Thomas Kipf
24 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (7) π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (5)
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Cross-Pollinator
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Renaissance Researcher
(6)
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Taxonomy Completionist
(38)
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Dynamic Duo
(10)
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Mega-Team
(42)
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Triple Crown
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Topic Evolution
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Prolific Year
(7)
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Century Club
(24)
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Keyword Collector
(80)
Conferences
ICLR (7)
ICML (7)
NIPS (5)
CVPR (2)
CORL (1)
ECCV (1)
ICCV (1)
Top co-authors
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