Abhronil Sengupta
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Deep Learning
(3)
Architectures
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
spiking neural network
(3)
neuromorphic computing
(2)
knowledge distillation
(1)
natural language inference
(1)
sequence classification
(1)
implicit differentiation
(1)
state space model
(1)
hopfield network
(1)
recurrent neural network
(1)
language model
(1)
surrogate gradient
(1)
equilibrium propagation
(1)
long-range dependency
(1)
hardware fault tolerance
(1)
spiking attention
(1)
bio-inspired computing
(1)
bio-fidelity model
(1)
unsupervised learning
(1)
probabilistic spike generation
(1)
sequence modeling
(1)
Papers
P-SPIKESSM: HARNESSING PROBABILISTIC SPIKING STATE SPACE MODELS FOR LONG-RANGE DEPENDENCY TASKS
ICLR 2025
SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation
AAAI 2024
Astromorphic Self-Repair of Neuromorphic Hardware Systems
AAAI 2023
Sequence Learning Using Equilibrium Propagation
IJCAI 2023