Jayneel Parekh
6 papers
· 2021–2025
· 4 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(4)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
dictionary learning
(1)
representation learning
(1)
multimodal learning
(1)
interpretable machine learning
(1)
nonnegative matrix factorization
(1)
model interpretability
(1)
audio classification
(1)
language model
(1)
large multimodal model
(1)
interpretable model
(1)
feature visualization
(1)
post-hoc explanation
(1)
non-negative matrix factorization
(1)
representation shift
(1)
model steering
(1)
concept vector
(1)
neural network
(1)
multimodal concept
(1)
concept grounding
(1)
post-hoc interpretation
(1)
Papers
A Framework to Learn with Interpretation
NIPS 2021