Arnav Chavan
6 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (16)
β
The Questioner
Conferences
ACL (2)
CVPR (2)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
model compression
(5)
knowledge distillation
(2)
neural network pruning
(2)
few-shot learning
(1)
neural architecture search
(1)
neural network optimization
(1)
efficient computing
(1)
low-rank approximation
(1)
kernel selection
(1)
language model
(1)
inference efficiency
(1)
weight decomposition
(1)
commonsense reasoning
(1)
system-level optimization
(1)
feature space decomposition
(1)
parameter pruning
(1)
bias measurement
(1)
large language model
(1)
transformer architecture
(1)
vision transformer
(1)
Papers
Surgical Feature-Space Decomposition of LLMs: Why, When and How?
ACL 2024
Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward
IJCAI 2024
A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models
ACL 2023
Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space
CVPR 2022
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning
CVPR 2022
ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations
ICLR 2021