Publications
This is a list of my publications in the last 5 years. For a full list please see Google Scholar.
2025
Self-supervised Random Mask Attention GAN in Tackling Pose-invariant Face Recognition
J Liao, T Guha and V Sanchez
Pattern Recognition, Vol 159, March 2025
Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics
S Madan, M Gahalawat, T Guha, R Goecke, R Subramanian
PLOS One, Vol 20(1):e0313883, January 2025
Interact with me: Joint Egocentric Forecasting of Intent to Interact, Attitude and Social Actions
T Bian, Y Ma, M Chollet, V Sanchez and T Guha
IEEE ICME 2025
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification
Y Ma, V Sanchez and T Guha
IEEE ICME 2025
Boosting Tiny Face Detection in Video with an Integral Score Framework
R Levya, S Guodong, O Bahadir, V Sanchez and T Guha
IEEE FG 2025
Active Listener: Continuous Generation of Listener's Head Motion Response in Dyadic Interactions
B Ghosh, E Li and T Guha
IEEE ICASSP 2025
2024
NAPE: Numbering As a Position Encoding in Graphs
O Ajayi, H Wen and T Guha
IEEE Access, vol 12, pp 166200-166210, November 2024
On the Effects of Obfuscating Speaker Attributes in Privacy-Aware Depression Detection
N Aloshban, A Esposito, A Vinciarelli and T Guha
Pattern Recognition Letters, Vol 186, pp 300-305, October 2024
Assessing Privacy Risks of Attribute Inference Attacks against Speech-based Depression Detection System
B Alsenani, A Esposito, A Vinciarelli and T Guha
ECAI 2024
Detecting In-car VR Motion Sickness from Lower Face Action Units
G Li, T Guha, O Onuoha, Z Qiu, A Grant, Z Feng, Z Zhang, K Pohlmann, M McGill, S Brewster and F Pollick
IEEE ISMAR 2024
WorkBench: A Benchmark Dataset for Agents in a Realistic Workplace Setting
O Styles, S Miller, P Cerda-Mardini, T Guha, V Sanchez and B Vidgen
COLM 2024
Is Distance a Modality? Multilabel Learning for Speech-Based Joint Prediction of Attributed Traits and Perceived Distances in 3D Audio Immersive Environment
E Fringi, N Alareef, L Picinalli, S Brewster, T Guha and A Vinciarelli
ACM ICMI 2024
2023
Explainable Depression Detection via Head Motion Patterns
M Gahalawat, R F Rojas, T Guha, R Subramanian and R Goecke
ACM ICMI 2023
Privacy Risks in Speech Emotion Recognition: A Systematic Study on Gender Inference Attack
B Alsenani, T Guha and A Vinciarelli
INTERSPEECH 2023
Heterogeneous Graph Learning for Acoustic Event Classification
A Shirian, M Ahmadian, K Somandepalli and T Guha
IEEE ICASSP 2023
Robust Multiview Multimodal Driver Monitoring System using Masked Multihead Self Attention
Y Ma, V Sanchez, S Nikan, D Upadhyay, B Atote and T Guha
IEEE/CVF CVPR Workshop 2023
2022
Multi-camera Trajectory Forecasting with Trajectory Tensors
O Styles, T Guha and V Sanchez
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 44(11), pp. 8482-8491, November 2022
Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data
A Shirian, K Somandepalli and T Guha
IEEE Journal of Selected Topics in Signal Processing, vol. 26(6), pp. 1391-1401, October 2022
Dynamic Emotion Modeling with Learnable Graphs and Graph Inception Network
A Shirian, S Tripathi and T Guha
IEEE Transactions on Multimedia (TMM), vol. 24, pp. 780-790, February 2022
Learning Long-Term Spatio-Temporal Graphs for Active Speaker Detection
K Min, S Roy, S Tripathi, T Guha and S Majumdar
ECCV 2022
FusionCount: Efficient Crowd Counting via Multiscale Feature Fusion
Y Ma, T Guha and V Sanchez
IEEE ICIP 2022
Self-supervised Frontalization and Rotation GAN with Random Swap for Pose-invariant Face Recognition
J Liao, T Guha and V Sanchez
IEEE ICIP 2022
Visually-aware Acoustic Event Detection using Heterogeneous Graphs
A Shirian, K Somandepalli, V Sanchez and T Guha
INTERSPEECH 2022
Graph-based Transform based on 3D Convolutional Neural Network for Intraprediction of Imaging Data
D Roy, T Guha and V Sanchez
IEEE DCC 2022
2021
Computational Media Intelligence: Human-centered Machine Analysis of Media
K Somandepalli, T Guha, V Martinez, N Kumar, H Adam and S S Narayanan
Proceedings of the IEEE (PIEEE), vol. 109(5), pp. 891 - 910, May 2021
Emotion Sensing from Head Motion Capture
A Samanta and T Guha
IEEE Sensors Journal, vol. 21(4), pp. 5035 - 5043, February 2021
In Defense of Scene Graphs for Image Captioning
K Nguyen, S Tripathi, B Du, T Guha and T Nguyen
IEEE/CVF ICCV 2021
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics
S Madan, M Gahalawat, T Guha and R Subramanian
ACM ICMI 2021
Towards Autism Screening through Emotion-guided Eye Gaze Response
S Ghosh and T Guha
IEEE EMBC 2021
Compact Graph Architecture for Speech Emotion Recognition
A Shirian and T Guha
IEEE ICASSP 2021
GBT based on Graph Neural Network for Predictive Transform Coding
D Roy, T Guha and V Sanchez
IEEE DCC 2021
2020 and Older
Please see Google Scholar