Nikhil Parthasarathy
6 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (8) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
CVPR (1)
ICCV (1)
Top co-authors
Keywords
contrastive learning
(2)
representation learning
(2)
self-supervised learning
(2)
depth estimation
(2)
vision transformer
(1)
scene understanding
(1)
knowledge distillation
(1)
in-context learning
(1)
multimodal learning
(1)
natural images
(1)
nearest neighbor retrieval
(1)
neural signal
(1)
vision-language model
(1)
layer freezing
(1)
model approximation
(1)
vision encoder
(1)
masked autoencoder
(1)
zero-shot classification
(1)
progressive training
(1)
data curation
(1)
Papers
Active Data Curation Effectively Distills Large-Scale Multimodal Models
CVPR 2025
LayerLock: Non-collapsing Representation Learning with Progressive Freezing
ICCV 2025
Data curation via joint example selection further accelerates multimodal learning
NIPS 2024
Towards In-context Scene Understanding
NIPS 2023
Self-supervised video pretraining yields robust and more human-aligned visual representations
NIPS 2023
Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons
NIPS 2017