Beomseok Kang

According to our database, Beomseok Kang authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Online Relational Inference for Evolving Multi-agent Interacting Systems.

Beomseok Kang, Priyabrata Saha, Sudarshan Sharma, Biswadeep Chakraborty, Saibal Mukhopadhyay

CoRR, 2024

Studying the Impact of Stochasticity on the Evaluation of Deep Neural Networks for Forest-Fire Prediction.

Harshit Kumar, Biswadeep Chakraborty, Beomseok Kang, Saibal Mukhopadhyay

CoRR, 2024

Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction.

Beomseok Kang, Harshit Kumar, Minah Lee, Biswadeep Chakraborty, Saibal Mukhopadhyay

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Structured Latent Space for Lightweight Prediction in Locally Interacting Discrete Dynamical Systems.

Beomseok Kang, Minah Lee, Harshit Kumar, Saibal Mukhopadhyay

Proceedings of the International Joint Conference on Neural Networks, 2024

Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN.

Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Forecasting Evolution of Clusters in Game Agents with Hebbian Learning.

Beomseok Kang, Saibal Mukhopadhyay

Proceedings of the International Joint Conference on Neural Networks, 2023

Unsupervised 3D Object Learning through Neuron Activity aware Plasticity.

Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Forecasting local behavior of multi-agent system and its application to forest fire model.

Beomseok Kang, Minah Lee, Harshit Kumar, Saibal Mukhopadhyay

CoRR, 2022

Forecasting Evolution of Clusters in StarCraft II with Hebbian Learning.

Beomseok Kang, Saibal Mukhopadhyay

CoRR, 2022

Unsupervised Hebbian Learning on Point Sets in StarCraft II.

Beomseok Kang, Harshit Kumar, Saurabh Dash, Saibal Mukhopadhyay

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Genetic Algorithm-Based Energy-Aware CNN Quantization for Processing-In-Memory Architecture.

Beomseok Kang, Anni Lu, Yun Long, Daehyun Kim, Shimeng Yu, Saibal Mukhopadhyay

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021