Thomas Kipf

24 papers · 2018–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (38) 🤝 Dynamic Duo (10) 👥 Mega-Team (42) 👑 Triple Crown 🧬 Topic Evolution ⚡ Prolific Year (7) 💎 Century Club (24) 🗃️ Keyword Collector (80)

Conferences

ICLR (7) ICML (7) NIPS (5) CVPR (2) CORL (1) ECCV (1) ICCV (1)

Top co-authors

Sjoerd van Steenkiste (10) Mehdi S. M. Sajjadi (9) Aravindh Mahendran (8) Klaus Greff (8) Alexey Dosovitskiy (4) Yulia Rubanova (4) Mario Lucic (4) Etienne Pot (3) Austin Stone (3) Matthias Minderer (3)

Keywords

self-supervised learning (4) slot attention (4) novel view synthesis (3) unsupervised learning (3) object-centric learning (3) 3d reconstruction (2) video understanding (2) zero-shot learning (1) contrastive learning (1) transformer architecture (1) scene understanding (1) video segmentation (1) pose estimation (1) attention mechanism (1) object localization (1) robotic manipulation (1) test-time adaptation (1) image generation (1) depth estimation (1) data annotation (1)

Papers

Interaction Asymmetry: A General Principle for Learning Composable Abstractions ICLR 2025

Direct Motion Models for Assessing Generated Videos ICML 2025

DORSal: Diffusion for Object-centric Representations of Scenes $\textit{et al.}$ ICLR 2024

DyST: Towards Dynamic Neural Scene Representations on Real-World Videos ICLR 2024

Moving Off-the-Grid: Scene-Grounded Video Representations NIPS 2024

Learning 3D Particle-based Simulators from RGB-D Videos ICLR 2024

SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code ICML 2024

Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models NIPS 2024

SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models ICLR 2023

One-shot Imitation Learning via Interaction Warping CORL 2023

RUST: Latent Neural Scene Representations From Unposed Imagery CVPR 2023

Video OWL-ViT: Temporally-consistent Open-world Localization in Video ICCV 2023

Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames ICML 2023

Scaling Vision Transformers to 22 Billion Parameters ICML 2023

Test-time Adaptation with Slot-Centric Models ICML 2023

Simple Open-Vocabulary Object Detection with Vision Transformers ECCV 2022

Kubric: A Scalable Dataset Generator CVPR 2022

Object Scene Representation Transformer NIPS 2022

SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos NIPS 2022

Conditional Object-Centric Learning from Video ICLR 2022

Contrastive Learning of Structured World Models ICLR 2020

Object-Centric Learning with Slot Attention NIPS 2020

CompILE: Compositional Imitation Learning and Execution ICML 2019

Neural Relational Inference for Interacting Systems ICML 2018