Biswadeep Chakraborty
9 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (15) ❓ The Questioner
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Prolific Year
(5)
Conferences
ICLR (4)
L4DC (2)
CORL (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
attention mechanism
(2)
multi-agent system
(2)
generative model
(1)
state transition
(1)
dynamical system
(1)
recurrent neural network
(1)
relational inference
(1)
interaction graph
(1)
permutation invariance
(1)
spatiotemporal graph
(1)
graph neural network
(1)
cellular automaton
(1)
neural relational inference
(1)
stochastic manifold
(1)
online learning
(1)
hidden agent
(1)
trajectory prediction
(1)
Papers
Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint
ICLR 2025
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks
ICML 2025
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN
ICLR 2024
STEMFold: Stochastic temporal manifold for multi-agent interactions in the presence of hidden agents
L4DC 2024
RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator
CORL 2024
Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction
L4DC 2024
Online Relational Inference for Evolving Multi-agent Interacting Systems
NIPS 2024
Unsupervised 3D Object Learning through Neuron Activity aware Plasticity
ICLR 2023
Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles
ICLR 2023