Vamsi K. Ithapu

According to our database, Vamsi K. Ithapu authored at least 44 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Hearing Loss Detection from Facial Expressions in One-on-one Conversations.

Yufeng Yin, Ishwarya Ananthabhotla, Vamsi Krishna Ithapu, Stavros Petridis, Yu-Hsiang Wu, Christi Miller

CoRR, 2024

2023

The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective.

Wenqi Jia, Miao Liu, Hao Jiang, Ishwarya Ananthabhotla, James M. Rehg, Vamsi Krishna Ithapu, Ruohan Gao

CoRR, 2023

Towards Improved Room Impulse Response Estimation for Speech Recognition.

Anton Ratnarajah, Ishwarya Ananthabhotla, Vamsi Krishna Ithapu, Pablo Hoffmann, Dinesh Manocha, Paul Calamia

Proceedings of the IEEE International Conference on Acoustics, 2023

LA-VOCE: LOW-SNR Audio-Visual Speech Enhancement Using Neural Vocoders.

Rodrigo Mira, Buye Xu, Jacob Donley, Anurag Kumar, Stavros Petridis, Vamsi Krishna Ithapu, Maja Pantic

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning to Personalize Equalization for High-Fidelity Spatial Audio Reproduction.

Arjun Gupta, Pablo Hoffmann, Sebastian Prepelita, Philip W. Robinson, Vamsi K. Ithapu, David L. Alon

Proceedings of the IEEE International Conference on Acoustics, 2023

Leveraging Heteroscedastic Uncertainty in Learning Complex Spectral Mapping for Single-Channel Speech Enhancement.

Kuan-Lin Chen, Daniel D. E. Wong, Ke Tan, Buye Xu, Anurag Kumar, Vamsi Krishna Ithapu

Proceedings of the IEEE International Conference on Acoustics, 2023

Egocentric Auditory Attention Localization in Conversations.

Fiona Ryan, Hao Jiang, Abhinav Shukla, James M. Rehg, Vamsi Krishna Ithapu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations.

Sagnik Majumder, Hao Jiang, Pierre Moulon, Ethan Henderson, Paul Calamia, Kristen Grauman, Vamsi Krishna Ithapu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Novel-View Acoustic Synthesis.

Changan Chen, Alexander Richard, Roman Shapovalov, Vamsi Krishna Ithapu, Natalia Neverova, Kristen Grauman, Andrea Vedaldi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

RemixIT: Continual Self-Training of Speech Enhancement Models via Bootstrapped Remixing.

Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Paris Smaragdis, Anurag Kumar

IEEE J. Sel. Top. Signal Process., 2022

SAQAM: Spatial Audio Quality Assessment Metric.

Pranay Manocha, Anurag Kumar, Buye Xu, Anjali Menon, Israel Dejene Gebru, Vamsi Krishna Ithapu, Paul Calamia

Proceedings of the Interspeech 2022, 2022

Continual Self-Training With Bootstrapped Remixing For Speech Enhancement.

Efthymios Tzinis, Yossi Adi, Vamsi K. Ithapu, Buye Xu, Anurag Kumar

Proceedings of the IEEE International Conference on Acoustics, 2022

Deep Impulse Responses: Estimating and Parameterizing Filters with Deep Networks.

Alexander Richard, Peter Sheridan Dodds, Vamsi Krishna Ithapu

Proceedings of the IEEE International Conference on Acoustics, 2022

Ego4D: Around the World in 3, 000 Hours of Egocentric Video.

Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization.

Hao Jiang, Calvin Murdock, Vamsi Krishna Ithapu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Ego4D: Around the World in 3, 000 Hours of Egocentric Video.

Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina González, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jáchym Kolár, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbeláez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard A. Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik

CoRR, 2021

EasyCom: An Augmented Reality Dataset to Support Algorithms for Easy Communication in Noisy Environments.

Jacob Donley, Vladimir Tourbabin, Jung-Suk Lee, Mark Broyles, Hao Jiang, Jie Shen, Maja Pantic, Vamsi Krishna Ithapu, Ravish Mehra

CoRR, 2021

Filtered Noise Shaping for Time Domain Room Impulse Response Estimation from Reverberant Speech.

Christian J. Steinmetz, Vamsi Krishna Ithapu, Paul Calamia

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

DPLM: A Deep Perceptual Spatial-Audio Localization Metric.

Pranay Manocha, Anurag Kumar, Buye Xu, Anjali Menon, Israel D. Gebru, Vamsi K. Ithapu, Paul Calamia

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning.

Anurag Kumar, Yun Wang, Vamsi Krishna Ithapu, Christian Fuegen

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Audio-Visual Floorplan Reconstruction.

Senthil Purushwalkam, Sebastia Vicenc Amengual Gari, Vamsi Krishna Ithapu, Carl Schissler, Philip W. Robinson, Abhinav Gupta, Kristen Grauman

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Egocentric Pose Estimation from Human Vision Span.

Hao Jiang, Vamsi Krishna Ithapu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

On the Predictability of Hrtfs from Ear Shapes Using Deep Networks.

Yaxuan Zhou, Hao Jiang, Vamsi Krishna Ithapu

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition.

Anurag Kumar, Vamsi K. Ithapu

Proceedings of the 37th International Conference on Machine Learning, 2020

SeCoST: : Sequential Co-Supervision for Large Scale Weakly Labeled Audio Event Detection.

Anurag Kumar, Vamsi Krishna Ithapu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

SoundSpaces: Audio-Visual Navigation in 3D Environments.

Changan Chen, Unnat Jain, Carl Schissler, Sebastia Vicenc Amengual Gari, Ziad Al-Halah, Vamsi Krishna Ithapu, Philip W. Robinson, Kristen Grauman

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Audio-Visual Embodied Navigation.

Changan Chen, Unnat Jain, Carl Schissler, Sebastia Vicenc Amengual Gari, Ziad Al-Halah, Vamsi Krishna Ithapu, Philip W. Robinson, Kristen Grauman

CoRR, 2019

SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection.

Anurag Kumar, Vamsi Krishna Ithapu

CoRR, 2019

2017

Accelerating permutation testing in voxel-wise analysis through subspace tracking: A new plugin for SnPM.

Felipe Gutierrez-Barragan, Vamsi K. Ithapu, Chris Hinrichs, Camille Maumet, Sterling C. Johnson, Thomas E. Nichols, Vikas Singh

NeuroImage, 2017

On architectural choices in deep learning: From network structure to gradient convergence and parameter estimation.

Vamsi K. Ithapu, Sathya N. Ravi, Vikas Singh

CoRR, 2017

When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications.

Hao Henry Zhou, Yilin Zhang, Vamsi K. Ithapu, Sterling C. Johnson, Grace Wahba, Vikas Singh

Proceedings of the 34th International Conference on Machine Learning, 2017

The Incremental Multiresolution Matrix Factorization Algorithm.

Vamsi K. Ithapu, Risi Kondor, Sterling C. Johnson, Vikas Singh

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Decoding the Deep: Exploring Class Hierarchies of Deep Representations Using Multiresolution Matrix Factorization.

Vamsi K. Ithapu

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Randomized Deep Learning Methods for Clinical Trial Enrichment and Design in Alzheimer's Disease.

Vamsi K. Ithapu, Vikas Singh, Sterling C. Johnson

Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016

Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease.

Hao Henry Zhou, Vamsi K. Ithapu, Sathya Narayanan Ravi, Vikas Singh, Grace Wahba, Sterling C. Johnson

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Experimental Design on a Budget for Sparse Linear Models and Applications.

Sathya N. Ravi, Vamsi K. Ithapu, Sterling C. Johnson, Vikas Singh

Proceedings of the 33nd International Conference on Machine Learning, 2016

On the interplay of network structure and gradient convergence in deep learning.

Vamsi K. Ithapu, Sathya N. Ravi, Vikas Singh

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Convergence of gradient based pre-training in Denoising autoencoders.

Vamsi K. Ithapu, Sathya N. Ravi, Vikas Singh

CoRR, 2015

An NMF Perspective on Binary Hashing.

Lopamudra Mukherjee, Sathya N. Ravi, Vamsi K. Ithapu, Tyler Holmes, Vikas Singh

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A Projection Free Method for Generalized Eigenvalue Problem with a Nonsmooth Regularizer.

Seong Jae Hwang, Maxwell D. Collins, Sathya N. Ravi, Vamsi K. Ithapu, Nagesh Adluru, Sterling C. Johnson, Vikas Singh

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Randomized Denoising Autoencoders for Smaller and Efficient Imaging Based AD Clinical Trials.

Vamsi K. Ithapu, Vikas Singh, Ozioma C. Okonkwo, Sterling C. Johnson

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

Speeding up Permutation Testing in Neuroimaging.

Chris Hinrichs, Vamsi K. Ithapu, Qinyuan Sun, Sterling C. Johnson, Vikas Singh

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

GOSUS: Grassmannian Online Subspace Updates with Structured-Sparsity.

Jia Xu, Vamsi K. Ithapu, Lopamudra Mukherjee, James M. Rehg, Vikas Singh

Proceedings of the IEEE International Conference on Computer Vision, 2013

2010

Fundus image registration for vestibularis research.

Vamsi K. Ithapu, Armin Fritsche, Ariane Oppelt, Martin Westhofen, Thomas M. Deserno

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010