Manjesh Kumar Hanawal
9 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
🏆
Keyword Champion
(5)
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(5)
Application Areas
(5)
Artificial Intelligence
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Computer Vision
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Keywords
early exit
(5)
model compression
(3)
vision-language model
(2)
multi-armed bandit
(2)
knowledge distillation
(2)
regret bound
(2)
inference acceleration
(2)
model robustness
(1)
text classification
(1)
adversarial adaptation
(1)
unsupervised domain adaptation
(1)
adversarial training
(1)
efficient inference
(1)
weak supervision
(1)
rule-based learning
(1)
image captioning
(1)
imitation learning
(1)
label aggregation
(1)
upper confidence bound
(1)
variance reduction
(1)
Papers
BEEM: Boosting Performance of Early Exit DNNs using Multi-Exit Classifiers as Experts
ICLR 2025
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference
IJCNLP 2025
FREE: Fast and Robust Vision Language Models with Early Exits
ACL 2025
CapEEN: Image Captioning with Early Exits and Knowledge Distillation
EMNLP 2024
CeeBERT: Cross-Domain Inference in Early Exit BERT
ACL 2024
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs
EMNLP 2024
FAIR: Filtering of Automatically Induced Rules
EACL 2024
Stochastic Multi-Armed Bandits with Control Variates
NeurIPS 2021
Online Algorithm for Unsupervised Sequential Selection with Contextual Information
NeurIPS 2020