Chanakya Ekbote
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π
Conference Polyglot
(3)
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Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
Conferences
NIPS (2)
ACL (1)
ICML (1)
Top co-authors
Keywords
unsupervised learning
(1)
contrastive learning
(1)
embedding learning
(1)
multimodal learning
(1)
graph representation
(1)
model pruning
(1)
markov chain
(1)
learning dynamics
(1)
next-token prediction
(1)
multimodal large language model
(1)
weight pruning
(1)
token pruning
(1)
parameter efficiency
(1)
parameter initialization
(1)
global minimum
(1)
node representation
(1)
node representation learning
(1)
local minimum
(1)
transformer model
(1)
graph neural network
(1)
Papers
TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models
ACL 2025
Understanding the Emergence of Multimodal Representation Alignment
ICML 2025
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
NIPS 2024
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations
NIPS 2023