Gautam Singh
14 papers · 2013–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (13)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(12)
🌈
Renaissance Researcher
(6)
🤝
Dynamic Duo
(12)
🌱
Topic Pioneer
🧬
Topic Evolution
🚀
Conference Pioneer
💎
Century Club
(14)
🗃️
Keyword Collector
(51)
🔥
Unstoppable
(8)
Conferences
NIPS (5)
ICLR (4)
ICML (3)
COLING (1)
CVPR (1)
Top co-authors
Keywords
object-centric learning
(3)
temporal modeling
(2)
neural process
(2)
semantic parsing
(2)
video understanding
(2)
slot attention
(2)
compositional learning
(1)
feature learning
(1)
sequence modeling
(1)
question answering
(1)
information extraction
(1)
scene parsing
(1)
image segmentation
(1)
attention mechanism
(1)
nearest neighbor
(1)
gaussian process
(1)
sequential monte carlo
(1)
belief state
(1)
partially observable markov decision process
(1)
image retrieval
(1)
Papers
Dreamweaver: Learning Compositional World Models from Pixels
ICLR 2025
Slot State Space Models
NIPS 2024
Parallelized Spatiotemporal Slot Binding for Videos
ICML 2024
Neural Systematic Binder
ICLR 2023
Object-Centric Slot Diffusion
NIPS 2023
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models
NIPS 2023
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
NIPS 2022
Illiterate DALL-E Learns to Compose
ICLR 2022
Structured World Belief for Reinforcement Learning in POMDP
ICML 2021
SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition
ICLR 2020
Robustifying Sequential Neural Processes
ICML 2020
Sequential Neural Processes
NIPS 2019
Semantic Parsing for Technical Support Questions
COLING 2018
Nonparametric Scene Parsing with Adaptive Feature Relevance and Semantic Context
CVPR 2013