features for Sparse Signal Classification CVPR 2016
One-bit Compressed Sensing with the k-Support Norm AISTATS 2015
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem NIPS 2012
Multiresolution analysis on the symmetric group NIPS 2012
Sparse Signal Recovery Using Markov Random Fields NIPS 2008