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Rob Fergus — most-cited papers & profile · Large Language Models
← authors
·
overview
Rob Fergus
30
papers ·
578
citations ·
76
h-index
New York University · University of Maryland, College Park
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Semantic Scholar ↗
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Most-cited papers
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
2024 · 4 citations
Benchmark Designers Should "Train on the Test Set" to Expose Exploitable Non-Visual Shortcuts
2025
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis
2024
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
2024
Top co-authors
Ellis Brown
· 2
Jihan Yang
· 2
Lerrel Pinto
· 2
Saining Xie
· 2
Shusheng Yang
· 2
Ulyana Piterbarg
· 2
Adithya Iyer
· 1
Akbir Khan
· 1
Austin Wang
· 1
Bartłomiej Cupiał
· 1
Davide Paglieri
· 1
Eduardo Pignatelli
· 1
Topics
Evaluation
Fine-Tuning
Training Techniques
Vision-Language
Model Architecture
Code
Agentic
Reinforcement Learning