Aditya Chattopadhyay
9 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Triple Crown
Conferences
ICLR (3)
ICML (2)
NIPS (2)
ICCV (1)
WACV (1)
Top co-authors
Research topics
Keywords
information pursuit
(2)
sparse coding
(2)
orthogonal matching pursuit
(1)
conditional generation
(1)
explainable ai
(1)
neural network interpretability
(1)
feature attribution
(1)
model alignment
(1)
mutual information
(1)
causal effect
(1)
structured prior
(1)
variational autoencoder
(1)
vision-language model
(1)
interpretable classifier
(1)
structural causal model
(1)
3d scene generation
(1)
causal attribution
(1)
sparse dictionary learning
(1)
interpretable query
(1)
graph neural network
(1)
Papers
InCoDe: Interpretable Compressed Descriptions For Image Generation
ICLR 2025
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit
ICCV 2025
Performance Bounds for Active Binary Testing with Information Maximization
ICML 2024
PaCE: Parsimonious Concept Engineering for Large Language Models
NIPS 2024
Bootstrapping Variational Information Pursuit with Large Language and Vision Models for Interpretable Image Classification
ICLR 2024
Learning Graph Variational Autoencoders With Constraints and Structured Priors for Conditional Indoor 3D Scene Generation
WACV 2023
Variational Information Pursuit for Interpretable Predictions
ICLR 2023
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI
NIPS 2023
Neural Network Attributions: A Causal Perspective
ICML 2019