Tobias Gerstenberg
7 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Robotics
(1)
Analysis
(1)
Application Areas
(1)
Capabilities
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
social reasoning
(2)
benchmark evaluation
(2)
model calibration
(1)
self-supervised learning
(1)
text generation
(1)
multimodal learning
(1)
confidence calibration
(1)
constitutional alignment
(1)
object localization
(1)
language model alignment
(1)
mutual information
(1)
bayesian optimization
(1)
preference modeling
(1)
language model
(1)
human-ai collaboration
(1)
language model evaluation
(1)
vision-language model
(1)
iterative fine-tuning
(1)
agent behavior
(1)
preference learning
(1)
Papers
Spot The Ball: A Benchmark for Visual Social Inference
CVPR 2026
Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel
ICML 2025
MARPLE: A Benchmark for Long-Horizon Inference
NeurIPS 2024
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels
NeurIPS 2024
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
NeurIPS 2023
Understanding Social Reasoning in Language Models with Language Models
NeurIPS 2023
Uncalibrated Models Can Improve Human-AI Collaboration
NeurIPS 2022