大模型推理能力 - arXivDaily 专题

2312.00438 2023-12-04 cs.CV 50%

Dolphins: Multimodal Language Model for Driving

Yingzi Ma, Yulong Cao, Jiachen Sun, Marco Pavone, Chaowei Xiao

专题命中复杂问题求解：reasoning(abstract)

Comments The project page is available at https://vlm-driver.github.io/

2305.14182 2023-11-21 cs.CY 50%

Ethics in conversation: Building an ethics assurance case for autonomous AI-enabled voice agents in healthcare

Marten H. L. Kaas, Zoe Porter, Ernest Lim, Aisling Higham, Sarah Khavandi, Ibrahim Habli

专题命中复杂问题求解：reasoning(abstract)

Comments 19 pages, 3 figures, 1 table, pre-print of paper for Trustworthy Autonomous Systems conference

Journal ref TAS 2023: Proceedings of the First International Symposium on Trustworthy Autonomous Systems

2311.05114 2023-11-10 cs.HC 50%

Prompt Your Mind: Refine Personalized Text Prompts within Your Mind

Guinan Su, Yanwu Yang, Jie Guo

专题命中复杂问题求解：reasoning(abstract)

2311.03354 2023-11-07 cs.CV 50%

CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding

Junyan Li, Delin Chen, Yining Hong, Zhenfang Chen, Peihao Chen, Yikang Shen, Chuang Gan

专题命中复杂问题求解：reasoning(abstract)

2311.03122 2023-11-07 cs.RO 50%

CISRU: a robotics software suite to enable complex rover-rover and astronaut-rover interaction

Silvia Romero-Azpitarte, Alba Guerra, Mercedes Alonso, Marina L. Seoane, Daniel Olayo, Almudena Moreno, Pablo Castellanos, Cristina Luna, Gianfranco Visentin

专题命中复杂问题求解：planning(abstract)

Comments Conference paper for ASTRA 2023

2310.15747 2023-11-07 cs.CV 50%

Large Language Models are Temporal and Causal Reasoners for Video Question Answering

Dohwan Ko, Ji Soo Lee, Wooyoung Kang, Byungseok Roh, Hyunwoo J. Kim

专题命中复杂问题求解：reasoning(abstract)

Comments Accepted paper at EMNLP 2023 Main

2305.18832 2023-11-03 cs.CV 50%

ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction

Yixun Liang, Hao He, Ying-cong Chen

专题命中复杂问题求解：reasoning(abstract)

Comments 18 pages, 11 Figures, Our code will be released at https://github.com/YixunLiang/ReTR

2310.09195 2023-10-16 cs.RO 50%

AMSwarmX: Safe Swarm Coordination in CompleX Environments via Implicit Non-Convex Decomposition of the Obstacle-Free Space

Vivek K. Adajania, Siqi Zhou, Arun Kumar Singh, Angela P. Schoellig

专题命中复杂问题求解：planning(abstract)

Comments Submitted to ICRA 2024

2310.08362 2023-10-13 cs.MA 50%

Multi-Value Alignment in Normative Multi-Agent System: An Evolutionary Optimisation Approach

Maha Riad, Vinicius de Carvalho, Fatemeh Golpayegani

专题命中复杂问题求解：reasoning(abstract)

Comments Accepted in MODeM 2023 Workshop at ECAI 2023. arXiv admin note: substantial text overlap with arXiv:2305.07366

2305.11307 2023-09-13 cs.RO 50%

Semantic Anomaly Detection with Large Language Models

Amine Elhafsi, Rohan Sinha, Christopher Agia, Edward Schmerling, Issa Nesnas, Marco Pavone

专题命中复杂问题求解：reasoning(abstract)

2308.16530 2023-09-01 cs.CR cs.CV eess.IV 50%

Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition

Andreea Bianca Popescu, Cosmin Ioan Nita, Ioana Antonia Taca, Anamaria Vizitiu, Lucian Mihai Itu

专题命中复杂问题求解：planning(abstract)

Comments 6 pages, 9 figures, Published in: 2023 31st Mediterranean Conference on Control and Automation (MED)

Journal ref 2023 31st Mediterranean Conference on Control and Automation (MED), Limassol, Cyprus, 2023, pp. 305-310

2308.04016 2023-08-09 cs.CV 50%

Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning

Hanjae Kim, Jiyoung Lee, Seongheon Park, Kwanghoon Sohn

专题命中复杂问题求解：CoT(abstract)

Comments ICCV 2023

2308.02045 2023-08-07 cs.CY 50%

The Role of ChatGPT in Democratizing Data Science: An Exploration of AI-facilitated Data Analysis in Telematics

Ryan Lingo

专题命中复杂问题求解：reasoning(abstract)

Comments 29 pages, 21 figures

2307.12058 2023-07-25 cs.CV 50%

Discovering Spatio-Temporal Rationales for Video Question Answering

Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua

专题命中复杂问题求解：reasoning(abstract)

Comments Accepted to ICCV2023

2302.13668 2023-07-12 cs.CV cs.MM 50%

Contrastive Video Question Answering via Video Graph Transformer

Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua

专题命中复杂问题求解：reasoning(abstract)

Comments Accepted by IEEE T-PAMI'23

2305.14742 2023-06-06 cs.CV 50%

ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation

Dongxu Yue, Qin Guo, Munan Ning, Jiaxi Cui, Yuesheng Zhu, Li Yuan

专题命中复杂问题求解：reasoning(abstract)

2305.09875 2023-05-18 cs.HC 50%

Augmenting Learning with Augmented Reality: Exploring the Affordances of AR in Supporting Mastery of Complex Psychomotor Tasks

Dong Woo Yoo, Sakib Reza, Nicholas Wilson, Kemi Jona, Mohsen Moghaddam

专题命中复杂问题求解：reasoning(abstract)

Comments Demo Paper - ISLS 2023

2305.08360 2023-05-16 cs.SE 50%

Improving ChatGPT Prompt for Code Generation

Chao Liu, Xuanlin Bao, Hongyu Zhang, Neng Zhang, Haibo Hu, Xiaohong Zhang, Meng Yan

专题命中复杂问题求解：chain-of-thought(abstract)

Comments 12 pages, 1 figure

2305.07021 2023-05-12 cs.CV 50%

Simple Token-Level Confidence Improves Caption Correctness

Suzanne Petryk, Spencer Whitehead, Joseph E. Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach

专题命中复杂问题求解：reasoning(abstract)

2305.00566 2023-05-02 cs.MA 50%

AI-Assisted Ethics? Considerations of AI Simulation for the Ethical Assessment and Design of Assistive Technologies

Silke Schicktanz, Johannes Welsch, Mark Schweda, Andreas Hein, Jochem W. Rieger, Thomas Kirste

专题命中复杂问题求解：reasoning(abstract)

Comments 26 pages, 3 figures

2202.13402 2023-04-27 cs.CV 50%

Concept Graph Neural Networks for Surgical Video Understanding

Yutong Ban, Jennifer A. Eckhoff, Thomas M. Ward, Daniel A. Hashimoto, Ozanan R. Meireles, Daniela Rus, Guy Rosman

专题命中复杂问题求解：reasoning(abstract)

2205.14354 2023-04-10 cs.CV 50%

Multi-Task Learning with Multi-Query Transformer for Dense Prediction

Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Lefei Zhang

专题命中复杂问题求解：reasoning(abstract)

2303.09660 2023-03-20 cs.CV 50%

Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection

Chia-Yu Hsu, Wenwen Li

专题命中复杂问题求解：reasoning(abstract)

Comments 24 Pages, 7 Figures, Accepted to International Journal of Geographical Information Science, 2023

2303.04671 2023-03-09 cs.CV 50%

Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Chenfei Wu, Shengming Yin, Weizhen Qi, Xiaodong Wang, Zecheng Tang, Nan Duan

专题命中复杂问题求解：reasoning(abstract)

2106.13285 2023-03-07 cs.RO cs.MA eess.SP 50%

Factor Graphs for Heterogeneous Bayesian Decentralized Data Fusion

Ofer Dagan, Nisar R. Ahmed

专题命中复杂问题求解：reasoning(abstract)

Comments 8 pages, 6 figures, 1 table, submitted to the 24th International Conference on Information Fusion

Journal ref 021 IEEE 24th International Conference on Information Fusion (FUSION), Sun City, South Africa, 2021

2302.01366 2023-02-06 cs.GT 50%

Exploiting Extensive-Form Structure in Empirical Game-Theoretic Analysis

Christine Konicki, Mithun Chakraborty, Michael P. Wellman

专题命中复杂问题求解：reasoning(abstract)

Comments This paper has been slightly revised from the original version published at WINE 2022; to wit, the proof included in the appendices of our key theoretical result has been expanded

Journal ref Web and Internet Economics: 18th International Conference (WINE 2022), Proceedings. 132--149

2204.01692 2023-01-05 cs.CV 50%

Long Movie Clip Classification with State-Space Video Models

Md Mohaiminul Islam, Gedas Bertasius

专题命中复杂问题求解：reasoning(abstract)

Comments Accepted by ECCV 2022

2208.06011 2022-08-15 stat.ME stat.AP stat.CO 50%

Generative Models: An Interdisciplinary Perspective

Kris Sankaran, Susan P. Holmes

专题命中复杂问题求解：reasoning(abstract)

2207.05342 2022-07-22 cs.CV 50%

Video Graph Transformer for Video Question Answering

Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan

专题命中复杂问题求解：reasoning(abstract)

Comments ECCV'22

2112.07230 2022-04-15 cs.SI cs.DL 50%

Do you trust experts on Twitter?: Successful correction of COVID-19-related misinformation

Dongwoo Lim, Fujio Toriumi, Mitsuo Yoshida

专题命中复杂问题求解：self-correction(abstract)

Comments The 20th IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT '21)

1. 复杂问题求解 5035 篇

Dolphins: Multimodal Language Model for Driving

Ethics in conversation: Building an ethics assurance case for autonomous AI-enabled voice agents in healthcare

Prompt Your Mind: Refine Personalized Text Prompts within Your Mind

CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding

CISRU: a robotics software suite to enable complex rover-rover and astronaut-rover interaction

Large Language Models are Temporal and Causal Reasoners for Video Question Answering

ReTR: Modeling Rendering Via Transformer for Generalizable Neural Surface Reconstruction

AMSwarmX: Safe Swarm Coordination in CompleX Environments via Implicit Non-Convex Decomposition of the Obstacle-Free Space

Multi-Value Alignment in Normative Multi-Agent System: An Evolutionary Optimisation Approach

Semantic Anomaly Detection with Large Language Models

Privacy-Preserving Medical Image Classification through Deep Learning and Matrix Decomposition

Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning

The Role of ChatGPT in Democratizing Data Science: An Exploration of AI-facilitated Data Analysis in Telematics

Discovering Spatio-Temporal Rationales for Video Question Answering

Contrastive Video Question Answering via Video Graph Transformer

ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation

Augmenting Learning with Augmented Reality: Exploring the Affordances of AR in Supporting Mastery of Complex Psychomotor Tasks

Improving ChatGPT Prompt for Code Generation

Simple Token-Level Confidence Improves Caption Correctness

AI-Assisted Ethics? Considerations of AI Simulation for the Ethical Assessment and Design of Assistive Technologies

Concept Graph Neural Networks for Surgical Video Understanding

Multi-Task Learning with Multi-Query Transformer for Dense Prediction

Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection

Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Factor Graphs for Heterogeneous Bayesian Decentralized Data Fusion

Exploiting Extensive-Form Structure in Empirical Game-Theoretic Analysis

Long Movie Clip Classification with State-Space Video Models

Generative Models: An Interdisciplinary Perspective

Video Graph Transformer for Video Question Answering

Do you trust experts on Twitter?: Successful correction of COVID-19-related misinformation