Trisha Mittal
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Computer Vision
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Learning Types · Deep Learning
(3)
Interdisciplinary
(2)
Analysis · Computer Vision
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Processing
(2)
Social
(2)
Natural Language Processing
(1)
Speech & Audio
(1)
Analysis · Speech & Audio
(1)
Keywords
multimodal learning
(4)
emotion recognition
(3)
video understanding
(2)
depth estimation
(1)
granger causality
(1)
canonical correlation analysis
(1)
neural representation
(1)
synthetic data
(1)
sensor noise
(1)
video dataset
(1)
3d gaussian
(1)
gpu memory
(1)
graph convolutional network
(1)
social media
(1)
conditional variational autoencoder
(1)
cross-lingual analysis
(1)
semantic understanding
(1)
emotion prediction
(1)
multimodal emotion recognition
(1)
depth map
(1)
Papers
Gaussian Representations for Video
WACV 2026
3MASSIV: Multilingual, Multimodal and Multi-Aspect Dataset of Social Media Short Videos
CVPR 2022
Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality
CVPR 2021
EmotiCon: Context-Aware Multimodal Emotion Recognition Using Frege's Principle
CVPR 2020
M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues
AAAI 2020
STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits
AAAI 2020
Take an Emotion Walk: Perceiving Emotions from Gaits Using Hierarchical Attention Pooling and Affective Mapping
ECCV 2020