Sanchit Sinha
9 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI · Artificial Intelligence
(8)
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(3)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
vision-language model
(3)
contrastive learning
(2)
concept learning
(2)
neuro-symbolic reasoning
(2)
natural language processing
(1)
text classification
(1)
adversarial robustness
(1)
self-supervised learning
(1)
causal reasoning
(1)
attention mechanism
(1)
in-context learning
(1)
speech recognition
(1)
visual grounding
(1)
adversarial training
(1)
adversarial attack
(1)
model robustness
(1)
parameter-efficient learning
(1)
adversarial perturbation
(1)
foundation model
(1)
image retrieval
(1)
Papers
Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models
AAAI 2026
Retrieving Counterfactuals Improves Visual In-Context Learning
CVPR 2026
ASCENT-ViT: Attention-based Scale-aware Concept Learning Framework for Enhanced Alignment in Vision Transformers
IJCAI 2025
COCO-Tree: Compositional Hierarchical Concept Trees for Enhanced Reasoning in Vision-Language Models
EMNLP 2025
GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability
ICCV 2025
A Self-explaining Neural Architecture for Generalizable Concept Learning
IJCAI 2024
Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters
Interspeech 2023
Understanding and Enhancing Robustness of Concept-Based Models
AAAI 2023
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing
EMNLP 2021