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Tanaya Guha
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2020 – today
- 2025
- [j14]Jiashu Liao
, Tanaya Guha, Victor Sanchez
:
Self-supervised random mask attention GAN in tackling pose-invariant face recognition. Pattern Recognit. 159: 111112 (2025) - 2024
- [j13]Olayinka Ajayi
, Hongkai Wen
, Tanaya Guha:
NAPE: Numbering as a Position Encoding in Graphs. IEEE Access 12: 166200-166210 (2024) - [j12]Nujud Aloshban
, Anna Esposito
, Alessandro Vinciarelli, Tanaya Guha:
On the effects of obfuscating speaker attributes in privacy-aware depression detection. Pattern Recognit. Lett. 186: 300-305 (2024) - [c49]Basmah Alsenani, Anna Esposito, Alessandro Vinciarelli, Tanaya Guha:
Assessing Privacy Risks of Attribute Inference Attacks Against Speech-Based Depression Detection System. ECAI 2024: 3797-3804 - [c48]Eva Fringi, Nesreen Alshubaily, Lorenzo Picinali, Stephen Anthony Brewster, Tanaya Guha, Alessandro Vinciarelli:
Is Distance a Modality? Multi-Label Learning for Speech-Based Joint Prediction of Attributed Traits and Perceived Distances in 3D Audio Immersive Environments. ICMI 2024: 321-330 - [c47]Gang Li, Tanaya Guha, Ogechi Onuoha, Zhanyan Qiu, Alana Grant, Zejian Feng, Zirui Zhang, Kathariana Pohlmann, Mark McGill, Stephen A. Brewster, Frank E. Pollick:
Detecting in-car VR Motion Sickness from Lower Face Action Units. ISMAR 2024: 1019-1028 - [i29]Yiming Ma, Victor Sanchez, Tanaya Guha:
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification. CoRR abs/2403.09281 (2024) - [i28]Olly Styles, Sam Miller, Patricio Cerda-Mardini, Tanaya Guha, Victor Sanchez, Bertie Vidgen:
WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting. CoRR abs/2405.00823 (2024) - [i27]Bishal Ghosh, Emma Li, Tanaya Guha:
Active Listener: Continuous Generation of Listener's Head Motion Response in Dyadic Interactions. CoRR abs/2409.20188 (2024) - [i26]Tongfei Bian, Yiming Ma, Mathieu Chollet, Victor Sanchez, Tanaya Guha:
Interact with me: Joint Egocentric Forecasting of Intent to Interact, Attitude and Social Actions. CoRR abs/2412.16698 (2024) - 2023
- [c46]Yiming Ma
, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha:
Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention. CVPR Workshops 2023: 2617-2625 - [c45]Amir Shirian, Mona Ahmadian, Krishna Somandepalli, Tanaya Guha:
Heterogeneous Graph Learning for Acoustic Event Classification. ICASSP 2023: 1-5 - [c44]Monika Gahalawat
, Raul Fernandez Rojas
, Tanaya Guha
, Ramanathan Subramanian
, Roland Goecke
:
Explainable Depression Detection via Head Motion Patterns. ICMI 2023: 261-270 - [c43]Basmah Alsenani, Tanaya Guha, Alessandro Vinciarelli:
Privacy Risks in Speech Emotion Recognition: A Systematic Study on Gender Inference Attack. INTERSPEECH 2023: 651-655 - [i25]Surbhi Madan, Monika Gahalawat, Tanaya Guha, Roland Goecke
, Ramanathan Subramanian
:
Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics. CoRR abs/2302.09817 (2023) - [i24]Amir Shirian, Mona Ahmadian, Krishna Somandepalli, Tanaya Guha:
Heterogeneous Graph Learning for Acoustic Event Classification. CoRR abs/2303.02665 (2023) - [i23]Yiming Ma, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha:
Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention. CoRR abs/2304.06370 (2023) - [i22]Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke
:
Explainable Depression Detection via Head Motion Patterns. CoRR abs/2307.12241 (2023) - 2022
- [j11]Amir Shirian
, Krishna Somandepalli
, Tanaya Guha:
Self-Supervised Graphs for Audio Representation Learning With Limited Labeled Data. IEEE J. Sel. Top. Signal Process. 16(6): 1391-1401 (2022) - [j10]Olly Styles
, Tanaya Guha
, Victor Sanchez
:
Multi-Camera Trajectory Forecasting With Trajectory Tensors. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8482-8491 (2022) - [j9]Amir Shirian
, Subarna Tripathi
, Tanaya Guha
:
Dynamic Emotion Modeling With Learnable Graphs and Graph Inception Network. IEEE Trans. Multim. 24: 780-790 (2022) - [c42]Debaleena Roy, Tanaya Guha, Victor Sanchez:
Graph-based Transform based on 3D Convolutional Neural Network for Intra-Prediction of Imaging Data. DCC 2022: 212-221 - [c41]Kyle Min, Sourya Roy, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar:
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection. ECCV (35) 2022: 371-387 - [c40]Jiashu Liao, Victor Sanchez, Tanaya Guha:
Self-Supervised Frontalization and Rotation Gan with Random Swap for Pose-Invariant Face Recognition. ICIP 2022: 911-915 - [c39]Yiming Ma
, Victor Sanchez, Tanaya Guha:
Fusioncount: Efficient Crowd Counting Via Multiscale Feature Fusion. ICIP 2022: 3256-3260 - [c38]Amir Shirian, Krishna Somandepalli, Victor Sanchez, Tanaya Guha:
Visually-aware Acoustic Event Detection using Heterogeneous Graphs. INTERSPEECH 2022: 2428-2432 - [i21]Amir Shirian, Krishna Somandepalli, Tanaya Guha:
Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data. CoRR abs/2202.00097 (2022) - [i20]Yiming Ma, Victor Sanchez, Tanaya Guha:
FusionCount: Efficient Crowd Counting via Multiscale Feature Fusion. CoRR abs/2202.13660 (2022) - [i19]Kyle Min, Sourya Roy, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar:
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection. CoRR abs/2207.07783 (2022) - [i18]Amir Shirian, Krishna Somandepalli, Victor Sanchez, Tanaya Guha:
Visually-aware Acoustic Event Detection using Heterogeneous Graphs. CoRR abs/2207.07935 (2022) - [i17]Yiming Ma, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha:
Real-Time Driver Monitoring Systems through Modality and View Analysis. CoRR abs/2210.09441 (2022) - 2021
- [j8]Krishna Somandepalli
, Tanaya Guha
, Victor R. Martinez, Naveen Kumar, Hartwig Adam, Shrikanth Narayanan
:
Computational Media Intelligence: Human-Centered Machine Analysis of Media. Proc. IEEE 109(5): 891-910 (2021) - [c37]Debaleena Roy, Tanaya Guha, Victor Sanchez:
Graph Based Transforms based on Graph Neural Networks for Predictive Transform Coding. DCC 2021: 367 - [c36]Surjya Ghosh, Tanaya Guha:
Towards Autism Screening through Emotion-guided Eye Gaze Response. EMBC 2021: 820-823 - [c35]Amir Shirian, Tanaya Guha:
Compact Graph Architecture for Speech Emotion Recognition. ICASSP 2021: 6284-6288 - [c34]Kien Nguyen, Subarna Tripathi, Bang Du, Tanaya Guha, Truong Q. Nguyen:
In Defense of Scene Graphs for Image Captioning. ICCV 2021: 1387-1396 - [c33]Surbhi Madan, Monika Gahalawat, Tanaya Guha, Ramanathan Subramanian
:
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics. ICMI 2021: 435-443 - [c32]Debaleena Roy, Tanaya Guha, Victor Sanchez:
Graph-Based Transform Based on Neural Networks for Intra-Prediction of Imaging Data. MLSP 2021: 1-6 - [i16]Subarna Tripathi, Kien Nguyen, Tanaya Guha, Bang Du, Truong Q. Nguyen:
SG2Caps: Revisiting Scene Graphs for Image Captioning. CoRR abs/2102.04990 (2021) - [i15]Olly Styles, Tanaya Guha, Victor Sanchez:
Multi-Camera Trajectory Forecasting with Trajectory Tensors. CoRR abs/2108.04694 (2021) - [i14]Sourya Roy, Kyle Min, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar:
Learning Spatial-Temporal Graphs for Active Speaker Detection. CoRR abs/2112.01479 (2021) - [i13]Surbhi Madan, Monika Gahalawat, Tanaya Guha, Ramanathan Subramanian:
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics. CoRR abs/2112.08068 (2021) - 2020
- [j7]Prakhar Kulshreshtha, Tanaya Guha:
Dynamic character graph via online face clustering for movie analysis. Multim. Tools Appl. 79(43-44): 33103-33118 (2020) - [c31]Olly Styles, Tanaya Guha, Victor Sanchez, Alex C. Kot:
Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras. CVPR Workshops 2020: 4379-4382 - [c30]Vishwash Batra
, Aparajita Haldar, Yulan He
, Hakan Ferhatosmanoglu, George Vogiatzis
, Tanaya Guha:
Variational Recurrent Sequence-to-Sequence Retrieval for Stepwise Illustration. ECIR (1) 2020: 50-64 - [c29]Sachin Singh, Victor Sanchez, Tanaya Guha:
Ensemble Network For Ranking Images Based On Visual Appeal. ICASSP 2020: 4507-4511 - [c28]Jiashu Liao, Alex C. Kot, Tanaya Guha, Victor Sanchez:
Attention Selective Network For Face Synthesis And Pose-Invariant Face Recognition. ICIP 2020: 748-752 - [c27]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:
ATQAM/MAST'20: Joint Workshop on Aesthetic and Technical Quality Assessment of Multimedia and Media Analytics for Societal Trends. ACM Multimedia 2020: 4758-4760 - [c26]Olly Styles, Tanaya Guha, Victor Sanchez:
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments. WACV 2020: 679-688 - [c25]Kranti Kumar Parida, Neeraj Matiyali
, Tanaya Guha, Gaurav Sharma:
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zero-shot Classification and Retrieval of Videos. WACV 2020: 3240-3249 - [i12]Olly Styles, Tanaya Guha, Victor Sanchez, Alex C. Kot:
Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras. CoRR abs/2005.00282 (2020) - [i11]Sachin Singh, Victor Sanchez, Tanaya Guha:
Ensemble Network for Ranking Images Based on Visual Appeal. CoRR abs/2006.03898 (2020) - [i10]Prakhar Kulshreshtha, Tanaya Guha:
Dynamic Character Graph via Online Face Clustering for Movie Analysis. CoRR abs/2007.14913 (2020) - [i9]Amir Shirian, Tanaya Guha:
Compact Graph Architecture for Speech Emotion Recognition. CoRR abs/2008.02063 (2020) - [i8]Amir Shirian, Subarna Tripathi, Tanaya Guha:
Learnable Graph Inception Network for Emotion Recognition. CoRR abs/2008.02661 (2020)
2010 – 2019
- 2019
- [j6]Anurendra Kumar
, Tanaya Guha, Prasanta Kumar Ghosh:
Dirichlet Latent Variable Model: A Dynamic Model Based on Dirichlet Prior for Audio Processing. IEEE ACM Trans. Audio Speech Lang. Process. 27(5): 919-931 (2019) - [c24]Debaleena Roy, Tanaya Guha, Victor Sanchez:
Graph-Based Transform with Weighted Self-Loops for Predictive Transform Coding Based on Template Matching. DCC 2019: 329-338 - [c23]Zeeshan Akhtar, Tanaya Guha:
Computational Analysis of Gaze Behavior in Autism During Interaction with Virtual Agents. ICASSP 2019: 1075-1079 - [c22]Gaurav Verma, Eeshan Gunesh Dhekane, Tanaya Guha:
Learning Affective Correspondence between Music and Image. ICASSP 2019: 3975-3979 - [i7]Gaurav Verma, Eeshan Gunesh Dhekane, Tanaya Guha:
Learning Affective Correspondence between Music and Image. CoRR abs/1904.00150 (2019) - [i6]Olly Styles, Tanaya Guha, Victor Sanchez:
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments. CoRR abs/1909.11944 (2019) - [i5]Kranti Kumar Parida, Neeraj Matiyali, Tanaya Guha, Gaurav Sharma:
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos. CoRR abs/1910.08732 (2019) - 2018
- [j5]Tanaya Guha
, Zhaojun Yang, Ruth B. Grossman, Shrikanth S. Narayanan
:
A Computational Study of Expressive Facial Dynamics in Children with Autism. IEEE Trans. Affect. Comput. 9(1): 14-20 (2018) - [j4]Krishna Somandepalli
, Naveen Kumar, Tanaya Guha, Shrikanth S. Narayanan
:
Unsupervised Discovery of Character Dictionaries in Animation Movies. IEEE Trans. Multim. 20(3): 539-551 (2018) - [c21]Anurendra Kumar, Tanaya Guha, Prasanta Ghosh:
A Dynamic Latent Variable Model for Source Separation. ICASSP 2018: 2871-2875 - [c20]Prakhar Kulshreshtha, Tanaya Guha:
An Online Algorithm for Constrained Face Clustering in Videos. ICIP 2018: 2670-2674 - [c19]Karttikeya Mangalam, Tanaya Guha:
Learning Spontaneity to Improve Emotion Recognition in Speech. INTERSPEECH 2018: 946-950 - [c18]Rahul Sharma
, Tanaya Guha, Gaurav Sharma:
Multichannel Attention Network for Analyzing Visual Behavior in Public Speaking. WACV 2018: 476-484 - 2017
- [c17]Atanu Samanta
, Tanaya Guha:
On the role of head motion in affective expression. ICASSP 2017: 2886-2890 - [c16]Shreyan Chowdhury
, Tanaya Guha, Rajesh M. Hegde:
Music Tempo Estimation Using Sub-Band Synchrony. INTERSPEECH 2017: 3093-3096 - [i4]Rahul Sharma, Tanaya Guha, Gaurav Sharma:
Multichannel Attention Network for Analyzing Visual Behavior in Public Speaking. CoRR abs/1707.06830 (2017) - [i3]Karttikeya Mangalam, Tanaya Guha:
Learning Spontaneity to Improve Emotion Recognition In Speech. CoRR abs/1712.04753 (2017) - 2016
- [c15]Adarsh Tadimari, Naveen Kumar, Tanaya Guha, Shrikanth S. Narayanan:
Opening big in box office? Trailer content can help. ICASSP 2016: 2777-2781 - [c14]Ankit Goyal, Naveen Kumar, Tanaya Guha, Shrikanth S. Narayanan:
A multimodal mixture-of-experts model for dynamic emotion prediction in movies. ICASSP 2016: 2822-2826 - [c13]Rahul Sharma
, Tanaya Guha:
A trajectory clustering approach to crowd flow segmentation in videos. ICIP 2016: 1200-1204 - [c12]Indra Kiran, Tanaya Guha, Gaurav Pandey:
Blind image quality assessment using subspace alignment. ICVGIP 2016: 91:1-91:6 - [c11]Naveen Kumar, Tanaya Guha, Che-Wei Huang, Colin Vaz, Shrikanth S. Narayanan:
Novel affective features for multiscale prediction of emotion in music. MMSP 2016: 1-5 - 2015
- [c10]Tanaya Guha, Zhaojun Yang, Anil Ramakrishna, Ruth B. Grossman, Darren Hedley
, Sungbok Lee, Shrikanth S. Narayanan:
On quantifying facial expression-related atypicality of children with Autism Spectrum Disorder. ICASSP 2015: 803-807 - [c9]Tanaya Guha, Naveen Kumar, Shrikanth S. Narayanan, Stacy L. Smith:
Computationally deconstructing movie narratives: An informatics approach. ICASSP 2015: 2264-2268 - [c8]Tanaya Guha, Che-Wei Huang, Naveen Kumar, Yan Zhu, Shrikanth S. Narayanan:
Gender Representation in Cinematic Content: A Multimodal Approach. ICMI 2015: 31-34 - 2014
- [j3]Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward:
Sparse representation-based image quality assessment. Signal Process. Image Commun. 29(10): 1138-1148 (2014) - [j2]Tanaya Guha, Rabab K. Ward:
Image Similarity Using Sparse Representation and Compression Distance. IEEE Trans. Multim. 16(4): 980-987 (2014) - [c7]Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward:
Learning sparse models for image quality assessment. ICASSP 2014: 151-155 - [c6]Naveen Kumar, Rahul Gupta, Tanaya Guha, Colin Vaz, Maarten Van Segbroeck, Jangwon Kim, Shrikanth S. Narayanan:
Affective Feature Design and Predicting Continuous Affective Dimensions from Music. MediaEval 2014 - [c5]Rahul Gupta, Nikolaos Malandrakis, Bo Xiao, Tanaya Guha, Maarten Van Segbroeck, Matthew Black, Alexandros Potamianos, Shrikanth S. Narayanan:
Multimodal Prediction of Affective Dimensions and Depression in Human-Computer Interactions. AVEC@MM 2014: 33-40 - 2013
- [c4]Tanaya Guha, Rabab K. Ward, Tyseer Aboulnasr:
Image similarity measurement from sparse reconstruction errors. ICASSP 2013: 1937-1941 - [i2]Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward:
Sparse Representation-based Image Quality Assessment. CoRR abs/1306.2727 (2013) - 2012
- [j1]Tanaya Guha, Rabab K. Ward:
Learning Sparse Representations for Human Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 34(8): 1576-1588 (2012) - [c3]Tanaya Guha, Rabab Kreidieh Ward:
A sparse reconstruction based algorithm for image and video classification. ICASSP 2012: 3601-3604 - [i1]Tanaya Guha, Rabab K. Ward:
On Image Similarity, Sparse Representation and Kolmogorov Complexity. CoRR abs/1206.2627 (2012) - 2011
- [c2]Tanaya Guha, Rabab K. Ward:
Action recognition by learnt class-specific overcomplete dictionaries. FG 2011: 143-148 - 2010
- [c1]Tanaya Guha, Rabab Kreidieh Ward:
Differential Radon Transform for gait recognition. ICASSP 2010: 834-837
Coauthor Index
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last updated on 2025-01-24 18:11 CET by the dblp team
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