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Vamsi K Ithapu
[C27] Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization,
H. Jiang, C. Murdock, V. K. Ithapu
Computer Vision and Pattern Recognition (CVPR) 2022
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[C26] Ego4D: Around the World in 3,000 Hours of Egocentric Video,
K. Grauman, [many-authors], V. K. Ithapu, [many-authors], J. Malik
Computer Vision and Pattern Recognition (CVPR) 2022
PDF
[C25] Continual self-training with bootstrapped remixing for speech enhancement,
E. Tzinis, Y. Adi, V. K. Ithapu, B. Xu, A. Kumar
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
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[C24] Deep Impulse Responses: Estimating and Parameterizing Filters with Deep Networks,
A. Richard, P. Dodds, V. K. Ithapu
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
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[C23] DPLM: A Deep Perceptual Spatial-Audio Localization Metric,
P. Manocha, A. Kumar, B. Xu, A. Menon, I. Gebru, V. K. Ithapu, P. Calamia
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 2021
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[C22] Filtered Noise Shaping for Time Domain Room Impulse Response Estimation From Reverberant Speech,
C. Steinmetz, V. K. Ithapu, P. Calamia
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) 2021
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Best Student Paper Award (News Link)
[C21] Audio Visual Floor Plan Reconstruction,
C. Chen, U. Jain, C. Schissler, S. V. A. Gari, Z. Al-Halah, V. K. Ithapu, P. Robinson, K. Grauman
International Conference on Computer Vision (ICCV) 2021
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[C20] Egocentric Pose Estimation from Human Vision Span,
H. Jiang, V. K. Ithapu
International Conference on Computer Vision (ICCV) 2021
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[C19] Do sound event representations generalize to other audio tasks? A case study in audio transfer learning,
A. Kumar, Y. Wang, V. K. Ithapu, C. Fuegen
InterSpeech 2021
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[C18] On the predictability of HRTFs from ear shapes using deep networks,
Y. Zhou, H. Jiang, V. K. Ithapu
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021
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[C17] A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition,
A. Kumar, V. K. Ithapu
International Conference on Machine Learning (ICML) 2020
[C16] SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection,
A. Kumar, V. K. Ithapu
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020
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[C15] SoundSpaces: Audio-Visual Navigation in 3D Environments,
C. Chen, U. Jain, C. Schissler, S. V. A. Gari, Z. Al-Halah, V. K. Ithapu, P. Robinson, K. Grauman
European Conference on Computer Vision (ECCV) 2020
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[C14] Decoding the Deep: Exploring Class Hierarchies of Deep Representations using Multiresolution Matrix Factorization,
V. K. Ithapu
Explainable Computer Vision Workshop, Computer Vision and Pattern Recognition (CVPR) 2017
[C13] When can Multi-site Datasets be Pooled for Regression: Hypothesis Tests, L2-consistency and Neuroscience Applications,
H. Hao, Y. Zhang, V. K. Ithapu, G. Wahba, S. C. Johnson, V. Singh
International Conference on Machine Learning (ICML) 2017
[C12] The Incremental Multiresolution Matrix Factorization Algorithm,
V. K. Ithapu, R. Kondor, S. C. Johnson, V. Singh
Computer Vision and Pattern Recognition (CVPR) 2017
[C11] On the Interplay of Network Structure and Gradient Convergence in Deep Learning,
V. K. Ithapu, S. Ravi, V. Singh
54th Allerton Conference on Communication, Control and Computing (Allerton) 2016
[C10] Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease,
H. Hao, V. K. Ithapu, S. Ravi, V. Singh, G. Wahba, S. C. Johnson
Neural Information Processing Systems (NeurIPS) 2016
[C9] Experimental Design on a Budget for Sparse Linear Models and Applications,
S. Ravi, V. K. Ithapu, S. C. Johnson, V. Singh
International Conference on Machine Learning (ICML), 2016
[C8] An NMF perspective on Binary Hashing,
L. Mukherjee, S. Ravi, V. K. Ithapu, T. Holmes, V. Singh
International Conference on Computer Vision (ICCV), 2015
[C7] A Projection Free Method for Generalized Eigenvalue Problem with a Nonsmooth Regularizer,
S. J. Hwang, M. Collins, S. Ravi, V. K. Ithapu, N. Adluru, S. C. Johnson, V. Singh,
International Conference on Computer Vision (ICCV), 2015
[C6] Randomized Denoising Autoencoders for Smaller and Efficient Imaging based AD Clinical Trials,
V. K. Ithapu, V. Singh, O. Okonkwo, S. C. Johnson,
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014
[C5] Speeding up Permutation Testing in Neuroimaging,
V. K. Ithapu*, C. Hinrichs*, Q. Sun, S. C. Johnson, V. Singh,
Neural Information Processing Systems (NeurIPS), 2013
* - equal contribution
PDF (Oral Spotlight)
[C4] GOSUS: Grassmannian Online Subspace Updates with Structured-sparsity,
J. Xu, V. K. Ithapu, L. Mukherjee, J. Rehg, V. Singh,
International Conference on Computer Vision (ICCV), 2013
[C3] Fundus Image Registration for Vestibularis Research,
V. K. Ithapu, A. Fritsche, A. Oppelt, M. Westhofen, T. M. Deserno,
Proceedings of SPIE Medical Imaging, 2010
[C2] Diversity Employment into Target plus Clutter SAR Imaging using MIMO Configuration,
V. K. Ithapu, A. K. Mishra, R. K. Panigrahi,
Indian Antenna Week, 2010
[C1] Hybrid Diversity Strategy using MIMO Radar for Target Tracking,
V. K. Ithapu, A. K. Mishra,
IEEE Applied Electromagnetics Conference (AEMC), 2009
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