Ayan Sengupta
9 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (29) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Core AI
(5)
Application Areas
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Learning Paradigms
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
transfer learning
(3)
pre-trained language model
(2)
knowledge distillation
(2)
representation learning
(1)
self-attention mechanism
(1)
binary classification
(1)
adversarial learning
(1)
model pruning
(1)
natural language processing
(1)
text classification
(1)
curriculum learning
(1)
multi-agent learning
(1)
machine translation
(1)
language modeling
(1)
policy learning
(1)
manifold learning
(1)
sequence modeling
(1)
distance preservation
(1)
lipschitz continuity
(1)
transformer architecture
(1)
Papers
On the Generalization vs Fidelity Paradox in Knowledge Distillation
ACL 2025
Position: Enough of Scaling LLMs! Lets Focus on Downscaling
ICML 2025
You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning
ICLR 2025
A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation
ICLR 2024
Manifold-Preserving Transformers are Effective for Short-Long Range Encoding
EMNLP 2023
Transfer Learning Based Adaptive Automated Negotiating Agent Framework
IJCAI 2022
Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling
EMNLP 2021
HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation
ACL 2021
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks
EMNLP 2020