AAAI

Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model

Shunsuke Horii, Yoichi Chikahara

Comments 15 pages, 4 figures, accepted at The 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)

PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning

Yuting Ma, Yuanzhi Yao, Xiaohua Xu

Comments Accepted by AAAI 2024

SA$^2$VP: Spatially Aligned-and-Adapted Visual Prompt

Wenjie Pei, Tongqi Xia, Fanglin Chen, Jinsong Li, Jiandong Tian, Guangming Lu

Comments Accepted by AAAI 2024

Fusing Conditional Submodular GAN and Programmatic Weak Supervision

Kumar Shubham, Pranav Sastry, Prathosh AP

Comments Published in AAAI 2024

Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off

Yu-An Liu, Ruqing Zhang, Mingkun Zhang, Wei Chen, Maarten de Rijke, Jiafeng Guo, Xueqi Cheng

Comments Accepted by AAAI 24

Progressive Painterly Image Harmonization from Low-level Styles to High-level Styles

Li Niu, Yan Hong, Junyan Cao, Liqing Zhang

Comments Accepted by AAAI 2024

Painterly Image Harmonization by Learning from Painterly Objects

Li Niu, Junyan Cao, Yan Hong, Liqing Zhang

Comments Accepted by AAAI 2024

Implicit Modeling of Non-rigid Objects with Cross-Category Signals

Yuchun Liu, Benjamin Planche, Meng Zheng, Zhongpai Gao, Pierre Sibut-Bourde, Fan Yang, Terrence Chen, Ziyan Wu

Comments Accepted at AAAI 2024. Paper + supplementary material

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 38(1), 2024

Enhancing Cognitive Diagnosis using Un-interacted Exercises: A Collaboration-aware Mixed Sampling Approach

Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang

Comments 9 pages, 6 figures, accepted by AAAI-24 (AAAI 2024)

Progressive Feature Self-reinforcement for Weakly Supervised Semantic Segmentation

Jingxuan He, Lechao Cheng, Chaowei Fang, Zunlei Feng, Tingting Mu, Mingli Song

Comments Accepted by AAAI 2024

Targeted Activation Penalties Help CNNs Ignore Spurious Signals

Dekai Zhang, Matthew Williams, Francesca Toni

Comments 24 pages including appendix; extended version of a paper accepted to AAAI-2024 under the same title

DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models

Namhyuk Ahn, Junsoo Lee, Chunggi Lee, Kunhee Kim, Daesik Kim, Seung-Hun Nam, Kibeom Hong

Comments AAAI 2024

When Do Program-of-Thoughts Work for Reasoning?

Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen

Comments AAAI 2024

How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary Detection

Yiyang Yao, Peng Liu, Tiancheng Zhao, Qianqian Zhang, Jiajia Liao, Chunxin Fang, Kyusong Lee, Qing Wang

Comments Long paper accepted at AAAI 2024

BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions

Wenbo Hu, Yifan Xu, Yi Li, Weiyue Li, Zeyuan Chen, Zhuowen Tu

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

Far3D: Expanding the Horizon for Surround-view 3D Object Detection

Xiaohui Jiang, Shuailin Li, Yingfei Liu, Shihao Wang, Fan Jia, Tiancai Wang, Lijin Han, Xiangyu Zhang

Comments Accepted by AAAI-2024

Visual Instruction Tuning with Polite Flamingo

Delong Chen, Jianfeng Liu, Wenliang Dai, Baoyuan Wang

Comments In AAAI-24

Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation

Qi Bi, Shaodi You, Theo Gevers

Comments Accepted by AAAI 2024. Camera-ready version with available source code

Learning to Rank in Generative Retrieval

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

Comments AAAI 2024

Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision

Chase Walker, Sumit Jha, Kenny Chen, Rickard Ewetz

Comments 16 pages, 11 figures, accepted at AAAI 2024, the full code implementation of the paper results is located at: https://github.com/chasewalker26/Integrated-Decision-Gradients

Almost Envy-Free Allocations of Indivisible Goods or Chores with Entitlements

MohammadTaghi Hajiaghayi, Max Springer, Hadi Yami

Comments Appears in the 38th AAAI Conference on Artificial Intelligence (AAAI), 2024

Worst-Case VCG Redistribution Mechanism Design Based on the Lottery Ticket Hypothesis

Mingyu Guo

Journal ref AAAI 2024

A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees

Marcus Hoerger, Hanna Kurniawati, Dirk Kroese, Nan Ye

Comments To be published in the proceedings of The 38th Annual AAAI Conference on Artificial Intelligence

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering

Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen

Comments AAAI 2024

MobileInst: Video Instance Segmentation on the Mobile

Renhong Zhang, Tianheng Cheng, Shusheng Yang, Haoyi Jiang, Shuai Zhang, Jiancheng Lyu, Xin Li, Xiaowen Ying, Dashan Gao, Wenyu Liu, Xinggang Wang

Comments Accepted by AAAI 2024 Main Track; Code will be released

Disguise without Disruption: Utility-Preserving Face De-Identification

Zikui Cai, Zhongpai Gao, Benjamin Planche, Meng Zheng, Terrence Chen, M. Salman Asif, Ziyan Wu

Comments Accepted at AAAI 2024. Paper + supplementary material

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 38(1), 2024

FFT-based Dynamic Token Mixer for Vision

Yuki Tatsunami, Masato Taki

Comments The 38th Annual AAAI Conference on Artificial Intelligence (AAAI'24)

Limited Query Graph Connectivity Test

Mingyu Guo, Jialiang Li, Aneta Neumann, Frank Neumann, Hung Nguyen

Journal ref AAAI 2024

Disentangled Representation for Causal Mediation Analysis

Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang

Comments This paper has been accepted by AAAI 2023. Please check: https://doi.org/10.1609/aaai.v37i9.26266

Efficient Enumeration of Markov Equivalent DAGs

Marcel Wienöbst, Malte Luttermann, Max Bannach, Maciej Liśkiewicz

Comments Extended version of paper accepted to the Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-2023). [v2] includes minor fixes