Machine Learning for Signal Processing

Time	Paper ID	Paper Title	Author Names
Award Paper Session (25 Oct)
10:30	88	FBR-CNN: A Feedback Recurrent Network for Video Saliency Detection	Ding, Guanqun*; Imamoglu, Nevrez; Caglayan, Ali; Murakawa, Masahiro; Nakamura, Ryosuke
10:40	111	Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification	Massi, Michela C*; Ieva, Francesca
10:50	166	Hierarchical graph neural nets can capture long-range interactions	Rampasek, Ladislav*; Wolf, Guy
11:00	167	Multimodal data visualization and denoising with integrated diffusion	KUCHROO, MANIK ; Godavarthi, Abhinav; Tong, Alexander Y; Wolf, Guy; Krishnaswamy, Smita*
11:10	39	Self-Attention for Audio Super-Resolution	Carraz Rakotonirina, Nathanael*
11:20	62	Noise ReTF Estimation and Removal for Low SNR Speech Enhancement	Birnie, Lachlan I*; Samarasinghe, Prasanga; abhayapala, thushara; Grixti-Cheng, Daniel
Paper Session 1.1 (Oct 25)
11:30	28	Robustness-aware Filter Pruning for Robust Neural Networks Against Adversarial Attacks	Lim, Hyuntak*; Roh, Si-Dong; Park, Sangki; Chung, Ki-Seok
11:40	42	Differentially Private Variable Selection via the Knockoff Filter	Pournaderi, Mehrdad*; Xiang, Yu
11:50	101	TRANSFER BAYESIAN META-LEARNING VIA WEIGHTED FREE ENERGY MINIMIZATION	Zhang, Yunchuan*; Jose, Sharu Theresa; Simeone, Osvaldo
12:00	113	Gaussian approximations of SDEs in Metropolis-adjusted Langevin Algorithms	Särkkä, Simo*; Merkatas, Christos; Karvonen, Toni
12:10	133	EVALUATION OF COMPLEXITY MEASURES FOR DEEP LEARNING GENERALIZATION IN MEDICAL IMAGE ANALYSIS	Vakanski, Aleksandar; Xian, Min*
12:20	151	Uncertain Bayesian Networks: Learning from Incomplete Data	Hougen, Conrad*; Kaplan, Lance; Cerutti, Federico; Hero, Alfred
Paper Session 1.2 (Oct 25)
14:00	24	SMALL MOVING TARGET MOT TRACKING WITH GM-PHD FILTER AND ATTENTION-BASED CNN	Aguilar, Camilo G*; Ortner, Mathias; Zerubia, Josiane
14:10	49	BayesRadar : Bayesian Metric-Kalman Filter Learning for Improved and Reliable Radar Target Classification	Dubey, Anand*; Santra, Avik; Fuchs, Jonas; Lübke, Maximilian; Weigel, Robert; Lurz, Fabian
14:20	70	BLOCK-WISE INTRA-PREDICTION OF IMAGING DATA BASED ON OVERFITTED NEURAL NETWORKS WITH ON-LINE LEARNING	Sanchez, Victor*; Hernandez-Cabronero, Miguel; Serra-Sagrista, Joan
14:30	80	Convolutional Dense Neural Network based Spirometry Variable FVC Prediction using Sustained Phonations	yadav, shivani*; Gope, Dipanjan; Maheswari Krishnaswamy, Uma; Ghosh, Prasanta
14:40	84	About the equivalence between complex-valued and real-valued fully connected neural networks – application to PolInSAR images	BARRACHINA, Jose Agustin; Ren, Chengfang; Vieillard, Gilles; Morisseau, Christele; Ovarlez,  Jean-Philippe*
14:50	93	Joint optimization of system design and reconstruction in MIMO radar imaging	Weiss, Tomer*; P, N; Vedula, Sanketh; Feuer, Arie; Bronstein, Alex
15:00	100	DEEP LOW-DIMENSIONAL SPECTRAL IMAGE REPRESENTATION FOR COMPRESSIVE SPECTRAL RECONSTRUCTION	Monroy, Brayan *; Bacca, Jorge; Arguello, Henry
15:10	120	A Hybrid Model Integrating LSTM And GARCH For Bitcoin Price Prediction	He, Yiwen*; Gao, Zidi; Kuruoglu, Ercan E
15:20	121	Anonymizing motion sensor data through time-frequency domain	Rougé, Pierre*; Moukadem, Ali; Dieterlen, Alain; Boutet, Antoine; Frindel, Carole
Paper Session 1.3 (Oct 25)
16:00	130	Introducing K-anonymity principles to adversarial attacks for privacy protection in image classification problems	Mygdalis, Vasileios*; TEFAS, ANASTASIOS; Pitas, Ioannis
16:10	137	A Weighted Loss Function to Predict Control Parameters for Supercontinuum Generation via Neural Networks	Stucchi, Diego*; Corsini, Andrea; Genty, Goëry; Boracchi, Giacomo; Foi, Alessandro
16:20	142	A Semi-Supervised Generative Adversarial Network for Prediction of Genetic Disease Outcomes	Davi, Caio C M *; Braga-Neto, Ulisses M.
16:30	147	Learning-Based UE Classification in Millimeter-Wave Cellular Systems With Mobility	Pjanic, Dino*; Sopasakis, Alexandros; Tufvesson, Fredrik ; Tataria, Harsh ; Reial, Andres
16:40	149	DETECTING NETWORK STATE IN THE PRESENCE OF VARYING LEVELS OF CONGESTION	de Fréin, Ruairí*; Izima, Obinna; Malik, Ali
16:50	159	Convolutional Neural Network Denoising of Focused Ion Beam Micrographs	Peng, Minxu*; Cokbas, Mertcan; Dorken Gallastegi, Unay; Ishwar, Prakash; Konrad, Janusz; Kulis, Brian; Goyal, Vivek K
17:00	168	A COARSE-TO-FINE OBJECT DETECTION FRAMEWORK FOR HIGH-RESOLUTION IMAGES WITH SPARSE OBJECTS	Liu, Jinyan; Yan, Longbin; Chen, Jie*
17:10	172	DETECTION OF INSECTS IN CLASS-IMBALANCED LIDAR FIELD MEASUREMENTS	Vannoy, Trevor*; Scofield, Trey; Logan, Riley; Rehbein, Elizabeth; Shaw, Joseph; Whitaker, Bradley M
Paper Session 2.1 (Oct 26)
10:30	10	SIAMNET: SIAMESE CNN BASED SIMILARITY MODEL FOR ADVERSARIALLY GENERATED ENVIRONMENTAL SOUNDS	Madhu, Aswathy*; K, Suresh
10:40	57	Compression of DNNs Using Magnitude Pruning and Nonlinear Information Bottleneck Training	Nielsen, Morten Østergaard*; Ostergaard, Jan; Jensen, Jesper; Tan, Zheng-Hua
10:50	75	OPINION RECOMMENDATION USING COVERAGE FOR ADAPTIVE PREDICTION	Gionanidis, Emmanouil*; Kotropoulos, Constantine; Ntemi, Myrsini
11:00	90	Not all noise is accounted equally: How differentially private learning benefits from large sampling rates	Dörmann, Friedrich*; Frisk, Osvald; Andersen, Lars Nørvang; Fischer Pedersen, Christian
11:10	109	BI-RADS-NET: AN EXPLAINABLE MULTITASK LEARNING APPROACH FOR CANCER DIAGNOSIS IN BREAST ULTRASOUND IMAGES	Zhang, Boyu;  Vakanski, Aleksandar; Xian, Min*
11:20	110	Explainable Deep Learning Detection of Gaussian Propeller Noise with Unknown Signal-to-Noise Ratio	Mahiout, Thomas; Fillatre, Lionel*; Deruaz Pepin, Laurent
11:30	150	Data-driven Learning of Geometric Scattering Modules for GNNs	Tong, Alexander Y*; Wenkel, Frederik; Macdonald, Kincaid; Krishnaswamy, Smita; Wolf, Guy
11:40	174	FEW-SHOT LEARNING VIA DEPENDENCY MAXIMIZATION AND INSTANCE DISCRIMINANT ANALYSIS	Hou, Zejiang*; Kung, Sun-Yuan
11:50	31	Distributed Variational Information Bottleneck for IoT Environments	Alsulaimawi, Zahir*; Liu, Huaping
12:00	140	PRIVACY ASSESSMENT OF FEDERATED LEARNING USING PRIVATE PERSONALIZED LAYERS	Jourdan, Theo; Boutet, Antoine*; Frindel, Carole
12:10	180	Distributed Dictionary Learning over Heterogeneous Clients using Local Adaptive Dictionaries	You-De, Huang; Hong, Y.-W. Peter*
12:20	107	A Copula-Driven Unsupervised Learning Framework for Anomaly Detection with Multivariate Heterogeneous Data	Damodaran , Swaroop*; Padmanabhan, Ram; R., Maahin; Gurugopinath, Sanjeev
Paper Session 3.1 (Oct 27)
11:00	8	MODEL SELECTION OF KERNEL RIDGE REGRESSION FOR EXTRAPOLATION	Tanaka, Akira*; Nakamura, Masanari; Imai, Hideyuki
11:10	38	Adaptive Normalized LMP Estimation for Graph Signal Processing	Yan, Yi*; Adel, Radwa; Kuruoglu, Ercan E
11:20	65	MESSAGE PASSING-BASED INFERENCE IN THE GAMMA MIXTURE MODEL	Podusenko, Albert*; van Erp, Bart; Bagaev, Dmitry; Senoz, Ismail; de Vries, Bert
11:30	92	Estimating Partially Observed Graph Signals by Learning Spectrally Concentrated Graph Kernels	Turhan, Gulce; Vural, Elif*
11:40	116	Random Feature Approximation for Online Nonlinear Graph Topology Identification	Money, Rohan T.*; Krishnan, Joshin; Beferull-Lozano, Baltasar
11:50	124	Learning Parametric Time-Vertex Graph Processes from Incomplete Realizations	Guneyi, Eylem Tugce; Canbolat, Abdullah; Vural, Elif*
12:00	141	GRAPH-BASED TRANSFORM BASED ON NEURAL NETWORKS FOR INTRA-PREDICTION OF IMAGING DATA	Roy, Debaleena*; Guha, Tanaya; Sanchez, Victor
12:10	158	Multimodal Graph Coarsening for Interpretable, MRI-Based Brain Graph Neural Network	Sebenius, Isaac*; Campbell, Alex; Morgan, Sarah; Bullmore, Edward; Lió, Pietro
12:20	163	Tracking of quantized signals based on online kernel regression	Ruiz-Moreno, Emilio*; Beferull-Lozano, Baltasar
Paper Session 3.2 (Oct 27)
14:00	47	Preferential batch Bayesian optimization	Siivola, Eero*; Dhaka, Akash Kumar; Andersen, Michael; Gonzalez, Javier; Moreno, Pablo; Vehtari, Aki
14:10	52	A DEEP Q-NETWORK BASED APPROACH FOR ONLINE BAYESIAN CHANGE POINT DETECTION	Ma, Xiaochuan*; Lai, Lifeng; Cui, Shuguang
14:20	53	Bayesian Two-stage Sequential Change Diagnosis via multi-sensor array	Ma, Xiaochuan*; Lai, Lifeng; Cui, Shuguang
14:30	95	A GENERAL PARAMETRIZATION FRAMEWORK FOR PAIRWISE MARKOV MODELS: AN APPLICATION TO UNSUPERVISED IMAGE SEGMENTATION	Gangloff, Hugo*; Morales, Katherine; Petetin, Yohan
14:40	183	Self-trained video anomaly detection based on Teacher-Student model	Wang, Xusheng; Pei, Mingtao*; nie, zhengang
14:50	185	RECOGNIZING ACTIVITIES FROM EGOCENTRIC IMAGES WITH APPEARANCE AND MOTION FEATURES	Chen, Yanhua; Pei, Mingtao*; nie, zhengang
15:00	186	EARLY FUSION GRAPH CONVOLUTIONAL NETWORK FOR SKELETON-BASED ACTION RECOGNITION	zhao, xiaoxue*; Liu, Cuiwei; Shi, Xiangbin
15:10	187	LIGHTWEIGHT FOREST FIRE DETECTION BASED ON DEEP LEARNING	Fan, Ruixian; Pei, Mingtao*
15:20	189	OBJECT DETECTION IN SAR VIA GENERATIVE KNOWLEDGE TRANSFER	Lou, Xin*; Wang, Han
Paper Session 3.3 (Oct 27)
16:00	55	L3DAS21 Challenge: Machine Learning for 3D Audio Signal Processing	Guizzo, Eric*; Comminiello, Danilo
16:10	156	Optimizing Time Domain Fully Convolutional Networks for 3D Speech Enhancement in a Reverberant Environment Using Perceptual Losses	Guimarães, Heitor R*; Beccaro, Wesley; Arjona Ramírez, Miguel
16:20	182	A NEURAL BEAMFORMING NETWORK FOR B-FORMAT 3D SPEECH ENHANCEMENT AND RECOGNITION	Ren, Xinlei*; Chen, Lianwu; Zheng, Xiguang; Xu, Chenglin; Zhang, Xu; Zhang, Chen; Guo, Liang; Yu, Bing
16:30	190	Optimized Spatial Matching for Visual Object Tracking	Fuxiang, Wang*
16:40	191	An improved DiracNet convolutional neural network for haze visibility detection	Xiyu, Mu*; Qi, Xu; Qiang, Zhang; Junchi, Ren; Hongbin, Wang; Linyi, Zhou
16:50	194	REAL-TIME OPTIMIZING WEIGHTED GAUSSIAN CURVATURE FOR 4K VIDEOS	Tang, Wenming*; Gong, Yuanhao; Zhou, LeBin
17:00	198	CONTENT-BASED RECOMMENDATION USING MACHINE LEARNING	Tai, Yifan *; Sun, Zhenyu; Yao, Zixuan
17:10	200	A placement angle detection method of recyclable object for garbage power generation	cai, yong*; chen, mengwei; feng, yifei; ming, zheng
Paper Session 4.1 (Oct 28)
9:30	12	A Unified PAC-Bayesian Framework for Machine Unlearning via Information Risk Minimization	Jose, Sharu Theresa*; Simeone, Osvaldo
9:40	60	Beyond the bias variance trade-off: a mutual information trade-off in deep learning	LAN, XINJIE*; Zhu, Bin; Boncelet, Charles; Barner, Kenneth
9:50	131	Toward minimal-sufficiency in regression tasks: An approach based on a variational estimation bottleneck	Lyu, Zhaoyan*; Aminian, Gholamali; Rodrigues, Miguel
10:00	3	Understanding Linear Style Transfer Auto-encoders	Pradhan, Ian; Lyu, Siwei*
10:10	32	An empirical comparison of joint-training and pre-training for domain-agnostic semi-supervised learning via energy-based models	Song, Yunfu; Zheng, Huahuan; Ou, Zhijian*
10:20	61	Affinity Mixup for Weakly Supervised Sound Event Detection	Izadi, Mohammad Rasool*; Stevenson, Robert; Kloepper, Laura
Paper Session 4.2 (Oct 28)
11:00	1	Dynamic Graph Convolutional Network: A Topology Optimization Perspective	Deng, Bowen*; Jiang, Aimin
11:10	27	GRAD-CAM GUIDED CHANNEL-SPATIAL ATTENTION MODULE FOR FINE-GRAINED VISUAL CLASSIFICATION	Xu, Shuai ; Chang, Dongliang; Xie, Jiyang; Ma, Zhanyu*
11:20	51	Bag of Groups of Convolutional Features Model for Visual Object Recognition	Singh, Jaspreet*; singh, chandan
11:30	97	ADVERSARIAL PERTURBATION ATTACKS ON NESTED DICHOTOMIES CLASSIFICATION SYSTEMS	Alkhouri, Ismail *; Velasquez, Alvaro; Atia, George
11:40	105	Scalable Community Detection in the Degree-Corrected Stochastic Block Model	He, Yicong*; Beckus, Andre; Atia, George
11:50	126	Zero-Shot Motion Pattern Recognition From 4D Point-Clouds	Salami, Dariush*; Sigg, Stephan
12:00	160	ADVERSARIAL ATTACKS ON MULTI-LEVEL FAULT DETECTION AND DIAGNOSIS SYSTEMS	Awad, Akram*; Alkhouri, Ismail ; Atia, George
12:10	162	FAST SUBSPACE CLUSTERING ALGORITHM WITH EFFICIENT SIMILARITY-CONSTRAINED SAMPLING FOR HYPERSPECTRAL IMAGES	Lopez, Jhon E*; Hinojosa, Carlos; Arguello, Henry
12:20	164	HyPhyLearn: A Domain Adaptation-Inspired Approach to Classification Using Limited Number of Training Samples	Nooraiepour, Alireza*; Bajwa, Waheed; Mandayam, Narayan
Paper Session 4.3 (Oct 28)
14:00	21	Deep Complex Convolutional Recurrent Network for Multi-channel Speech Enhancement and Dereverberation	Gelderblom, Femke   B.*; Myrvoll, Tor Andre
14:10	66	CAESYNTH: REAL-TIME TIMBRE INTERPOLATION AND PITCH CONTROL WITH CONDITIONAL AUTOENCODERS	Valero Puche, Aaron; LEE, SUKHAN*
14:20	73	Disentangled Speech Representation Learning Based on Factorized Hierarchical Variational Autoencoder with Self-Supervised Objective	Xie, Yuying*; Arildsen, Thomas; Tan, Zheng-Hua
14:30	77	MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis	Tae, Jaesung*; Lee, Younggun; Kim, Hyeongju
14:40	98	Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning	Liu, Xubo*; Iqbal, Turab; ZHAO, Jinzheng; Huang, Qiushi; Plumbley, Mark D.; Wang, Wenwu
14:50	99	Detecting cover songs with Pitch Class Key-invariant  Networks	O’Hanlon, Ken*; Benetos, Emmanouil; Dixon, Simon
15:00	104	SINGING FUNDAMENTAL FREQUENCY CONTOUR GENERATION USING GENERALIZED COMMAND-RESPONSE MODEL AND SCORE-CONDITIONAL VARIATIONAL AUTOENCODER	Seki, Shogo*; Taga, Haruka; Toda, Tomoki
15:10	63	IMPROVING DEEP REINFORCEMENT LEARNING FOR FINANCIAL TRADING USING DEEP ADAPTIVE GROUP-BASED NORMALIZATION	Nalmpantis, Angelos; Passalis, Nikolaos*; Tsantekidis, Avraam; TEFAS, ANASTASIOS
15:20	165	Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space Exploration	Hashmi, Hassaan*; Kalogerias, Dionysios
Paper Session 4.4 (Oct 28)
16:00	23	Ambiguity-Free and Efficient Sparse Phase Retrieval from Affine Measurements under Outlier Corruption	Yang, Ming-Hsun *; Hong, Y.-W. Peter; Wu, Jwo-Yuh
16:10	102	A Constrained Linearly involved Generalized Moreau Enhanced Model and Its Proximal Splitting Algorithm	Yata, Wataru; Yamagishi, Masao; Yamada, Isao*
16:20	176	ADAPTIVE APPROACH FOR SPARSE REPRESENTATIONS USING THE LOCALLY COMPETITIVE ALGORITHM FOR AUDIO	Bahadi, Soufiyan*; Plourde, Eric; Rouat, Jean
16:30	20	Online DOA Estimation for Noninteger Linear Antenna Arrays in Coarray Domain	Chen, Yitian; Nosrati, Hamed*; Aboutanios, Elias
16:40	161	Two-way Spectrum Pursuit for CUR Decomposition and Its Application in Joint Column/Row Subset Selection	Joneidi, Mohsen; Esmaeili, Ashkan*; Salimitari, Mehrdad; Khalid, Umar; Rahnavard, Nazanin
16:50	178	SpecRank: Ranking by Pairwise Comparisons from Specialty Workers in a Crowdsourced Setting	Hong, Y.-W. Peter*; Chen, Wen-Yang; Chang, Hao-Tang
17:00	48	Deep Variational Generative Models for Audio-Visual Speech Separation	Nguyen, Vietnhat; Sadeghi, Mostafa; Ricci, Elisa; Alameda-Pineda, Xavier*

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