AAAI - arXivDaily 期刊&会议

2412.14304 2024-12-20 cs.CL cs.AI

Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs

David Restrepo, Chenwei Wu, Zhengxu Tang, Zitao Shuai, Thao Nguyen Minh Phan, Jun-En Ding, Cong-Tinh Dao, Jack Gallifant, Robyn Gayle Dychiao, Jose Carlo Artiaga, André Hiroshi Bando, Carolina Pelegrini Barbosa Gracitelli, Vincenz Ferrer, Leo Anthony Celi, Danielle Bitterman, Michael G Morley, Luis Filipe Nakayama

Comments Accepted at the AAAI 2025 Artificial Intelligence for Social Impact Track (AAAI-AISI 2025)

2412.13609 2024-12-20 cs.CV cs.MM

Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production

Shengeng Tang, Jiayi He, Dan Guo, Yanyan Wei, Feng Li, Richang Hong

Comments Accepted by AAAI 2025

2412.13550 2024-12-20 cs.LG

Multi-view Granular-ball Contrastive Clustering

Peng Su, Shudong Huang, Weihong Ma, Deng Xiong, Jiancheng Lv

Comments 9 pages, 5 figures, 2 tables, AAAI 2025

2412.12014 2024-12-20 stat.ML cs.LG

Generalization Analysis for Deep Contrastive Representation Learning

Nong Minh Hieu, Antoine Ledent, Yunwen Lei, Cheng Yeaw Ku

Comments Accepted at AAAI 2025

2412.08160 2024-12-20 cs.LG

DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models

Haonan Yuan, Qingyun Sun, Zhaonan Wang, Xingcheng Fu, Cheng Ji, Yongjian Wang, Bo Jin, Jianxin Li

Comments Accepted by the Main Technical Track of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025)

2412.07675 2024-12-20 cs.CL cs.LG

RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting

Shuo Yang, Bardh Prenkaj, Gjergji Kasneci

Comments Shuo and Bardh contributed equally. Accepted to AAAI'25, Paper #17117

2409.14747 2024-12-20 cs.CV cs.AI

Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting

Dasol Choi, Dongbin Na

Comments 10 pages, 6 figures, AAAI 2025 camera ready version

2409.01227 2024-12-20 cs.CL cs.LG

Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference

Barys Liskavets, Maxim Ushakov, Shuvendu Roy, Mark Klibanov, Ali Etemad, Shane Luke

Comments Accepted in AAAI Conference on Artificial Intelligence (AAAI-25)

2408.16729 2024-12-20 cs.CV

Prediction-Feedback DETR for Temporal Action Detection

Jihwan Kim, Miso Lee, Cheol-Ho Cho, Jihyun Lee, Jae-Pil Heo

Comments Accepted to AAAI 2025

2408.11479 2024-12-20 cs.LG cs.SY eess.SY math.DS

Learning Deep Dissipative Dynamics

Yuji Okamoto, Ryosuke Kojima

Comments AAAI 2025

2407.19813 2024-12-20 cs.CL cs.AI

Improving Retrieval Augmented Language Model with Self-Reasoning

Yuan Xia, Jingbo Zhou, Zhenhui Shi, Jun Chen, Haifeng Huang

Comments AAAI 2025 (main conference)

2407.16214 2024-12-20 cs.CV

Diff-Shadow: Global-guided Diffusion Model for Shadow Removal

Jinting Luo, Ru Li, Chengzhi Jiang, Xiaoming Zhang, Mingyan Han, Ting Jiang, Haoqiang Fan, Shuaicheng Liu

Comments Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence

2406.19101 2024-12-20 cs.CV

DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming

Jiaxin Zhang, Wentao Yang, Songxuan Lai, Zecheng Xie, Lianwen Jin

Comments Accepted by AAAI 2025

2406.17256 2024-12-20 cs.CV

Disentangled Motion Modeling for Video Frame Interpolation

Jaihyun Lew, Jooyoung Choi, Chaehun Shin, Dahuin Jung, Sungroh Yoon

Comments AAAI 2025

2406.00143 2024-12-20 cs.CV

Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding

Xiaolong Sun, Liushuai Shi, Le Wang, Sanping Zhou, Kun Xia, Yabing Wang, Gang Hua

Comments Accepted by AAAI-25. Code is available at https://github.com/TensorsSun/RGTR

2403.15249 2024-12-20 cs.CV cs.AI cs.LG

Spectral Motion Alignment for Video Motion Transfer using Diffusion Models

Geon Yeong Park, Hyeonho Jeong, Sang Wan Lee, Jong Chul Ye

Comments AAAI 2025, Project page: https://geonyeong-park.github.io/spectral-motion-alignment/

2402.18292 2024-12-20 cs.CV cs.AI cs.LG

FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation

Yunwei Bai, Ying Kiat Tan, Shiming Chen, Yao Shu, Tsuhan Chen

Comments To be published in AAAI 2025

2402.02258 2024-12-20 cs.LG cs.AI

XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications

Tingsong Xiao, Zelin Xu, Wenchong He, Zhengkun Xiao, Yupu Zhang, Zibo Liu, Shigang Chen, My T. Thai, Jiang Bian, Parisa Rashidi, Zhe Jiang

Comments Accepted at AAAI 2025

2402.01766 2024-12-20 cs.CL cs.AI cs.CY cs.LG econ.GN q-fin.EC

LLM Voting: Human Choices and AI Collective Decision Making

Joshua C. Yang, Damian Dailisan, Marcin Korecki, Carina I. Hausladen, Dirk Helbing

Comments Accepted in AAAI Conference on AI, Ethics, and Society (AIES)

2309.03579 2024-12-20 cs.LG cs.AI

DTW+S: Shape-based Comparison of Time-series with Ordered Local Trend

Ajitesh Srivastava

Comments Longer version of the paper "Aligning Time-series by Local Trends: Applications in Public Health" accepted at The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

2305.09565 2024-12-20 stat.ML cs.LG

Toward Falsifying Causal Graphs Using a Permutation-Based Test

Elias Eulig, Atalanti A. Mastakouri, Patrick Blöbaum, Michaela Hardt, Dominik Janzing

Comments Camera-ready version for AAAI 2025

2412.14080 2024-12-19 cs.LG cs.CR

On the Robustness of Distributed Machine Learning against Transfer Attacks

Sébastien Andreina, Pascal Zimmer, Ghassan Karame

Comments To appear in the Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2025

2412.14052 2024-12-19 cs.AI cs.LG math.OC

Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems

Igor G. Smit, Yaoxin Wu, Pavel Troubil, Yingqian Zhang, Wim P. M. Nuijten

Comments Accepted by the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25)

2412.14033 2024-12-19 cs.CL cs.LG

Hansel: Output Length Controlling Framework for Large Language Models

Seoha Song, Junhyun Lee, Hyeonmok Ko

Comments 13 pages, 6 figures; accepted to AAAI-25

2412.13994 2024-12-19 cs.SI cs.LG

Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation

Jun Hu, Bryan Hooi, Bingsheng He, Yinwei Wei

Comments Accepted by AAAI 2025

2412.13917 2024-12-19 eess.AS cs.LG cs.SD eess.SP

Speech Watermarking with Discrete Intermediate Representations

Shengpeng Ji, Ziyue Jiang, Jialong Zuo, Minghui Fang, Yifu Chen, Tao Jin, Zhou Zhao

Comments Accepted by AAAI 2025

2412.13887 2024-12-19 cs.GT

Strategyproof Matching of Roommates and Rooms

Hadi Hosseini, Shivika Narang, Sanjukta Roy

Comments To appear in the proceedings of AAAI 2025

2412.13864 2024-12-19 cs.LG hep-ex

Constructing sensible baselines for Integrated Gradients

Jai Bardhan, Cyrin Neeraj, Mihir Rawat, Subhadip Mitra

Comments 7 pages, 5 figures. Accepted to 4th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

2412.13805 2024-12-19 quant-ph cs.AI

AI-Powered Algorithm-Centric Quantum Processor Topology Design

Tian Li, Xiao-Yue Xu, Chen Ding, Tian-Ci Tian, Wei-You Liao, Shuo Zhang, He-Liang Huang

Comments Accepted by AAAI 2025

2412.13790 2024-12-19 cs.LG

Toward Efficient Data-Free Unlearning

Chenhao Zhang, Shaofei Shen, Weitong Chen, Miao Xu

Comments 15 pages, 10 figures, accepted by AAAI 2025