AAAI

One Artist's Personal Reflections on Methods and Ethics of Creating Mixed Media Artificial Intelligence Art

Jane Adams

Comments 7 pages, AAAI Workshop on Creative AI Across Modalities

MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object Detection

Junho Koh, Junhyung Lee, Youngwoo Lee, Jaekyum Kim, Jun Won Choi

Comments Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI'23)

GenéLive! Generating Rhythm Actions in Love Live!

Atsushi Takada, Daichi Yamazaki, Likun Liu, Yudai Yoshida, Nyamkhuu Ganbat, Takayuki Shimotomai, Taiga Yamamoto, Daisuke Sakurai, Naoki Hamada

Comments 15 pages, 13 figures, to appear at AAAI-23

Fixed-Weight Difference Target Propagation

Tatsukichi Shibuya, Nakamasa Inoue, Rei Kawakami, Ikuro Sato

Comments Accepted at the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23). 9 pages and 3 figures in main manuscript; 11 pages and 5 figures in supplementary material

Confidence-aware Training of Smoothed Classifiers for Certified Robustness

Jongheon Jeong, Seojin Kim, Jinwoo Shin

Comments 21 pages; AAAI 2023; Code is available at https://github.com/alinlab/smoothing-catrs

What do you MEME? Generating Explanations for Visual Semantic Role Labelling in Memes

Shivam Sharma, Siddhant Agarwal, Tharun Suresh, Preslav Nakov, Md. Shad Akhtar, Tanmoy Chakraborty

Comments Accepted at AAAI 2023 (Main Track). 7 Pages (main content) + 2 Pages (Refs.); 3 Figures; 6 Tables; Paper ID: 10326 (AAAI'23)

Formalising the Robustness of Counterfactual Explanations for Neural Networks

Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

Comments Accepted at AAAI 2023, camera-ready version

Almost Cost-Free Communication in Federated Best Arm Identification

Kota Srinivas Reddy, P. N. Karthik, Vincent Y. F. Tan

Comments Accepted to AAAI 2023

Learning to Play General-Sum Games Against Multiple Boundedly Rational Agents

Eric Zhao, Alexander R. Trott, Caiming Xiong, Stephan Zheng

Comments 15 pages, 6 figures. Appearing at the Thirty-seventh AAAI Conference on Artificial Intelligence (AAAI 2023)

On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization

Shiji Xin, Yifei Wang, Jingtong Su, Yisen Wang

Comments To appear in AAAI-23

Efficient Image Captioning for Edge Devices

Ning Wang, Jiangrong Xie, Hang Luo, Qinglin Cheng, Jihao Wu, Mingbo Jia, Linlin Li

Comments To appear in AAAI 2023

'If you build they will come': Automatic Identification of News-Stakeholders to detect Party Preference in News Coverage

Alapan Kuila, Sudeshna Sarkar

Comments Accepted in AAAI-2023 Workshop, AI for Credible Elections

CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention

Ziyu Guo, Renrui Zhang, Longtian Qiu, Xianzheng Ma, Xupeng Miao, Xuming He, Bin Cui

Comments Accepted by AAAI 2023, 12 pages, 6 figures

Multiple Robust Learning for Recommendation

Haoxuan Li, Quanyu Dai, Yuru Li, Yan Lyu, Zhenhua Dong, Xiao-Hua Zhou, Peng Wu

Comments Accepted by AAAI'23

Fine-grained Czech News Article Dataset: An Interdisciplinary Approach to Trustworthiness Analysis

Matyáš Boháček, Michal Bravanský, Filip Trhlík, Václav Moravec

Comments 13 pages, 3 figures; to be published at the Second Workshop on Multimodal Fact-Checking and Hate Speech Detection (DEFACTIFY 2023) at the AAAI 2023 Conference, February 14, 2023, Washington, D.C

Generalization Bounds for Inductive Matrix Completion in Low-noise Settings

Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft

Comments 30 Pages, 1 figure; Accepted for publication at AAAI 2023

Journal ref AAAI 2023

Rich Event Modeling for Script Event Prediction

Long Bai, Saiping Guan, Zixuan Li, Jiafeng Guo, Xiaolong Jin, Xueqi Cheng

Comments AAAI 2023 (main conference)

Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks

Khondoker Murad Hossain, Tim Oates

Comments 7 pages, 4 figures, 5 tables, AAAI Workshop on Safe AI 2023

DFEE: Interactive DataFlow Execution and Evaluation Kit

Han He, Song Feng, Daniele Bonadiman, Yi Zhang, Saab Mansour

Comments Accepted to AAAI-23: the Thirty-Seventh AAAI Conference on Artificial Intelligence

Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations

Haoyu Xie, Changqi Wang, Mingkai Zheng, Minjing Dong, Shan You, Chong Fu, Chang Xu

Comments Accepted to AAAI 2023

PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers

Xiaoyi Dong, Jianmin Bao, Ting Zhang, Dongdong Chen, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu, Baining Guo

Comments To appear at AAAI 2023

RWEN-TTS: Relation-aware Word Encoding Network for Natural Text-to-Speech Synthesis

Shinhyeok Oh, HyeongRae Noh, Yoonseok Hong, Insoo Oh

Comments Accepted to AAAI 2023

Towards Hardware-Specific Automatic Compression of Neural Networks

Torben Krieger, Bernhard Klein, Holger Fröning

Comments To be published at the AAAI Conference on Artificial Intelligence 2023, at the 2nd International Workshop on Practical Deep Learning in the Wild

Utilizing Background Knowledge for Robust Reasoning over Traffic Situations

Jiarui Zhang, Filip Ilievski, Aravinda Kollaa, Jonathan Francis, Kaixin Ma, Alessandro Oltramari

Comments Camera ready version of AAAI 2023 workshop on Knowledge-Augmented Methods for Natural Language Processing

COLA: Improving Conversational Recommender Systems by Collaborative Augmentation

Dongding Lin, Jian Wang, Wenjie Li

Comments Accepted by AAAI-2023

Generative structured normalizing flow Gaussian processes applied to spectroscopic data

Natalie Klein, Nishant Panda, Patrick Gasda, Diane Oyen

Comments Best paper award, 1st Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE), February 2022

Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction

Brahma S. Pavse, Josiah P. Hanna

Comments Accepted to AAAI 2023

Post-hoc Uncertainty Learning using a Dirichlet Meta-Model

Maohao Shen, Yuheng Bu, Prasanna Sattigeri, Soumya Ghosh, Subhro Das, Gregory Wornell

Comments Accepted by AAAI 2023

Mitigating Artifacts in Real-World Video Super-Resolution Models

Liangbin Xie, Xintao Wang, Shuwei Shi, Jinjin Gu, Chao Dong, Ying Shan

Comments Accepted by AAAI 2023. Codes will be available at https://github.com/TencentARC/FastRealVSR

Mitigating Negative Style Transfer in Hybrid Dialogue System

Shimin Li, Qinyuan Cheng, Linyang Li, Xipeng Qiu

Comments Accepted by AAAI-2023