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Thomas Kipf

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+9 more ↓ πŸ—ΊοΈ Taxonomy Completionist (41) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (10) 🧬 Topic Evolution 🧭 Keyword Pioneer πŸ‘₯ Mega-Team Β· Squad πŸ‘‘ Triple Crown ⚑ Prolific Year Β· Productive πŸ—ƒοΈ Keyword Collector (117) πŸ“ˆ Trend Setter πŸ’Ž Century Club Β· Bronze

Venues

ICLR (7) ICML (7) NeurIPS (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)

Research topics

Deep Learning (15) Computer Vision (13) Machine Learning (12) Artificial Intelligence (9) Analysis (8) Architectures (7) Core Methods (7) Generation (7) Processing (7) Core AI (6) Learning Types Β· Machine Learning (6) Models (6) Application Areas (3) Learning Paradigms (3) Learning Types Β· Deep Learning (3)

Keywords

slot attention (5) novel view synthesis (4) self-supervised learning (4) object-centric representation (4) 3d reconstruction (3) video understanding (3) object-centric learning (3) unsupervised learning (3) video prediction (2) graph neural network (2) contrastive learning (2) 3d scene representation (2) variational autoencoder (2) diffusion model (2) neural scene representation (2) visual question answering (1) zero-shot learning (1) video segmentation (1) scene understanding (1) transformer architecture (1)

Papers

Direct Motion Models for Assessing Generated Videos ICML 2025 Interaction Asymmetry: A General Principle for Learning Composable Abstractions ICLR 2025 DORSal: Diffusion for Object-centric Representations of Scenes et al. ICLR 2024 DyST: Towards Dynamic Neural Scene Representations on Real-World Videos ICLR 2024 Learning 3D Particle-based Simulators from RGB-D Videos ICLR 2024 Moving Off-the-Grid: Scene-Grounded Video Representations NeurIPS 2024 Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models NeurIPS 2024 SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code ICML 2024 Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames ICML 2023 One-shot Imitation Learning via Interaction Warping CoRL 2023 RUST: Latent Neural Scene Representations From Unposed Imagery CVPR 2023 Scaling Vision Transformers to 22 Billion Parameters ICML 2023 SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models ICLR 2023 Test-time Adaptation with Slot-Centric Models ICML 2023 Video OWL-ViT: Temporally-consistent Open-world Localization in Video ICCV 2023 Conditional Object-Centric Learning from Video ICLR 2022 Kubric: A Scalable Dataset Generator CVPR 2022 Object Scene Representation Transformer NeurIPS 2022 SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos NeurIPS 2022 Simple Open-Vocabulary Object Detection with Vision Transformers ECCV 2022 Contrastive Learning of Structured World Models ICLR 2020 Object-Centric Learning with Slot Attention NeurIPS 2020 CompILE: Compositional Imitation Learning and Execution ICML 2019 Neural Relational Inference for Interacting Systems ICML 2018