Ankur Taly
7 papers · 2017–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Academic Marathon (8) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
ICLR (2)
ACL (1)
ICML (1)
NAACL (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
deep learning
(2)
representation learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
probabilistic modeling
(1)
visual question answering
(1)
feature attribution
(1)
computational efficiency
(1)
sensitivity analysis
(1)
local explanation
(1)
influence function
(1)
adversarial example
(1)
training datum
(1)
integrated gradient
(1)
word embedding
(1)
attribution method
(1)
explainable artificial intelligence
(1)
neural network
(1)
data influence
(1)
incremental fine-tuning
(1)
Papers
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
ICLR 2025
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems
ICLR 2025
An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning
NAACL 2025
First is Better Than Last for Language Data Influence
NIPS 2022
Local explanations via necessity and sufficiency: unifying theory and practice
UAI 2021
Did the Model Understand the Question?
ACL 2018
Axiomatic Attribution for Deep Networks
ICML 2017