TG
Tanaya Guha
cs.CVcs.LGcs.MMeess.AScs.SDcs.HCcs.AIcs.ROcs.CLFacial Expression
On Valency
published · living versionsW_9z743xrc·v1 · currentpublished
VISTA: Vision-Language Integrated Semantic Triage Architecture for Online Face Clustering in Long Videos
with Jiashu Liao, Joanne Garde-Hansen, Sanjay Sharma
1 version
Preprints & journals
39 papers in the corpus · 2012–2026Depression markers in speech: An approach based on tract variables dynamics.42390167 · Altalhi, Sahar, Guha, Tanaya, Vinciarelli, Alessandro2026 · 1 citationThe Journal of the Acoustical Society of America. 2026;160(1):277-288
Teaching Robots to Interpret Social Interactions through Lexically-guided Dynamic Graph Learning2604.10895v4 · Tongfei Bian, Mathieu Chollet, Tanaya Guha2026 · 0 citationsarXiv
ContactRL: Safe Reinforcement Learning based Motion Planning for Contact based Human Robot Collaboration2512.03707v1 · Sundas Rafat Mulkana, Ronyu Yu, Tanaya Guha et al.2025 · 0 citationsarXiv
ZIP: Scalable Crowd Counting via Zero-Inflated Poisson Modeling2506.19955v3 · Yiming Ma, Victor Sanchez, Tanaya Guha2025 · 0 citationsarXiv
Analyzing Character Representation in Media Content using Multimodal Foundation Model: Effectiveness and Trust2506.14799v2 · Evdoxia Taka, Debadyuti Bhattacharya, Joanne Garde-Hansen et al.2025 · 0 citationsarXiv
Robust Understanding of Human-Robot Social Interactions through Multimodal Distillation2505.06278v2 · Tongfei Bian, Mathieu Chollet, Tanaya Guha2025 · 2 citationsarXiv
Explainable human-centered traits from head motion and facial expression dynamics.39823428 · Madan, Surbhi, Gahalawat, Monika, Guha, Tanaya et al.2025 · 5 citationsPloS one. 2025;20(1):e0313883
Interact with me: Joint Egocentric Forecasting of Intent to Interact, Attitude and Social Actions2412.16698v3 · Tongfei Bian, Yiming Ma, Mathieu Chollet et al.2024 · 0 citationsarXiv
Active Listener: Continuous Generation of Listener's Head Motion Response in Dyadic Interactions2409.20188v1 · Bishal Ghosh, Emma Li, Tanaya Guha2024 · 1 citationarXiv
WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting2405.00823v2 · Olly Styles, Sam Miller, Patricio Cerda-Mardini et al.2024 · 2 citationsarXiv
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification2403.09281v3 · Yiming Ma, Victor Sanchez, Tanaya Guha2024 · 15 citationsarXiv
Explainable Depression Detection via Head Motion Patterns2307.12241v1 · Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha et al.2023 · 12 citationsarXiv
Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention2304.06370v1 · Yiming Ma, Victor Sanchez, Soodeh Nikan et al.2023 · 15 citationsarXiv
Heterogeneous Graph Learning for Acoustic Event Classification2303.02665v2 · Amir Shirian, Mona Ahmadian, Krishna Somandepalli et al.2023 · 5 citationsarXiv
Real-Time Driver Monitoring Systems through Modality and View Analysis2210.09441v1 · Yiming Ma, Victor Sanchez, Soodeh Nikan et al.2022 · 6 citationsarXiv
Multi-Camera Trajectory Forecasting With Trajectory Tensors.34437059 · Styles, Olly, Guha, Tanaya, Sanchez, Victor2022 · 12 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(11):8482-8491
Visually-aware Acoustic Event Detection using Heterogeneous Graphs2207.07935v1 · Amir Shirian, Krishna Somandepalli, Victor Sanchez et al.2022 · 4 citationsarXiv
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection2207.07783v3 · Kyle Min, Sourya Roy, Subarna Tripathi et al.2022 · 46 citationsarXiv
FusionCount: Efficient Crowd Counting via Multiscale Feature Fusion2202.13660v1 · Yiming Ma, Victor Sanchez, Tanaya Guha2022 · 43 citationsarXiv
Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data2202.00097v2 · Amir Shirian, Krishna Somandepalli, Tanaya Guha2022 · 18 citationsarXiv
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics2112.08068v1 · Surbhi Madan, Monika Gahalawat, Tanaya Guha et al.2021 · 13 citationsarXiv
Learning Spatial-Temporal Graphs for Active Speaker Detection2112.01479v2 · Sourya Roy, Kyle Min, Subarna Tripathi et al.2021 · 0 citationsarXiv
In Defense of Scene Graphs for Image Captioning2102.04990v3 · Kien Nguyen, Subarna Tripathi, Bang Du et al.2021 · 0 citationsarXiv
Dynamic Emotion Modeling with Learnable Graphs and Graph Inception Network2008.02661v2 · A. Shirian, S. Tripathi, T. Guha2020 · 57 citations10.1109/TMM.2021.3059169
Compact Graph Architecture for Speech Emotion Recognition2008.02063v4 · A. Shirian, T. Guha2020 · 68 citationsarXiv
Dynamic Character Graph via Online Face Clustering for Movie Analysis2007.14913v1 · Prakhar Kulshreshtha, Tanaya Guha2020 · 5 citationsarXiv
Ensemble Network for Ranking Images Based on Visual Appeal2006.03898v1 · Sachin Singh, Victor Sanchez, Tanaya Guha2020 · 1 citationarXiv
Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras2005.00282v1 · Olly Styles, Tanaya Guha, Victor Sanchez et al.2020 · 23 citationsarXiv
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos1910.08732v1 · Kranti Kumar Parida, Neeraj Matiyali, Tanaya Guha et al.2019 · 49 citationsarXiv
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments1909.11944v2 · Olly Styles, Tanaya Guha, Victor Sanchez2019 · 43 citationsarXiv
Learning Affective Correspondence between Music and Image1904.00150v2 · Gaurav Verma, Eeshan Gunesh Dhekane, Tanaya Guha2019 · 30 citationsarXiv
Motion-Capture Patterns of Voluntarily Mimicked Dynamic Facial Expressions in Children and Adolescents With and Without ASD.30406914 · Zane, Emily, Yang, Zhaojun, Pozzan, Lucia et al.2019 · 29 citationsJournal of autism and developmental disorders. 2019;49(3):1062-1079
Learning Spontaneity to Improve Emotion Recognition In Speech1712.04753v3 · Karttikeya Mangalam, Tanaya Guha2017 · 2 citationsarXiv
Multichannel Attention Network for Analyzing Visual Behavior in Public Speaking1707.06830v1 · Rahul Sharma, Tanaya Guha, Gaurav Sharma2017 · 17 citationsarXiv
A Computational Study of Expressive Facial Dynamics in Children with Autism.29963280 · Guha, Tanaya, Yang, Zhaojun, Grossman, Ruth B et al.2026 · 86 citationsIEEE transactions on affective computing. 2018;9(1):14-20
On Quantifying Facial Expression-Related Atypicality of Children with Autism Spectrum Disorder.26705397 · Guha, Tanaya, Yang, Zhaojun, Ramakrishna, Anil et al.2020 · 48 citationsProceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing. ICASSP (Conference). 2015;2015:803-807
Sparse Representation-based Image Quality Assessment1306.2727v1 · Tanaya Guha, Ehsan Nezhadarya, Rabab K Ward2013 · 30 citationsarXiv
Learning sparse representations for human action recognition.22745001 · Guha, Tanaya, Ward, Rabab Kreidieh2012 · 350 citationsIEEE transactions on pattern analysis and machine intelligence. 2012;34(8):1576-88
Image Similarity Using Sparse Representation and Compression Distance1206.2627v2 · Tanaya Guha, Rabab K. Ward2012 · 54 citationsarXiv
Career total: 113 works. 39 are in this corpus.
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