大模型推理能力

Simpson's paradox in Covid-19 case fatality rates: a mediation analysis of age-related causal effects

Julius von Kügelgen, Luigi Gresele, Bernhard Schölkopf

专题命中 推理评测 ：reasoning(abstract)

Comments Journal version with full Appendix. The first two authors contributed equally to this work

Journal ref IEEE Transactions on Artificial Intelligence, vol. 2, no. 1, pp. 18-27, Feb. 2021

CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images

Shailaja Keyur Sampat, Akshay Kumar, Yezhou Yang, Chitta Baral

专题命中 推理评测 ：reasoning(abstract)

Comments 16 pages, 11 figures, Accepted as a Long Paper at NAACL-HLT 2021

BARK: Open Behavior Benchmarking in Multi-Agent Environments

Julian Bernhard, Klemens Esterle, Patrick Hart, Tobias Kessler

专题命中 推理评测 ：planning(abstract)

Comments Published at IEEE International Conference on Intelligent Robots and Systems (IROS) 2020

Evaluating Representation Learning of Code Changes for Predicting Patch Correctness in Program Repair

Haoye Tian, Kui Liu, Abdoul Kader Kaboreé, Anil Koyuncu, Li Li, Jacques Klein, Tegawendé F. Bissyandé

专题命中 推理评测 ：reasoning(abstract)

A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems

Sina Mohseni, Niloofar Zarei, Eric D. Ragan

专题命中 推理评测 ：reasoning(abstract)

LEMMA: A Multi-view Dataset for Learning Multi-agent Multi-task Activities

Baoxiong Jia, Yixin Chen, Siyuan Huang, Yixin Zhu, Song-chun Zhu

专题命中 推理评测 ：reasoning(abstract)

Self-Assessment of Grasp Affordance Transfer

Paola Ardón, Èric Pairet, Ronald P. A. Petrick, Subramanian Ramamoorthy, Katrin S. Lohan

专题命中 推理评测 ：reasoning(abstract)

Comments Preprint-Accepted for IROS 2020

Character Matters: Video Story Understanding with Character-Aware Relations

Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo

专题命中 推理评测 ：reasoning(abstract)

X-Linear Attention Networks for Image Captioning

Yingwei Pan, Ting Yao, Yehao Li, Tao Mei

专题命中 推理评测 ：reasoning(abstract)

Comments CVPR 2020; The source code and model are publicly available at: https://github.com/Panda-Peter/image-captioning

Multimodal Transformer with Multi-View Visual Representation for Image Captioning

Jun Yu, Jing Li, Zhou Yu, Qingming Huang

专题命中 推理评测 ：reasoning(abstract)

Comments submitted to a journal

Graphonomy: Universal Human Parsing via Graph Transfer Learning

Ke Gong, Yiming Gao, Xiaodan Liang, Xiaohui Shen, Meng Wang, Liang Lin

专题命中 推理评测 ：reasoning(abstract)

Comments Accepted to CVPR 2019. The Code is available at https://github.com/Gaoyiminggithub/Graphonomy

Summarization and Visualization of Large Volumes of Broadcast Video Data

Kumar Abhishek, Ashok Yogi

专题命中 推理评测 ：reasoning(abstract)

Comments Undergraduate Thesis from April 2015, 55 pages, 25 figures

Towards Online Learning from Corrective Demonstrations

Reymundo A. Gutierrez, Elaine Schaertl Short, Scott Niekum, Andrea L. Thomaz

专题命中 推理评测 ：reasoning(abstract)

Comments Presented at AI-HRI AAAI-FSS, 2018 (arXiv:1809.06606)

Active Object Localization with Deep Reinforcement Learning

Juan C. Caicedo, Svetlana Lazebnik

专题命中 推理评测 ：reasoning(abstract)

Comments IEEE ICCV 2015

Evaluation of a Conversation Management Toolkit for Multi Agent Programming

David Lillis, Rem W. Collier, Howell R. Jordan

专题命中 推理评测 ：reasoning(abstract)

Comments appears as Programming Multi-Agent Systems - 10th International Workshop, ProMAS 2012, Valencia, Spain, June 5, 2012, Revised Selected Papers

Population spatialization and synthesis with open data

Ying Long, Zhenjiang Shen

专题命中 推理评测 ：planning(abstract)

Comments 14 pages

A Checklist for the Evaluation of Pedestrian Simulation Software Functionalities

Mizar Luca Federici, Lorenza Manenti, Sara Manzoni

专题命中 推理评测 ：planning(abstract)

Comments 20 pages, 3 figures, 1 Table