The Latent Space Hypothesis: Toward Universal Medical Representation Learning

4 June 2025

Papers citing "The Latent Space Hypothesis: Toward Universal Medical Representation Learning"

50 / 65 papers shown

Title
GraphicBench: A Planning Benchmark for Graphic Design with Language Agents Dayeon Ki Dinesh Manocha Marine Carpuat Gang Wu Puneet Mathur Viswanathan Swaminathan LLMAG LM&Ro 67 0 0 15 Apr 2025
UI-TARS: Pioneering Automated GUI Interaction with Native Agents Yujia Qin Yining Ye Junjie Fang Han Wang Shihao Liang ... Haifeng Liu F. Lin Tao Peng Xin Liu Guang Shi LLMAG LM&Ro 65 51 0 21 Jan 2025
PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations Ruosen Li Teerth Patel Xinya Du LLMAG ALM 124 101 0 03 Jan 2025
Optimizing Latent Goal by Learning from Trajectory Preference Guangyu Zhao Kewei Lian Haowei Lin Haobo Fu Qiang Fu Shaofei Cai Zihao Wang Yitao Liang 109 4 0 03 Dec 2024
APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World Agents Jun Yu Chen Tao Gao LM&Ro LLMAG 106 2 0 26 Nov 2024
Agent-as-a-Judge: Evaluate Agents with Agents Mingchen Zhuge Changsheng Zhao Dylan R. Ashley Wenyi Wang Dmitrii Khizbullin ... Raghuraman Krishnamoorthi Yuandong Tian Yangyang Shi Vikas Chandra Jürgen Schmidhuber ELM 102 40 0 14 Oct 2024
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks Zaijing Li Yuquan Xie Rui Shao Gongwei Chen Dongmei Jiang Liqiang Nie 105 26 0 07 Aug 2024
Visual Grounding for Object-Level Generalization in Reinforcement Learning Haobin Jiang Zongqing Lu LM&Ro 63 2 0 04 Aug 2024
MiniCPM-V: A GPT-4V Level MLLM on Your Phone Yuan Yao Tianyu Yu Ao Zhang Chongyi Wang Junbo Cui ... Xu Han Guoyang Zeng Dahai Li Zhiyuan Liu Maosong Sun VLM MLLM 101 434 0 03 Aug 2024
Autonomous Improvement of Instruction Following Skills via Foundation Models Zhiyuan Zhou P. Atreya Abraham Lee Homer Walke Oier Mees Sergey Levine 70 12 0 30 Jul 2024
OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents Zihao Wang Shaofei Cai Zhancun Mu Haowei Lin Ceyao Zhang Xuejie Liu Qing Li Hoang Trung-Dung Xiaojian Ma Yitao Liang LM&Ro 73 13 0 27 Jun 2024
OpenVLA: An Open-Source Vision-Language-Action Model Moo Jin Kim Karl Pertsch Siddharth Karamcheti Ted Xiao Ashwin Balakrishna ... Russ Tedrake Dorsa Sadigh Sergey Levine Percy Liang Chelsea Finn LM&Ro VLM 203 464 0 13 Jun 2024
VillagerAgent: A Graph-Based Multi-Agent Framework for Coordinating Complex Task Dependencies in Minecraft Yubo Dong Xukun Zhu Zhengzhe Pan Linchao Zhu Yi Yang 75 15 0 09 Jun 2024
Open-Endedness is Essential for Artificial Superhuman Intelligence Edward Hughes Michael Dennis Jack Parker-Holder Feryal M. P. Behbahani Aditi Mavalankar Yuge Shi Tom Schaul Tim Rocktaschel LRM 74 30 0 06 Jun 2024
RoboCasa: Large-Scale Simulation of Everyday Tasks for Generalist Robots Soroush Nasiriany Abhiram Maddukuri Lance Zhang Adeet Parikh Aaron Lo Abhishek Joshi Ajay Mandlekar Yuke Zhu LM&Ro 91 82 0 04 Jun 2024
Luban: Building Open-Ended Creative Agents via Autonomous Embodied Verification Yuxuan Guo Shaohui Peng Jiaming Guo Di Huang Xishan Zhang ... Zihao Zhang Zidong Du Qi Guo Xingui Hu Yunji Chen 51 4 0 24 May 2024
Autonomous Evaluation and Refinement of Digital Agents Jiayi Pan Yichi Zhang Nicholas Tomlin Yifei Zhou Sergey Levine Alane Suhr ELM 95 60 0 09 Apr 2024
Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model Zhonghan Zhao Ke Ma Wenhao Chai Xuan Wang Kewei Chen Dongxu Guo Yanting Zhang Hongwei Wang Gaoang Wang 61 20 0 06 Apr 2024
MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control Enshen Zhou Yiran Qin Zhen-fei Yin Yuzhou Huang Ruimao Zhang Lu Sheng Yu Qiao Jing Shao LM&Ro AI4CE 73 34 0 18 Mar 2024
Scaling Instructable Agents Across Many Simulated Worlds Sima Team Maria Abi Raad Arun Ahuja Catarina Barros F. Besse ... Daan Wierstra Duncan Williams Nathaniel Wong Sarah York Nick Young LM&Ro 151 42 0 13 Mar 2024
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation Zihao Wang Hoang Trung-Dung Haowei Lin Jiaqi Li Xiaojian Ma Yitao Liang ReLM RALM LRM 131 48 0 08 Mar 2024
RL-GPT: Integrating Reinforcement Learning and Code-as-policy Shaoteng Liu Haoqi Yuan Minda Hu Yanwei Li Yukang Chen Shu Liu Zongqing Lu Jiaya Jia LLMAG 71 17 0 29 Feb 2024
Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective Qun Ma Xiao Xue Deyu Zhou Xiangning Yu Donghua Liu ... Yifan Shen Peilin Ji Juanjuan Li Gang Wang Wanpeng Ma AI4CE LM&Ro LLMAG 48 7 0 01 Feb 2024
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception Junyang Wang Haiyang Xu Jiabo Ye Mingshi Yan Weizhou Shen Ji Zhang Fei Huang Jitao Sang 88 124 0 29 Jan 2024
Holodeck: Language Guided Generation of 3D Embodied AI Environments Yue Yang Fan-Yun Sun Luca Weihs Eli VanderBilt Alvaro Herrasti ... Lingjie Liu Chris Callison-Burch Mark Yatskar Aniruddha Kembhavi Christopher Clark LM&Ro 68 84 0 14 Dec 2023
MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception Yiran Qin Enshen Zhou Qichang Liu Zhen-fei Yin Lu Sheng Ruimao Zhang Yu Qiao Jing Shao LM&Ro 59 47 0 12 Dec 2023
Creative Agents: Empowering Agents with Imagination for Creative Tasks Chi Zhang Penglin Cai Yuhui Fu Haoqi Yuan Zongqing Lu LM&Ro LLMAG 92 23 0 05 Dec 2023
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks Stephanie Milani Anssi Kanervisto Karolis Ramanauskas Sander Schulhoff Brandon Houghton Rohin Shah 50 7 0 05 Dec 2023
JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models Zihao Wang Shaofei Cai Hoang Trung-Dung Yonggang Jin Jinbing Hou ... Zhaofeng He Zilong Zheng Yaodong Yang Xiaojian Ma Yitao Liang LLMAG LM&Ro 67 105 0 10 Nov 2023
Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds Sipeng Zheng Jiazheng Liu Yicheng Feng Zongqing Lu 51 30 0 20 Oct 2023
Octopus: Embodied Vision-Language Programmer from Environmental Feedback Jingkang Yang Yuhao Dong Shuai Liu Yue Liu Ziyue Wang ... Haoran Tan Jiamu Kang Yuanhan Zhang Kaiyang Zhou Ziwei Liu LM&Ro 57 47 0 12 Oct 2023
GROOT: Learning to Follow Instructions by Watching Gameplay Videos Shaofei Cai Bowei Zhang Zihao Wang Xiaojian Ma Hoang Trung-Dung Yitao Liang 107 27 0 12 Oct 2023
SWE-bench: Can Language Models Resolve Real-World GitHub Issues? Carlos E. Jimenez John Yang Alexander Wettig Shunyu Yao Kexin Pei Ofir Press Karthik Narasimhan ELM 66 564 0 10 Oct 2023
Mini-BEHAVIOR: A Procedurally Generated Benchmark for Long-horizon Decision-Making in Embodied AI Emily Jin Jiaheng Hu Zhuoyi Huang Ruohan Zhang Jiajun Wu Fei-Fei Li Roberto Martín-Martín LM&Ro 41 11 0 03 Oct 2023
GenSim: Generating Robotic Simulation Tasks via Large Language Models Lirui Wang Yiyang Ling Zhecheng Yuan Mohit Shridhar Chen Bao Yuzhe Qin Bailin Wang Huazhe Xu Xiaolong Wang LM&Ro 79 79 0 02 Oct 2023
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Anthony Brohan Noah Brown Justice Carbajal Yevgen Chebotar Xi Chen ... Ted Xiao Peng Xu Sichun Xu Tianhe Yu Brianna Zitkovich LM&Ro LRM 110 1,217 0 28 Jul 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 148 460 0 25 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 312 4,288 0 09 Jun 2023
Benchmarking Foundation Models with Language-Model-as-an-Examiner Yushi Bai Jiahao Ying Yixin Cao Xin Lv Yuze He ... Yijia Xiao Haozhe Lyu Jiayin Zhang Juanzi Li Lei Hou ALM ELM 70 145 0 07 Jun 2023
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft Shalev Lifshitz Keiran Paster Harris Chan Jimmy Ba Sheila A. McIlraith LM&Ro 52 74 0 01 Jun 2023
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory Xizhou Zhu Yuntao Chen Hao Tian Chenxin Tao Weijie Su ... Lewei Lu Xiaogang Wang Yu Qiao Zhaoxiang Zhang Jifeng Dai LLMAG LM&Ro 63 233 0 25 May 2023
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 124 810 0 25 May 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback Yann Dubois Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani Jimmy Ba Carlos Guestrin Percy Liang Tatsunori B. Hashimoto ALM 108 593 0 22 May 2023
Reflexion: Language Agents with Verbal Reinforcement Learning Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 71 1,246 0 20 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.2K 14,179 0 15 Mar 2023
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents Zihao Wang Shaofei Cai Guanzhou Chen Hoang Trung-Dung Xiaojian Ma Yitao Liang LM&Ro LLMAG 80 335 0 03 Feb 2023
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos Bowen Baker Ilge Akkaya Peter Zhokhov Joost Huizinga Jie Tang Adrien Ecoffet Brandon Houghton Raul Sampedro Jeff Clune OffRL 106 298 0 23 Jun 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge Linxi Fan Guanzhi Wang Yunfan Jiang Ajay Mandlekar Yuncong Yang Haoyi Zhu Andrew Tang De-An Huang Yuke Zhu Anima Anandkumar LM&Ro 119 377 0 17 Jun 2022
A Generalist Agent Scott E. Reed Konrad Zolna Emilio Parisotto Sergio Gomez Colmenarejo Alexander Novikov ... Yutian Chen R. Hadsell Oriol Vinyals Mahyar Bordbar Nando de Freitas LM&Ro LLMAG AI4CE 186 814 0 12 May 2022
Benchmarking the Spectrum of Agent Capabilities Danijar Hafner ELM 62 136 0 14 Sep 2021