AAAI

TAILOR: Teaching with Active and Incremental Learning for Object Registration

Qianli Xu, Nicolas Gauthier, Wenyu Liang, Fen Fang, Hui Li Tan, Ying Sun, Yan Wu, Liyuan Li, Joo-Hwee Lim

Comments 5 pages, 4 figures, AAAI conference

Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation

Jiquan Li, Junliang Guo, Yongxin Zhu, Xin Sheng, Deqiang Jiang, Bo Ren, Linli Xu

Comments accepted in AAAI 2022

IFBiD: Inference-Free Bias Detection

Ignacio Serna, Daniel DeAlcala, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia

Comments AAAI Workshop on Artificial Intelligence Safety (SafeAI)

Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection

Alexander Podolskiy, Dmitry Lipin, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya

Comments AAAI 2021

Transformer with Memory Replay

Rui Liu, Barzan Mozafari

Comments Accepted to AAAI 2022

Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics

Maysa M. Garcia de Macedo, Wyatt Clarke, Eli Lucherini, Tyler Baldwin, Dilermando Queiroz Neto, Rogerio de Paula, Subhro Das

Comments 15 pages, 5th AAAI/ACM Conference on AI, Ethics, and Society

Let's Talk! Striking Up Conversations via Conversational Visual Question Generation

Shih-Han Chan, Tsai-Lun Yang, Yun-Wei Chu, Chi-Yang Hsu, Ting-Hao Huang, Yu-Shian Chiu, Lun-Wei Ku

Comments Accepted as a full talk paper on AAAI-DEEPDIAL'21

Differential Assessment of Black-Box AI Agents

Rashmeet Kaur Nayyar, Pulkit Verma, Siddharth Srivastava

Comments AAAI 2022

Probability trees and the value of a single intervention

Tue Herlau

Comments As presented at the proceedings of the AAAI Workshop on Information Theoretic Causal Inference and Discovery (ITCI'22), 2022

Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis

Yufeng Shi, Shuhuang Chen, Xinge You, Qinmu Peng, Weihua Ou, Yue Zhao

Comments 7 pages, 1 figure

Journal ref The AAAI-22 Workshop on Information Theory for Deep Learning (IT4DL).2022

Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training

Soma Bandyopadhyay, Anish Datta, Shruti Sachan, Arpan Pal

Comments 7 figures, 8 pages , 7 tables, accepted and presented conference AAAI 2022 AI for Transportation Workshop (Prefinal version)

Role of Human-AI Interaction in Selective Prediction

Elizabeth Bondi, Raphael Koster, Hannah Sheahan, Martin Chadwick, Yoram Bachrach, Taylan Cemgil, Ulrich Paquet, Krishnamurthy Dvijotham

Comments Published in AAAI 2022; added link to data, small formatting corrections for camera-ready, including small changes to Fig 6-7 that do not change conclusions

Reinforcement Learning of Causal Variables Using Mediation Analysis

Tue Herlau, Rasmus Larsen

Comments As accepted at proceedings of the AAAI Conference on Artificial Intelligence (AAAI), AAAI, 2022

Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge

Yoonna Jang, Jungwoo Lim, Yuna Hur, Dongsuk Oh, Suhyune Son, Yeonsoo Lee, Donghoon Shin, Seungryong Kim, Heuiseok Lim

Comments Accepted paper at the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22)

Block-Skim: Efficient Question Answering for Transformer

Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo, Yuhao Zhu

Comments Published as a conference paper at AAAI 2022

Chess as a Testbed for Language Model State Tracking

Shubham Toshniwal, Sam Wiseman, Karen Livescu, Kevin Gimpel

Comments AAAI 2022 extended version with supplementary material

Accelerating Part-Scale Simulation in Liquid Metal Jet Additive Manufacturing via Operator Learning

Søren Taverniers, Svyatoslav Korneev, Kyle M. Pietrzyk, Morad Behandish

Comments Paper #25

Journal ref AAAI-ADAM-2022: Association for the Advancement of Artificial Intelligence (AAAI) 2022 Workshop on AI for Design and Manufacturing (ADAM)

Verifiable and Compositional Reinforcement Learning Systems

Cyrus Neary, Christos Verginis, Murat Cubuktepe, Ufuk Topcu

Comments Accepted for publication at ICAPS 2022. Changes since v1: An additional example with continuous states and actions has been added. Additional discussion has been added to the section presenting the algorithm, and to the section presenting the numerical experiments. Wording and formatting has been edited for consistency with the version published by AAAI press

Combining Learning from Human Feedback and Knowledge Engineering to Solve Hierarchical Tasks in Minecraft

Vinicius G. Goecks, Nicholas Waytowich, David Watkins-Valls, Bharat Prakash

Comments Submitted to the AAAI 2022 Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence (AAAI-MAKE 2022)

How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View

Ren Li, Yanan Cao, Qiannan Zhu, Guanqun Bi, Fang Fang, Yi Liu, Qian Li

Comments Accepted by AAAI'22

The Meta-Turing Test

Toby Walsh

Comments Appeared in AAAI 2017 Workshop - Technical Report, San Francisco, California USA, pp. 132 - 137, presented at AAAI 2017 conference

Shadow Generation for Composite Image in Real-world Scenes

Yan Hong, Li Niu, Jianfu Zhang, Liqing Zhang

Comments This paper is accepted by AAAI 2022

Fine-grained Intent Classification in the Legal Domain

Ankan Mullick, Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, R Raghav

Comments 4 pages, 7 tables, 1 figure, appeared in the AAAI-22 workshop on Scientific Document Understanding

Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections

Zhenzhang Ye, Tarun Yenamandra, Florian Bernard, Daniel Cremers

Comments Presented at the 36th AAAI conference on artificial intelligence, 2022 (AAAI22)

Detailed Facial Geometry Recovery from Multi-View Images by Learning an Implicit Function

Yunze Xiao, Hao Zhu, Haotian Yang, Zhengyu Diao, Xiangju Lu, Xun Cao

Comments AAAI 2022 Oral, updated to camera ready version

Characterizing Intersectional Group Fairness with Worst-Case Comparisons

Avijit Ghosh, Lea Genuit, Mary Reagan

Comments Accepted to the 2nd Affinity Group Workshop on Diversity in Artificial Intelligence: Diversity, Belonging, Equity, and Inclusion (AIDBEI) at AAAI 2021 - PMLR version

Exploring Entity Interactions for Few-Shot Relation Learning (Student Abstract)

YI Liang, Shuai Zhao, Bo Cheng, Yuwei Yin, Hao Yang

Comments Accepted as a Finalist Paper of Student Abstract Session of AAAI 2022

MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding

Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander Schwing, Heng Ji

Comments Accepted at AAAI 2022

BERTMap: A BERT-based Ontology Alignment System

Yuan He, Jiaoyan Chen, Denvar Antonyrajah, Ian Horrocks

Comments Full version (with appendix) of the accepted paper in 36th AAAI Conference on Artificial Intelligence 2022

Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification

Anshuka Rangi, Long Tran-Thanh, Haifeng Xu, Massimo Franceschetti

Comments Accepted to AAAI 2022