AAAI

Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning

Yanqi Ge, Qiang Nie, Ye Huang, Yong Liu, Chengjie Wang, Feng Zheng, Wen Li, Lixin Duan

Comments AAAI 2024

Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift

Shengwei An, Sheng-Yen Chou, Kaiyuan Zhang, Qiuling Xu, Guanhong Tao, Guangyu Shen, Siyuan Cheng, Shiqing Ma, Pin-Yu Chen, Tsung-Yi Ho, Xiangyu Zhang

Comments AAAI 2024

Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers

Vukasin Bozic, Danilo Dordevic, Daniele Coppola, Joseph Thommes, Sidak Pal Singh

Comments Accepted at AAAI24(https://aaai.org/aaai-conference/)

Regret Analysis of Policy Gradient Algorithm for Infinite Horizon Average Reward Markov Decision Processes

Qinbo Bai, Washim Uddin Mondal, Vaneet Aggarwal

Journal ref AAAI 2024

VIGC: Visual Instruction Generation and Correction

Bin Wang, Fan Wu, Xiao Han, Jiahui Peng, Huaping Zhong, Pan Zhang, Xiaoyi Dong, Weijia Li, Wei Li, Jiaqi Wang, Conghui He

Comments Accepted by AAAI 2024, Project Website: https://opendatalab.github.io/VIGC, Code and Pretrained Model: https://github.com/opendatalab/VIGC

Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context

Jiwoo Son, Minsu Kim, Sanghyeok Choi, Hyeonah Kim, Jinkyoo Park

Comments AAAI 2024, 16 pages, 6 figures

An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain

Xiang He, Dongcheng Zhao, Yang Li, Guobin Shen, Qingqun Kong, Yi Zeng

Comments Accepted by AAAI 2024 (Oral). Code is available at https://github.com/Brain-Cog-Lab/Transfer-for-DVS

Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification

Qi Huang, Wei Chen, Thomas Bäck, Niki van Stein

Comments The paper has been accepted by the XAI4Sci workshop of AAAI 2024

Faster Inference of Integer SWIN Transformer by Removing the GELU Activation

Mohammadreza Tayaranian, Seyyed Hasan Mozafari, James J. Clark, Brett Meyer, Warren Gross

Comments 5 pages, 1 figure. Submitted to Edge Intelligence Workshop III, an AAAI 2024 workshop

Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging

Hilal AlQuabeh, William de Vazelhes, Bin Gu

Comments Accepted in AAAI 2024

Root Cause Analysis In Microservice Using Neural Granger Causal Discovery

Cheng-Ming Lin, Ching Chang, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng

Comments AAAI 2024 Main Track

Temporally and Distributionally Robust Optimization for Cold-Start Recommendation

Xinyu Lin, Wenjie Wang, Jujia Zhao, Yongqi Li, Fuli Feng, Tat-Seng Chua

Comments Accepted by AAAI'24

DTL: Disentangled Transfer Learning for Visual Recognition

Minghao Fu, Ke Zhu, Jianxin Wu

Comments Accepted by AAAI 2024

Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer

Yaoting Wang, Weisong Liu, Guangyao Li, Jian Ding, Di Hu, Xi Li

Comments Accepted by AAAI 2024

I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data

Tobias Leemann, Martin Pawelczyk, Christian Thomas Eberle, Gjergji Kasneci

Comments v5: AAAI-24 Camera-Ready Version Including Appendices. v1: NeurIPS 2022 Workshop on Algorithmic Fairness through the Lens of Causality and Privacy (AFCP)

MoDE: A Mixture-of-Experts Model with Mutual Distillation among the Experts

Zhitian Xie, Yinger Zhang, Chenyi Zhuang, Qitao Shi, Zhining Liu, Jinjie Gu, Guannan Zhang

Comments Accepted by AAAI-24

Working Memory Capacity of ChatGPT: An Empirical Study

Dongyu Gong, Xingchen Wan, Dingmin Wang

Comments Accepted at the 38th AAAI Conference on Artificial Intelligence (AAAI-24)

ALISON: Fast and Effective Stylometric Authorship Obfuscation

Eric Xing, Saranya Venkatraman, Thai Le, Dongwon Lee

Comments 10 pages, 6 figures, 4 tables. To be published in the Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)

Recasting Regional Lighting for Shadow Removal

Yuhao Liu, Zhanghan Ke, Ke Xu, Fang Liu, Zhenwei Wang, Rynson W. H. Lau

Comments AAAI 2024 (Oral)

EPSD: Early Pruning with Self-Distillation for Efficient Model Compression

Dong Chen, Ning Liu, Yichen Zhu, Zhengping Che, Rui Ma, Fachao Zhang, Xiaofeng Mou, Yi Chang, Jian Tang

Comments The first two authors are with equal contributions. Paper accepted by AAAI 2024

Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria

Opadele Kehinde, Ruth Abdul, Bose Afolabi, Parminder Vir, Corinne Namblard, Ayan Mukhopadhyay, Abiodun Adereni

Comments Accepted for publication at the AAAI Conference on Artificial Intelligence (AAAI-24)

MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection

Guanxiong Sun, Yang Hua, Guosheng Hu, Neil Robertson

Comments update code url https://github.com/guanxiongsun/vfe.pytorch

Journal ref In Proceedings of the AAAI Conference on Artificial Intelligence 2021 (Vol. 35, No. 3, pp. 2620-2627)

UV-SAM: Adapting Segment Anything Model for Urban Village Identification

Xin Zhang, Yu Liu, Yuming Lin, Qingmin Liao, Yong Li

Comments Accepted by AAAI 2024

Commonsense for Zero-Shot Natural Language Video Localization

Meghana Holla, Ismini Lourentzou

Comments Accepted to AAAI 2024

Understanding the Role of the Projector in Knowledge Distillation

Roy Miles, Krystian Mikolajczyk

Comments AAAI 2024. Code available at https://github.com/roymiles/Simple-Recipe-Distillation

All Beings Are Equal in Open Set Recognition

Chaohua Li, Enhao Zhang, Chuanxing Geng, SongCan Chen

Comments Accepted by the main track The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)

On Inference Stability for Diffusion Models

Viet Nguyen, Giang Vu, Tung Nguyen Thanh, Khoat Than, Toan Tran

Comments Oral presentation at AAAI 2024

Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types

Jordi Laguarta Soler, Thomas Friedel, Sherrie Wang

Comments Accepted to AAAI-24: Special Track on AI for Social Impact

Traffic Flow Optimisation for Lifelong Multi-Agent Path Finding

Zhe Chen, Daniel Harabor, Jiaoyang Li, Peter J. Stuckey

Comments The paper was accepted for publication at AAAI 2024

YTCommentQA: Video Question Answerability in Instructional Videos

Saelyne Yang, Sunghyun Park, Yunseok Jang, Moontae Lee

Comments AAAI 2024