Siddhant Agarwal
9 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Grand Slam
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Renaissance Researcher
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Research topics
Artificial Intelligence
(7)
Core AI
(7)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Learning Types
(3)
Reinforcement Learning
(2)
Applications Β· Natural Language Processing
(2)
Methods
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications Β· Reinforcement Learning
(1)
Clinical
(1)
Keywords
large language model
(3)
multimodal learning
(2)
meme analysis
(2)
social media analysis
(2)
goal-conditioned reinforcement learning
(2)
semantic role labeling
(1)
visual question answering
(1)
robotic manipulation
(1)
text summarization
(1)
multimodal classification
(1)
egocentric vision
(1)
visual reasoning
(1)
object detection
(1)
mental health detection
(1)
adversarial attack
(1)
text generation
(1)
knowledge graph
(1)
entropy regularization
(1)
natural language generation
(1)
policy gradient
(1)
Papers
MAMA-Memeia! Multi-Aspect Multi-Agent Collaboration for Depressive Symptoms Identification in Memes
AAAI 2026
Clink! Chop! Thud! - Learning Object Sounds from Real-World Interactions
ICCV 2025
Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning
ICLR 2025
Overview of the PerAnsSumm 2025 Shared Task on Perspective-aware Healthcare Answer Summarization
NAACL 2025
Proto Successor Measure: Representing the Behavior Space of an RL Agent
ICML 2025
MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing
ACL 2024
f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences
NeurIPS 2023
What Do You MEME? Generating Explanations for Visual Semantic Role Labelling in Memes
AAAI 2023
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
ICLR 2021