Tanaya Guha

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 69

Top Topics

Quality Assessment

Transform Coding

Emotion Recognition

Top Venues

Publications

Yiming Ma, Victor Sanchez, Tanaya Guha
CLIP-EBC: CLIP Can Count Accurately through Enhanced Blockwise Classification. CoRR (2024)
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 (2024)
Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke
Explainable Depression Detection via Head Motion Patterns. ICMI (2023)
Surbhi Madan, Monika Gahalawat, Tanaya Guha, Roland Goecke, Ramanathan Subramanian
Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics. CoRR (2023)
Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke
Explainable Depression Detection via Head Motion Patterns. CoRR (2023)
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 (2023)
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)
Basmah Alsenani, Tanaya Guha, Alessandro Vinciarelli
Privacy Risks in Speech Emotion Recognition: A Systematic Study on Gender Inference Attack. INTERSPEECH (2023)
Amir Shirian, Mona Ahmadian, Krishna Somandepalli, Tanaya Guha
Heterogeneous Graph Learning for Acoustic Event Classification. CoRR (2023)
Amir Shirian, Mona Ahmadian, Krishna Somandepalli, Tanaya Guha
Heterogeneous Graph Learning for Acoustic Event Classification. ICASSP (2023)
Yiming Ma, Victor Sanchez, Tanaya Guha
Fusioncount: Efficient Crowd Counting Via Multiscale Feature Fusion. ICIP (2022)
Amir Shirian, Subarna Tripathi, Tanaya Guha
Dynamic Emotion Modeling With Learnable Graphs and Graph Inception Network. IEEE Trans. Multim. 24 (2022)
Amir Shirian, Krishna Somandepalli, Tanaya Guha
Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data. CoRR (2022)
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) (2022)
Amir Shirian, Krishna Somandepalli, Victor Sanchez, Tanaya Guha
Visually-aware Acoustic Event Detection using Heterogeneous Graphs. CoRR (2022)
Yiming Ma, Victor Sanchez, Tanaya Guha
FusionCount: Efficient Crowd Counting via Multiscale Feature Fusion. CoRR (2022)
Olly Styles, Tanaya Guha, Victor Sanchez
Multi-Camera Trajectory Forecasting With Trajectory Tensors. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Kyle Min, Sourya Roy, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection. ECCV (35) (2022)
Debaleena Roy, Tanaya Guha, Victor Sanchez
Graph-based Transform based on 3D Convolutional Neural Network for Intra-Prediction of Imaging Data. DCC (2022)
Amir Shirian, Krishna Somandepalli, Victor Sanchez, Tanaya Guha
Visually-aware Acoustic Event Detection using Heterogeneous Graphs. INTERSPEECH (2022)
Jiashu Liao, Victor Sanchez, Tanaya Guha
Self-Supervised Frontalization and Rotation Gan with Random Swap for Pose-Invariant Face Recognition. ICIP (2022)
Yiming Ma, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha
Real-Time Driver Monitoring Systems through Modality and View Analysis. CoRR (2022)
Kyle Min, Sourya Roy, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection. CoRR (2022)
Sourya Roy, Kyle Min, Subarna Tripathi, Tanaya Guha, Somdeb Majumdar
Learning Spatial-Temporal Graphs for Active Speaker Detection. CoRR (2021)
Subarna Tripathi, Kien Nguyen, Tanaya Guha, Bang Du, Truong Q. Nguyen
SG2Caps: Revisiting Scene Graphs for Image Captioning. CoRR (2021)
Kien Nguyen, Subarna Tripathi, Bang Du, Tanaya Guha, Truong Q. Nguyen
In Defense of Scene Graphs for Image Captioning. ICCV (2021)
Amir Shirian, Tanaya Guha
Compact Graph Architecture for Speech Emotion Recognition. ICASSP (2021)
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) (2021)
Surbhi Madan, Monika Gahalawat, Tanaya Guha, Ramanathan Subramanian
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics. ICMI (2021)
Surbhi Madan, Monika Gahalawat, Tanaya Guha, Ramanathan Subramanian
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics. CoRR (2021)
Debaleena Roy, Tanaya Guha, Victor Sanchez
Graph-Based Transform Based on Neural Networks for Intra-Prediction of Imaging Data. MLSP (2021)
Surjya Ghosh, Tanaya Guha
Towards Autism Screening through Emotion-guided Eye Gaze Response. EMBC (2021)
Olly Styles, Tanaya Guha, Victor Sanchez
Multi-Camera Trajectory Forecasting with Trajectory Tensors. CoRR (2021)
Debaleena Roy, Tanaya Guha, Victor Sanchez
Graph Based Transforms based on Graph Neural Networks for Predictive Transform Coding. DCC (2021)
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)
Olly Styles, Tanaya Guha, Victor Sanchez, Alex C. Kot
Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras. CVPR Workshops (2020)
Olly Styles, Tanaya Guha, Victor Sanchez
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments. WACV (2020)
Prakhar Kulshreshtha, Tanaya Guha
Dynamic Character Graph via Online Face Clustering for Movie Analysis. CoRR (2020)
Jiashu Liao, Alex C. Kot, Tanaya Guha, Victor Sanchez
Attention Selective Network For Face Synthesis And Pose-Invariant Face Recognition. ICIP (2020)
Sachin Singh, Victor Sanchez, Tanaya Guha
Ensemble Network for Ranking Images Based on Visual Appeal. CoRR (2020)
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)
Prakhar Kulshreshtha, Tanaya Guha
Dynamic character graph via online face clustering for movie analysis. Multim. Tools Appl. 79 (43-44) (2020)
Sachin Singh, Victor Sanchez, Tanaya Guha
Ensemble Network For Ranking Images Based On Visual Appeal. ICASSP (2020)
Olly Styles, Tanaya Guha, Victor Sanchez, Alex C. Kot
Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras. CoRR (2020)
Amir Shirian, Subarna Tripathi, Tanaya Guha
Learnable Graph Inception Network for Emotion Recognition. CoRR (2020)
Amir Shirian, Tanaya Guha
Compact Graph Architecture for Speech Emotion Recognition. CoRR (2020)
Vishwash Batra, Aparajita Haldar, Yulan He, Hakan Ferhatosmanoglu, George Vogiatzis, Tanaya Guha
Variational Recurrent Sequence-to-Sequence Retrieval for Stepwise Illustration. ECIR (1) (2020)
Kranti Kumar Parida, Neeraj Matiyali, Tanaya Guha, Gaurav Sharma
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos. CoRR (2019)
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) (2019)
Gaurav Verma, Eeshan Gunesh Dhekane, Tanaya Guha
Learning Affective Correspondence between Music and Image. CoRR (2019)
Gaurav Verma, Eeshan Gunesh Dhekane, Tanaya Guha
Learning Affective Correspondence between Music and Image. ICASSP (2019)
Zeeshan Akhtar, Tanaya Guha
Computational Analysis of Gaze Behavior in Autism During Interaction with Virtual Agents. ICASSP (2019)
Olly Styles, Tanaya Guha, Victor Sanchez
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments. CoRR (2019)
Debaleena Roy, Tanaya Guha, Victor Sanchez
Graph-Based Transform with Weighted Self-Loops for Predictive Transform Coding Based on Template Matching. DCC (2019)
Karttikeya Mangalam, Tanaya Guha
Learning Spontaneity to Improve Emotion Recognition in Speech. INTERSPEECH (2018)
Rahul Sharma, Tanaya Guha, Gaurav Sharma
Multichannel Attention Network for Analyzing Visual Behavior in Public Speaking. WACV (2018)
Krishna Somandepalli, Naveen Kumar, Tanaya Guha, Shrikanth S. Narayanan
Unsupervised Discovery of Character Dictionaries in Animation Movies. IEEE Trans. Multim. 20 (3) (2018)
Prakhar Kulshreshtha, Tanaya Guha
An Online Algorithm for Constrained Face Clustering in Videos. ICIP (2018)
Anurendra Kumar, Tanaya Guha, Prasanta Ghosh
A Dynamic Latent Variable Model for Source Separation. ICASSP (2018)
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) (2018)
Shreyan Chowdhury, Tanaya Guha, Rajesh M. Hegde
Music Tempo Estimation Using Sub-Band Synchrony. INTERSPEECH (2017)
Atanu Samanta, Tanaya Guha
On the role of head motion in affective expression. ICASSP (2017)
Karttikeya Mangalam, Tanaya Guha
Learning Spontaneity to Improve Emotion Recognition In Speech. CoRR (2017)
Rahul Sharma, Tanaya Guha, Gaurav Sharma
Multichannel Attention Network for Analyzing Visual Behavior in Public Speaking. CoRR (2017)
Rahul Sharma, Tanaya Guha
A trajectory clustering approach to crowd flow segmentation in videos. ICIP (2016)
Indra Kiran, Tanaya Guha, Gaurav Pandey
Blind image quality assessment using subspace alignment. ICVGIP (2016)
Naveen Kumar, Tanaya Guha, Che-Wei Huang, Colin Vaz, Shrikanth S. Narayanan
Novel affective features for multiscale prediction of emotion in music. MMSP (2016)
Adarsh Tadimari, Naveen Kumar, Tanaya Guha, Shrikanth S. Narayanan
Opening big in box office? Trailer content can help. ICASSP (2016)
Ankit Goyal, Naveen Kumar, Tanaya Guha, Shrikanth S. Narayanan
A multimodal mixture-of-experts model for dynamic emotion prediction in movies. ICASSP (2016)
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)
Tanaya Guha, Naveen Kumar, Shrikanth S. Narayanan, Stacy L. Smith
Computationally deconstructing movie narratives: An informatics approach. ICASSP (2015)
Tanaya Guha, Che-Wei Huang, Naveen Kumar, Yan Zhu, Shrikanth S. Narayanan
Gender Representation in Cinematic Content: A Multimodal Approach. ICMI (2015)
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)
Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward
Sparse representation-based image quality assessment. Signal Process. Image Commun. 29 (10) (2014)
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)
Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward
Learning sparse models for image quality assessment. ICASSP (2014)
Tanaya Guha, Rabab K. Ward
Image Similarity Using Sparse Representation and Compression Distance. IEEE Trans. Multim. 16 (4) (2014)
Tanaya Guha, Ehsan Nezhadarya, Rabab K. Ward
Sparse Representation-based Image Quality Assessment. CoRR (2013)
Tanaya Guha, Rabab K. Ward, Tyseer Aboulnasr
Image similarity measurement from sparse reconstruction errors. ICASSP (2013)
Tanaya Guha, Rabab K. Ward
Learning Sparse Representations for Human Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 34 (8) (2012)
Tanaya Guha, Rabab Kreidieh Ward
A sparse reconstruction based algorithm for image and video classification. ICASSP (2012)
Tanaya Guha, Rabab K. Ward
On Image Similarity, Sparse Representation and Kolmogorov Complexity CoRR (2012)
Tanaya Guha, Rabab K. Ward
Action recognition by learnt class-specific overcomplete dictionaries. FG (2011)
Tanaya Guha, Rabab Kreidieh Ward
Differential Radon Transform for gait recognition. ICASSP (2010)