Sanket Vaibhav Mehta
11 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (31)
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Mega-Team Β· Squad
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Keyword Collector
(57)
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Trend Setter
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(8)
Artificial Intelligence
(7)
Learning Types Β· Machine Learning
(6)
Natural Language Processing
(5)
Core AI
(5)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(3)
Optimization & Theory Β· Machine Learning
(3)
Architectures
(2)
Generation
(2)
Optimization & Theory Β· Deep Learning
(2)
Understanding
(2)
Application Areas
(1)
Core Methods
(1)
Keywords
neural network optimization
(3)
catastrophic forgetting
(2)
model compression
(2)
semantic role labeling
(2)
continual learning
(2)
knowledge distillation
(2)
lifelong learning
(2)
semi-supervised learning
(1)
sample efficiency
(1)
model quantization
(1)
structured prediction
(1)
syntactic parsing
(1)
document retrieval
(1)
compositional generalization
(1)
transfer learning
(1)
efficient computing
(1)
loss landscape
(1)
sharpness-aware minimization
(1)
few-shot learning
(1)
multi-task learning
(1)
Papers
BIG-Bench Extra Hard
ACL 2025
An Empirical Investigation of the Role of Pre-training in Lifelong Learning
JMLR 2023
DSI++: Updating Transformer Memory with New Documents
EMNLP 2023
Making Scalable Meta Learning Practical
NeurIPS 2023
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
ICLR 2022
Improving Compositional Generalization with Self-Training for Data-to-Text Generation
ACL 2022
Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models
EMNLP 2022
Efficient Meta Lifelong-Learning with Limited Memory
EMNLP 2020
Gradient-Based Inference for Networks with Output Constraints
AAAI 2019
Learning Rhyming Constraints using Structured Adversaries
EMNLP 2019
Towards Semi-Supervised Learning for Deep Semantic Role Labeling
EMNLP 2018