October 2021 Archive Back to README date paper code 2110.15278 self-supervised eeg representation learning for automatic sleep staging contrawr 2110.14628 (almost) free incentivized exploration from decentralized learning agents observe_then_incentivize 2110.12387 task-based graph signal compression graph_signal_compression 2110.10812 real-m: towards speech separation on real mixtures sisnr-estimation 2110.09541 wideband and entropy-aware deep soft bit quantization wideband-llr-deep 2110.09807 learning to learn graph topologies l2g-neurips2021 2110.09626 a cautionary tale on fitting decision trees to data from additive models: generalization lower bounds additive_trees 2110.09005 unsupervised learned kalman filtering Unsupervised_ICASSP22 2110.08775 perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising perturbative_mean_field_matrix_factorization 2110.07308 node-screening tests for l0-penalized least-squares problem with supplementary material bnb-screening 2110.07471 stability analysis of unfolded wmmse for power allocation stability-uwmmse 2110.07570 smgc: a complex-valued graph convolutional network via magnetic laplacian for directed graphs MGCs 2110.06986 admm-dad net: a deep unfolding network for analysis compressed sensing ADMM-DAD 2110.06440 sdr -- medium rare with fast computations fast_bss_eval 2110.06661 a primer on near-field beamforming for arrays and reconfigurable intelligent surfaces nearfield-primer 2110.06838 full-stack comparison of channel models for networks above 100 ghz in an indoor scenario thz-mmnets-2021 2110.05528 smoothed separable nonnegative matrix factorization smoothed-separable-nmf 2110.05588 deepfilternet: a low complexity speech enhancement framework for full-band audio based on deep filtering deepfilternet 2110.05606 nearest subspace search in the signed cumulative distribution transform space for 1d signal classification PyTransKit 2110.05876 label-aware ranked loss for robust people counting using automotive in-cabin radar labelawareranked-loss 2110.06139 classification of anomalous gait using machine learning techniques and embedded sensors HumanGait 2110.05587 evaluation of latent space disentanglement in the presence of interdependent attributes dependency-aware-mi-metrics 2110.05649 learned robust pca: a scalable deep unfolding approach for high-dimensional outlier detection lrpca 2110.05794 information theoretic structured generative modeling structured-generative-modeling 2110.04456 deep joint source-channel coding for wireless image transmission with adaptive rate control dynamic_jscc 2110.04653 topological data analysis (tda) techniques enhance hand pose classification from ecog neural recordings ecog_vbh_2021 2110.04717 rtsnet: deep learning aided kalman smoothing rtsnet_icassp22 2110.04738 uncertainty in data-driven kalman filtering for partially known state-space models errcov_icassp22 2110.04810 application of graph convolutions in a lightweight model for skeletal human motion forecasting lightweight-motion-forecasting 2110.05266 chaos as an interpretable benchmark for forecasting and data-driven modelling dysts 2110.03691 direct design of biquad filter cascades with deep learning by sampling random polynomials iirnet 2110.04124 ensemble neural representation networks enrp 2110.04239 operanet: a multimodal activity recognition dataset acquired from radio frequency and vision-based sensors oddet 2110.03435 light-sernet: a lightweight fully convolutional neural network for speech emotion recognition light-sernet 2110.03448 multi-head relu implicit neural representation networks mh-relu-inr 2110.03666 joint inference of multiple graphs with hidden variables from stationary graph signals hidden_joint_inference 2110.02289 an approximate expectation-maximization for two-dimensional multi-target detection mtd-2d-em 2110.02538 a local updating algorithm for personalized pagerank via chebyshev polynomials pagerank_updating_chebyshev_paper 2110.02915 unrolling particles: unsupervised learning of sampling distributions unrolling-particles 2110.01655 vtamiq: transformers for attention modulated image quality assessment vtamiq 2110.01722 wireless link scheduling via graph representation learning: a comparative study of different supervision levels LinkSchedulingGNNs_SupervisionStudy 2110.00654 map-csi: single-site map-assisted localization using massive mimo csi mapcsi 2110.00844 a robust alternative for graph convolutional neural networks via graph neighborhood filters neighborhoodgf 2110.00262 pyffs: a python library for fast fourier series computation pyFFS 2110.00306 leveraging power grid topology in machine learning assisted optimal power flow ml-opf