A Robust PPG Foundation Model Using Multimodal Physiological Supervision

Paper

E Geenjaar, V Calhoun, S Daly, G KV, L Lu, Trisha Mittal, DP Darcy

ICML 2026

Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets?

Paper

Trisha Mittal*, Akshay Mehra*, Joshua Kimball

NeurIPS 2026

Gaussian Representations for Video

Paper

S Shah, A Choudhury, GM Su, Jaclyn Pytlarz, CA Metzler, Trisha Mittal

WACV 2026

MCAD: Multimodal Context-Aware Audio Description Generation for Soccer

Paper

L Chaudhary, Trisha Mittal, Subhadra Gopalakrishnan, I Nwogu, Jaclyn Pytlarz

ISM 2025

Analysis of Human Perception in Distinguishing Real and AI-Generated Faces: An Eye-Tracking Based Study

Paper

Jin Huang, Subhadra Gopalakrishnan, Trisha Mittal, Jake Zuena, Jaclyn Pytlarz

The 19th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2025)

Model-agnostic Coreset Selection via LLM-based Concept Bottlenecks

Paper

Akshay Mehra*, Trisha Mittal*, Subhadra Gopalakrishnan, Joshua Kimball

Arxiv
CVPR 2025 Workshop on Visual Concepts

Towards Determining Perceived Human Intent for Multimodal Social Media Posts using The Theory of Reasoned Action

Paper

Trisha Mittal, Sanjoy Chowdhury, Pooja Guhan, Snikitha Chelluri, Dinesh Manocha

Nature Scientific Reports 2024

S2MGen: A Synthetic Skin Mask Generator for Improving Segmentation

Paper

Subhadra Gopalakrishnan, Trisha Mittal, Jaclyn Pytlarz, Yuheng Zhao

Synthetic Data for Computer Vision Workshop@ CVPR 2024
ISM 2024 (Oral)

Video Manipulations Beyond Faces: A Dataset with Human-Machine Analysis

Paper

Trisha Mittal, Uttaran Bhattacharya, Rohan Chandra, Aniket Bera, Dinesh Manocha

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2023

3MASSIV: Multilingual, Multimodal and Multi-Aspect dataset of Social Media Short Videos

Paper

Trisha Mittal, Uttaran Bhattacharya, Rohan Chandra, Aniket Bera, Dinesh Manocha

AAAI 2023

Naturalistic Head Motion Generation from Speech

Paper

Trisha Mittal, Zakaria Aldeneh, Masha Fedzechkina, Anurag Ranjan, Barry-John Theobald

ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing

BOhance: Bayesian Optimization for Content Enhancement

Paper

Trisha Mittal, Avinash Paliwal, Divyanshu Aggarwal, Sumit Shekhar

ACM Multimedia 2022

Emotion's Don't Lie: A DeepFake Detection Method using Audio-Visual Affective Cues

Paper

Trisha Mittal, Uttaran Bhattacharya, Rohan Chandra, Aniket Bera, Dinesh Manocha

AAAI 2021

Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality

Paper

Trisha Mittal, Uttaran Bhattacharya, Rohan Chandra, Aniket Bera, Dinesh Manocha

CVPR 2021

Multimodal and Context-Aware Emotion Perception Model with Multiplicative Fusion

Paper

Trisha Mittal, Aniket Bera, Dinesh Manocha

IEEE Multimedia 2021

M3ER: Multiplicative Multimodal Emotion Recognition Using Facial, Textual, and Speech Cues

Paper

Trisha Mittal, Uttaran Bhattacharya, Rohan Chandra, Aniket Bera, Dinesh Manocha

AAAI 2020

STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits

Paper

Uttaran Bhattacharya, Trisha Mittal, Rohan Chandra, Tanmay Randhavane, Aniket Bera, Dinesh Manocha

AAAI 2020

EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle

Paper

Trisha Mittal, Pooja Guhan, Uttaran Bhattacharya, Rohan Chandra, Aniket Bera, Dinesh Manocha

CVPR 2020

Take an Emotion Walk: Perceiving Emotions from Gaits Using Hierarchical Attention Pooling and Affective Mapping

Paper

Uttaran Bhattacharya, Christian Roncal, Trisha Mittal, Rohan Chandra, Kyra Kapsaskis, Kurt Gray, Aniket Bera, Dinesh Manocha

European Conference on Computer Vision (ECCV) 2020

Generating Emotive Gaits for Virtual Agents Using Affect-Based Autoregression

Paper

Uttaran Bhattacharya, Nicholas Rewkowski, Pooja Guhan, Niall L Williams, Trisha Mittal, Aniket Bera, Dinesh Manocha

IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2020

CMetric: A Driving Behavior Measure using Centrality Functions

Paper

Rohan Chandra, Uttaran Bhattacharya, Trisha Mittal, Aniket Bera, Dinesh Manocha

IROS 2020

Forecasting Trajectory and Behavior of Road-Agents Using Spectral Clustering in Graph-LSTMs

Paper

Rohan Chandra, Tianrui Guan, Srujan Panuganti, Trisha Mittal, Uttaran Bhattacharya, Aniket Bera, Dinesh Manocha

RAL/IROS 2020

Pictionary-style Word Guessing on Hand-drawn Object Sketches: Dataset, Analysis and Deep Network Models

Paper

Ravi Kiran Sarvadevabhatla, Shiv Surya, Trisha Mittal, R. Venkatesh Babu

AAAI 2018

Assisted Inverse Reinforcement Learning

Paper

P. Kamalaruban, R. Devidze, T. Yeo, Trisha Mittal, V. Cevher, A. Singla

NeurIPS 2018 Workshop on Learning by Instruction

GraphRQI: Classifying Driver Behaviors Using Graph Spectrums

Paper

Rohan Chandra, Uttaran Bhattacharya, Trisha Mittal, Xiaoyu Li, Aniket Bera, Dinesh Manocha

AAAI 2016

A Logo-Based Approach for Recognising Multiple Products on a Shelf

Paper

Trisha Mittal, B. Laasya, J. Dinesh Babu

SAI Intellisys 2016 (Oral)