Linxi Fan
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Robot Manipulation and Learning, Reinforcement Learning in Robotics, Topic Modeling, Natural Language Processing Techniques
Most-Cited Works
- → Deep Speech 2: End-to-End Speech Recognition in English and Mandarin(2015)2,175 cited
- → Voyager: An Open-Ended Embodied Agent with Large Language Models(2023)189 cited
- → iGibson 1.0: A Simulation Environment for Interactive Tasks in Large Realistic Scenes(2021)129 cited
- SURREAL: Open-Source Reinforcement Learning Framework and Robot Manipulation Benchmark(2018)
- → RubiksNet: Learnable 3D-Shift for Efficient Video Action Recognition(2020)69 cited
- → Deconstructing the Ladder Network Architecture(2015)66 cited
- → VIMA: General Robot Manipulation with Multimodal Prompts(2022)65 cited
- → MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge(2022)59 cited
- → Pre-Trained Language Models for Interactive Decision-Making(2022)53 cited