IJCAI - arXivDaily 期刊&会议

2304.10093 2024-07-18 cs.CV

Clustered-patch Element Connection for Few-shot Learning

Jinxiang Lai, Siqian Yang, Junhong Zhou, Wenlong Wu, Xiaochen Chen, Jun Liu, Bin-Bin Gao, Chengjie Wang

Journal ref IJCAI 2023

2407.02271 2024-07-17 cs.LG

Improving Explainability of Softmax Classifiers Using a Prototype-Based Joint Embedding Method

Hilarie Sit, Brendan Keith, Karianne Bergen

Comments 8 pages, 8 figures, accepted at 2024 IJCAI-XAI workshop

2407.10683 2024-07-16 cs.CV cs.AI

Addressing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval

Youngsun Lim, Hyunjung Shim

Comments This paper has been accepted for oral presentation at the IJCAI 2024 Workshop on Trustworthy Interactive Decision-Making with Foundation Models

2407.10277 2024-07-16 cs.CV cs.AI cs.LG

Disrupting Diffusion-based Inpainters with Semantic Digression

Geonho Son, Juhun Lee, Simon S. Woo

Comments 16 pages, 13 figures, IJCAI 2024

2312.15474 2024-07-16 cs.LG stat.ML

A Conservative Approach for Few-Shot Transfer in Off-Dynamics Reinforcement Learning

Paul Daoudi, Christophe Prieur, Bogdan Robu, Merwan Barlier, Ludovic Dos Santos

Journal ref Proceedings of the the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024)

2407.09521 2024-07-16 cs.CV cs.NE

Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition

Yang Wang, Haiyang Mei, Qirui Bao, Ziqi Wei, Mike Zheng Shou, Haizhou Li, Bo Dong, Xin Yang

Comments Accepted by IJCAI 2024

2407.09247 2024-07-15 cs.AI

Constrained Intrinsic Motivation for Reinforcement Learning

Xiang Zheng, Xingjun Ma, Chao Shen, Cong Wang

Comments Accepted by IJCAI 2024

2407.08908 2024-07-15 cs.CV cs.AI cs.IR

Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval

Vaibhav Balloli, Sara Beery, Elizabeth Bondi-Kelly

Comments Accepted at Human-Centred AI Track at IJCAI 2024

2407.08692 2024-07-12 cs.IR cs.CE

FAR-Trans: An Investment Dataset for Financial Asset Recommendation

Javier Sanz-Cruzado, Nikolaos Droukas, Richard McCreadie

Comments Accepted at the IJCAI-2024 Workshop on Recommender Systems in Finance (Fin-RecSys)

2406.19632 2024-07-12 cs.CV

PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation

Deyi Ji, Wenwei Jin, Hongtao Lu, Feng Zhao

Comments IJCAI 2024

2407.06206 2024-07-10 cs.LG cs.AI cs.CV eess.IV

The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data

Ximing Wen, Rosina O. Weber, Anik Sen, Darryl Hannan, Steven C. Nesbit, Vincent Chan, Alberto Goffi, Michael Morris, John C. Hunninghake, Nicholas E. Villalobos, Edward Kim, Christopher J. MacLellan

Comments 7 pages, 3 figures, accepted by XAI 2024 workshop @ IJCAI

2406.15763 2024-07-10 cs.LG cs.AI

AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning

Zhiyu Wu, Jinshi Cui

Comments Accepted by IJCAI 2024

2406.03229 2024-07-10 cs.CV cs.AI cs.LG

Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models

Qutub Syed Sha, Michael Paulitsch, Karthik Pattabiraman, Korbinian Hagn, Fabian Oboril, Cornelius Buerkle, Kay-Ulrich Scholl, Gereon Hinz, Alois Knoll

Comments Accepted at IJCAI-AISafety'24 Workshop

2403.03114 2024-07-10 cs.GT cs.AI

Equilibria in Two-Stage Facility Location with Atomic Clients

Simon Krogmann, Pascal Lenzner, Alexander Skopalik, Marc Uetz, Marnix C. Vos

Comments full version of the article at the 33rd International Joint Conference on Artificial Intelligence (IJCAI-2024)

2111.08211 2024-07-09 cs.LG

FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning

Yuezhou Wu, Yan Kang, Jiahuan Luo, Yuanqin He, Qiang Yang

Journal ref Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2407.04490 2024-07-08 cs.CV

Micro-gesture Online Recognition using Learnable Query Points

Pengyu Liu, Fei Wang, Kun Li, Guoliang Chen, Yanyan Wei, Shengeng Tang, Zhiliang Wu, Dan Guo

Comments Technical Report of HFUT-VUT for the MiGA challenge at IJCAI 2024

2402.04615 2024-07-08 cs.CV cs.AI

ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Gilles Baechler, Srinivas Sunkara, Maria Wang, Fedir Zubach, Hassan Mansoor, Vincent Etter, Victor Cărbune, Jason Lin, Jindong Chen, Abhanshu Sharma

Comments Accepted to International Joint Conference on Artificial Intelligence (IJCAI), 2024. Revision Notes: full version of the paper, including 1) Camera-ready version for IJCAI-24; 2) Appendices that are mentioned, but not included in 1)

2405.12752 2024-07-03 cs.CV

C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning

Ji Ma, Wei Suo, Peng Wang, Yanning Zhang

Comments Accepted by IJCAI-24

2406.19644 2024-07-02 cs.AI

Beyond Human Preferences: Exploring Reinforcement Learning Trajectory Evaluation and Improvement through LLMs

Zichao Shen, Tianchen Zhu, Qingyun Sun, Shiqi Gao, Jianxin Li

Comments accepted by IJCAI 2024 GAAMAL

2407.00502 2024-07-02 cs.LG cs.AI

Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting

Wei Fan, Kun Yi, Hangting Ye, Zhiyuan Ning, Qi Zhang, Ning An

Comments Accepted by IJCAI 2024

2406.18937 2024-07-02 cs.LG cs.AI

Federated Graph Semantic and Structural Learning

Wenke Huang, Guancheng Wan, Mang Ye, Bo Du

Journal ref International Joint Conference on Artificial Intelligence (IJCAI), 2023

2402.03358 2024-07-02 cs.SI cs.AI cs.DS cs.LG

A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation

Mohammad Hashemi, Shengbo Gong, Juntong Ni, Wenqi Fan, B. Aditya Prakash, Wei Jin

Comments Accepted by IJCAI 2024 (This ArXiv version is a long version of our IJCAI paper)

2406.18227 2024-06-27 cs.CV cs.CL

GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension

Jiafeng Liang, Shixin Jiang, Zekun Wang, Haojie Pan, Zerui Chen, Zheng Chu, Ming Liu, Ruiji Fu, Zhongyuan Wang, Bing Qin

Comments IJCAI 2024

2406.18116 2024-06-27 cs.CL cs.AI cs.HC

BADGE: BADminton report Generation and Evaluation with LLM

Shang-Hsuan Chiang, Lin-Wei Chao, Kuang-Da Wang, Chih-Chuan Wang, Wen-Chih Peng

Comments Accepted by IJCAI 2024 Workshop: The 2nd International Workshop on Intelligent Technologies for Precision Sports Science (IT4PSS)

2406.17899 2024-06-27 cs.LG cs.CV cs.DC

Entity Augmentation for Efficient Classification of Vertically Partitioned Data with Limited Overlap

Avi Amalanshu, Viswesh Nagaswamy, G. V. S. S. Prudhvi, Yash Sirvi, Debashish Chakravarty

Comments GLOW @ IJCAI 2024 (12 pages + 2 page bibliography. 15 figures.)

2406.16992 2024-06-26 cs.LG cs.AI

Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction

Yicheng Zhou, Pengfei Wang, Hao Dong, Denghui Zhang, Dingqi Yang, Yanjie Fu, Pengyang Wang

Comments Accepted to IJCAI 2024

2406.16207 2024-06-25 cs.CY

Thinking beyond Bias: Analyzing Multifaceted Impacts and Implications of AI on Gendered Labour

Satyam Mohla, Bishnupriya Bagh, Anupam Guha

Comments Under review. An unindexed peer-reviewed working draft was accepted for presentation at IJCAI 2021 Workshop on AI for Social Good organized by Harvard CRCS

2406.15996 2024-06-25 cs.CL cs.AI

Memorizing Documents with Guidance in Large Language Models

Bumjin Park, Jaesik Choi

Comments IJCAI 2024

2406.15970 2024-06-25 cs.GT cs.AI cs.CC

Imperfect-Recall Games: Equilibrium Concepts and Their Complexity

Emanuel Tewolde, Brian Hu Zhang, Caspar Oesterheld, Manolis Zampetakis, Tuomas Sandholm, Paul W. Goldberg, Vincent Conitzer

Comments Long version of the paper that got accepted to the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI 2024). 35 pages, 10 figures, 1 table

2406.15941 2024-06-25 cs.LG stat.ML

Towards Exact Computation of Inductive Bias

Akhilan Boopathy, William Yue, Jaedong Hwang, Abhiram Iyer, Ila Fiete

Comments Published at IJCAI 2024