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Gautam Singh
Gautam Singh
ML Postdoctoral Researcher @ Lawrence Livermore National Lab
Verified email at llnl.gov - Homepage
Title
Cited by
Cited by
Year
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition
Z Lin, YF Wu, SV Peri, W Sun, G Singh, F Deng, J Jiang, S Ahn
International Conference on Learning Representations 2020 (ICLR'20), 2020
2642020
Illiterate DALL-E Learns to Compose
G Singh, F Deng, S Ahn
International Conference on Learning Representations 2022 (ICLR'22), 2022
1532022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
G Singh, YF Wu, S Ahn
Advances in Neural Information Processing Systems 2022 (NeurIPS'22), 2022
1292022
Sequential Neural Processes
G Singh, J Yoon, Y Son, S Ahn
Advances in Neural Information Processing Systems 2019 (NeurIPS'19), 2019
922019
Object-Centric Slot Diffusion
J Jiang, F Deng, G Singh, S Ahn
Advances in Neural Information Processing Systems 2023 (NeurIPS'23), 2023
642023
Neural Systematic Binder
G Singh, Y Kim, S Ahn
International Conference on Learning Representations 2023 (ICLR'23), 2023
532023
Structured World Belief for Reinforcement Learning in POMDP
G Singh, S Peri, J Kim, H Kim, S Ahn
International Conference on Machine Learning 2021 (ICML'21), 2021
362021
A subtractive clustering scheme for text-independent online writer identification
G Singh, S Sundaram
2015 13th International Conference on Document Analysis and Recognition …, 2015
322015
Robustifying Sequential Neural Processes
J Yoon, G Singh, S Ahn
International Conference on Machine Learning 2020 (ICML'20), 2020
292020
Semantic Parsing for Technical Support Questions
A Gupta, A Ray, G Dasgupta, G Singh, P Aggarwal, P Mohapatra
COLING 2018, 2018
112018
Slot State Space Models
J Jiang, F Deng, G Singh, M Lee, S Ahn
Advances in Neural Information Processing Systems 2024 (NeurIPS'24), 2024
42024
Neev: A Cognitive Support Agent for Content Improvement in Hardware Tickets
N Madaan, G Singh, A Kumar, GB Dasgupta
2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM …, 2017
32017
Parallelized Spatiotemporal Binding
G Singh, Y Wang, J Yang, B Ivanovic, S Ahn, M Pavone, T Che
International Conference on Machine Learning 2024 (ICML'24), 2024
22024
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models
Y Kim, G Singh, J Park, C Gulcehre, S Ahn
Advances in Neural Information Processing Systems 2023 (NeurIPS'23), 2023
22023
Dreamweaver: Learning Compositional World Representations from Pixels
J Baek, YF Wu, G Singh, S Ahn
International Conference on Learning Representations 2025 (ICLR'25), 2025
2025
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