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Jan Kautz — most-cited papers & profile · AI for Science
← authors
·
overview
Jan Kautz
38
papers ·
75
citations ·
88
h-index
Nvidia (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
UNAS: Differentiable Architecture Search Meets Reinforcement Learning
2019 · 37 citations
Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control
2017 · 29 citations
Compact Language Models via Pruning and Knowledge Distillation
2024 · 7 citations
NaVILA: Legged Robot Vision-Language-Action Model for Navigation
2024 · 2 citations
GRAIL: Generating Humanoid Loco-Manipulation from 3D Assets and Video Priors
2026
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
2026
Cosmos 3: Omnimodal World Models for Physical AI
2026
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
2026
Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2026
Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2026
Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2026
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
2025
DreamGen: Unlocking Generalization in Robot Learning through Video World Models
2025
FLARE: Robot Learning with Implicit World Modeling
2025
Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning
2025
Topics
Efficiency
Training Techniques
Model Architecture
Fine-Tuning
Reinforcement Learning
Evaluation
Manipulation
Sim-to-Real
In-Context Learning
Vision-Language