Tanaya Guha

According to our database, Tanaya Guha authored at least 71 papers between 2010 and 2025.

Collaborative distances:

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

2025

Self-supervised random mask attention GAN in tackling pose-invariant face recognition.

Jiashu Liao, Tanaya Guha, Victor Sanchez

Pattern Recognit., 2025

2024

On the effects of obfuscating speaker attributes in privacy-aware depression detection.

Nujud Aloshban, Anna Esposito, Alessandro Vinciarelli, Tanaya Guha

Pattern Recognit. Lett., 2024

Active Listener: Continuous Generation of Listener's Head Motion Response in Dyadic Interactions.

Bishal Ghosh, Emma Li, Tanaya Guha

CoRR, 2024

WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting.

Olly Styles, Sam Miller, Patricio Cerda-Mardini, Tanaya Guha, Victor Sanchez, Bertie Vidgen

CoRR, 2024

CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification.

Yiming Ma, Victor Sanchez, Tanaya Guha

CoRR, 2024

NAPE: Numbering as a Position Encoding in Graphs.

Olayinka Ajayi, Hongkai Wen, Tanaya Guha

IEEE Access, 2024

Assessing Privacy Risks of Attribute Inference Attacks Against Speech-Based Depression Detection System.

Basmah Alsenani, Anna Esposito, Alessandro Vinciarelli, Tanaya Guha

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics.

Surbhi Madan, Monika Gahalawat, Tanaya Guha, Roland Goecke, Ramanathan Subramanian

CoRR, 2023

Privacy Risks in Speech Emotion Recognition: A Systematic Study on Gender Inference Attack.

Basmah Alsenani, Tanaya Guha, Alessandro Vinciarelli

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Explainable Depression Detection via Head Motion Patterns.

Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Heterogeneous Graph Learning for Acoustic Event Classification.

Amir Shirian, Mona Ahmadian, Krishna Somandepalli, Tanaya Guha

Proceedings of the IEEE International Conference on Acoustics, 2023

Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention.

Yiming Ma, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha

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

2022

Dynamic Emotion Modeling With Learnable Graphs and Graph Inception Network.

Amir Shirian, Subarna Tripathi, Tanaya Guha

IEEE Trans. Multim., 2022

Multi-Camera Trajectory Forecasting With Trajectory Tensors.

Olly Styles, Tanaya Guha, Victor Sanchez

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Self-Supervised Graphs for Audio Representation Learning With Limited Labeled Data.

Amir Shirian, Krishna Somandepalli, Tanaya Guha

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

Real-Time Driver Monitoring Systems through Modality and View Analysis.

Yiming Ma, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha

CoRR, 2022

Visually-aware Acoustic Event Detection using Heterogeneous Graphs.

Amir Shirian, Krishna Somandepalli, Victor Sanchez, Tanaya Guha

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Fusioncount: Efficient Crowd Counting Via Multiscale Feature Fusion.

Yiming Ma, Victor Sanchez, Tanaya Guha

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Self-Supervised Frontalization and Rotation Gan with Random Swap for Pose-Invariant Face Recognition.

Jiashu Liao, Victor Sanchez, Tanaya Guha

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection.

Kyle Min, Sourya Roy, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar

Proceedings of the Computer Vision - ECCV 2022, 2022

Graph-based Transform based on 3D Convolutional Neural Network for Intra-Prediction of Imaging Data.

Debaleena Roy, Tanaya Guha, Victor Sanchez

Proceedings of the Data Compression Conference, 2022

2021

Computational Media Intelligence: Human-Centered Machine Analysis of Media.

Krishna Somandepalli, Tanaya Guha, Victor R. Martinez, Naveen Kumar, Hartwig Adam, Shrikanth Narayanan

Proc. IEEE, 2021

Learning Spatial-Temporal Graphs for Active Speaker Detection.

Sourya Roy, Kyle Min, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar

CoRR, 2021

SG2Caps: Revisiting Scene Graphs for Image Captioning.

Subarna Tripathi, Kien Nguyen, Tanaya Guha, Bang Du, Truong Q. Nguyen

CoRR, 2021

Graph-Based Transform Based on Neural Networks for Intra-Prediction of Imaging Data.

Debaleena Roy, Tanaya Guha, Victor Sanchez

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics.

Surbhi Madan, Monika Gahalawat, Tanaya Guha, Ramanathan Subramanian

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

In Defense of Scene Graphs for Image Captioning.

Kien Nguyen, Subarna Tripathi, Bang Du, Tanaya Guha, Truong Q. Nguyen

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

Compact Graph Architecture for Speech Emotion Recognition.

Amir Shirian, Tanaya Guha

Proceedings of the IEEE International Conference on Acoustics, 2021

Towards Autism Screening through Emotion-guided Eye Gaze Response.

Surjya Ghosh, Tanaya Guha

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Graph Based Transforms based on Graph Neural Networks for Predictive Transform Coding.

Debaleena Roy, Tanaya Guha, Victor Sanchez

Proceedings of the 31st Data Compression Conference, 2021

2020

Dynamic character graph via online face clustering for movie analysis.

Prakhar Kulshreshtha, Tanaya Guha

Multim. Tools Appl., 2020

Learnable Graph Inception Network for Emotion Recognition.

Amir Shirian, Subarna Tripathi, Tanaya Guha

CoRR, 2020

Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments.

Olly Styles, Tanaya Guha, Victor Sanchez

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zero-shot Classification and Retrieval of Videos.

Kranti Kumar Parida, Neeraj Matiyali, Tanaya Guha, Gaurav Sharma

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

ATQAM/MAST'20: Joint Workshop on Aesthetic and Technical Quality Assessment of Multimedia and Media Analytics for Societal Trends.

Tanaya Guha, Vlad Hosu, Dietmar Saupe, Bastian Goldlücke, Naveen Kumar, Weisi Lin, Victor R. Martinez, Krishna Somandepalli, Shrikanth Narayanan, Wen-Huang Cheng, Kree McLaughlin, Hartwig Adam, John See, Lai-Kuan Wong

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Attention Selective Network For Face Synthesis And Pose-Invariant Face Recognition.

Jiashu Liao, Alex C. Kot, Tanaya Guha, Victor Sanchez

Proceedings of the IEEE International Conference on Image Processing, 2020

Ensemble Network For Ranking Images Based On Visual Appeal.

Sachin Singh, Victor Sanchez, Tanaya Guha

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Variational Recurrent Sequence-to-Sequence Retrieval for Stepwise Illustration.

Vishwash Batra, Aparajita Haldar, Yulan He, Hakan Ferhatosmanoglu, George Vogiatzis, Tanaya Guha

Proceedings of the Advances in Information Retrieval, 2020

Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras.

Olly Styles, Tanaya Guha, Victor Sanchez, Alex C. Kot

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Dirichlet Latent Variable Model: A Dynamic Model Based on Dirichlet Prior for Audio Processing.

Anurendra Kumar, Tanaya Guha, Prasanta Kumar Ghosh

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos.

Kranti Kumar Parida, Neeraj Matiyali, Tanaya Guha, Gaurav Sharma

CoRR, 2019

Learning Affective Correspondence between Music and Image.

Gaurav Verma, Eeshan Gunesh Dhekane, Tanaya Guha

Proceedings of the IEEE International Conference on Acoustics, 2019

Computational Analysis of Gaze Behavior in Autism During Interaction with Virtual Agents.

Zeeshan Akhtar, Tanaya Guha

Proceedings of the IEEE International Conference on Acoustics, 2019

Graph-Based Transform with Weighted Self-Loops for Predictive Transform Coding Based on Template Matching.

Debaleena Roy, Tanaya Guha, Victor Sanchez

Proceedings of the Data Compression Conference, 2019

2018

Unsupervised Discovery of Character Dictionaries in Animation Movies.

Krishna Somandepalli, Naveen Kumar, Tanaya Guha, Shrikanth S. Narayanan

IEEE Trans. Multim., 2018

A Computational Study of Expressive Facial Dynamics in Children with Autism.

Tanaya Guha, Zhaojun Yang, Ruth B. Grossman, Shrikanth S. Narayanan

IEEE Trans. Affect. Comput., 2018

Multichannel Attention Network for Analyzing Visual Behavior in Public Speaking.

Rahul Sharma, Tanaya Guha, Gaurav Sharma

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Learning Spontaneity to Improve Emotion Recognition in Speech.

Karttikeya Mangalam, Tanaya Guha

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

An Online Algorithm for Constrained Face Clustering in Videos.

Prakhar Kulshreshtha, Tanaya Guha

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Dynamic Latent Variable Model for Source Separation.

Anurendra Kumar, Tanaya Guha, Prasanta Ghosh

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Music Tempo Estimation Using Sub-Band Synchrony.

Shreyan Chowdhury, Tanaya Guha, Rajesh M. Hegde

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

On the role of head motion in affective expression.

Atanu Samanta, Tanaya Guha

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Novel affective features for multiscale prediction of emotion in music.

Naveen Kumar, Tanaya Guha, Che-Wei Huang, Colin Vaz, Shrikanth S. Narayanan

Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

Blind image quality assessment using subspace alignment.

Indra Kiran, Tanaya Guha, Gaurav Pandey

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

A trajectory clustering approach to crowd flow segmentation in videos.

Rahul Sharma, Tanaya Guha

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Opening big in box office? Trailer content can help.

Adarsh Tadimari, Naveen Kumar, Tanaya Guha, Shrikanth S. Narayanan

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A multimodal mixture-of-experts model for dynamic emotion prediction in movies.

Ankit Goyal, Naveen Kumar, Tanaya Guha, Shrikanth S. Narayanan

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Gender Representation in Cinematic Content: A Multimodal Approach.

Tanaya Guha, Che-Wei Huang, Naveen Kumar, Yan Zhu, Shrikanth S. Narayanan

Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

On quantifying facial expression-related atypicality of children with Autism Spectrum Disorder.

Tanaya Guha, Zhaojun Yang, Anil Ramakrishna, Ruth B. Grossman, Darren Hedley, Sungbok Lee, Shrikanth S. Narayanan

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Computationally deconstructing movie narratives: An informatics approach.

Tanaya Guha, Naveen Kumar, Shrikanth S. Narayanan, Stacy L. Smith

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Image Similarity Using Sparse Representation and Compression Distance.

Tanaya Guha, Rabab K. Ward

IEEE Trans. Multim., 2014

Sparse representation-based image quality assessment.

Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward

Signal Process. Image Commun., 2014

Multimodal Prediction of Affective Dimensions and Depression in Human-Computer Interactions.

Rahul Gupta, Nikolaos Malandrakis, Bo Xiao, Tanaya Guha, Maarten Van Segbroeck, Matthew Black, Alexandros Potamianos, Shrikanth S. Narayanan

Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014

Affective Feature Design and Predicting Continuous Affective Dimensions from Music.

Naveen Kumar, Rahul Gupta, Tanaya Guha, Colin Vaz, Maarten Van Segbroeck, Jangwon Kim, Shrikanth S. Narayanan

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Learning sparse models for image quality assessment.

Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Image similarity measurement from sparse reconstruction errors.

Tanaya Guha, Rabab K. Ward, Tyseer Aboulnasr

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Learning Sparse Representations for Human Action Recognition.

Tanaya Guha, Rabab K. Ward

IEEE Trans. Pattern Anal. Mach. Intell., 2012

On Image Similarity, Sparse Representation and Kolmogorov Complexity

Tanaya Guha, Rabab K. Ward

CoRR, 2012

A sparse reconstruction based algorithm for image and video classification.

Tanaya Guha, Rabab Kreidieh Ward

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Action recognition by learnt class-specific overcomplete dictionaries.

Tanaya Guha, Rabab K. Ward

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010

Differential Radon Transform for gait recognition.

Tanaya Guha, Rabab Kreidieh Ward

Proceedings of the IEEE International Conference on Acoustics, 2010