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期刊&会议

AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9571
2501.10788 2025-01-22 cs.CV

Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting

Jiaqi Lin, Zhihao Li, Binxiao Huang, Xiao Tang, Jianzhuang Liu, Shiyong Liu, Xiaofei Wu, Fenglong Song, Wenming Yang

Comments Accepted to AAAI 2025. Project website: https://davi-gaussian.github.io

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2501.10606 2025-01-22 cs.LG cs.CR stat.ML

Differentiable Adversarial Attacks for Marked Temporal Point Processes

Pritish Chakraborty, Vinayak Gupta, Rahul R, Srikanta J. Bedathur, Abir De

Comments AAAI 2025 (Main Track)

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2501.07762 2025-01-22 cs.CV cs.AI

PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration

Xiaoshui Huang, Zhou Huang, Yifan Zuo, Yongshun Gong, Chengdong Zhang, Deyang Liu, Yuming Fang

Comments Accepted by AAAI 2025 Oral

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2412.17644 2025-01-22 cs.CV

DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder

Ente Lin, Xujie Zhang, Fuwei Zhao, Yuxuan Luo, Xin Dong, Long Zeng, Xiaodan Liang

Comments Accepted at AAAI 2025

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2412.14528 2025-01-22 cs.CL

Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models

Xiao Cui, Mo Zhu, Yulei Qin, Liang Xie, Wengang Zhou, Houqiang Li

Comments Accepted by AAAI 2025 (Oral)

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2412.08285 2025-01-22 cs.CL cs.LG

Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective

Minh Le, Tien Ngoc Luu, An Nguyen The, Thanh-Thien Le, Trang Nguyen, Tung Thanh Nguyen, Linh Ngo Van, Thien Huu Nguyen

Comments Oral presentation at AAAI 2025

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2501.09858 2025-01-20 cs.LG cs.AI cs.SY eess.SY

From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation

Peilang Li, Umer Siddique, Yongcan Cao

Comments Accepted to Deployable AI (DAI) Workshop at the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25)

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2501.09770 2025-01-20 cs.LG cs.AI

EVAL: EigenVector-based Average-reward Learning

Jacob Adamczyk, Volodymyr Makarenko, Stas Tiomkin, Rahul V. Kulkarni

Comments Accepted at the AAAI-25 8th Workshop on Generalization in Planning. arXiv admin note: text overlap with arXiv:2501.09080

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2501.09636 2025-01-20 cs.LG q-fin.TR

LLM-Based Routing in Mixture of Experts: A Novel Framework for Trading

Kuan-Ming Liu, Ming-Chih Lo

Comments Accepted by AAAI 2025 Workshop on AI for Social Impact - Bridging Innovations in Finance, Social Media, and Crime Prevention

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2412.11076 2025-01-20 cs.CV

MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation

Zhiwei Yang, Yucong Meng, Kexue Fu, Shuo Wang, Zhijian Song

Comments AAAI 2025

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2409.04421 2025-01-20 cs.CL cs.AI cs.LG

RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs

Jiaxing Wu, Lin Ning, Luyang Liu, Harrison Lee, Neo Wu, Chao Wang, Sushant Prakash, Shawn O'Banion, Bradley Green, Jun Xie

Comments AAAI 2025

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2309.10444 2025-01-20 cs.AI cs.CL

Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models

Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Gaël Gendron, Timothy Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu

Comments The short version (v4) has been accepted as a non-archival workshop paper at AGI@ICLR 2024, and the full version has been accepted by the main track of AAAI/EAAI 2025

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2501.09460 2025-01-17 cs.CV

Normal-NeRF: Ambiguity-Robust Normal Estimation for Highly Reflective Scenes

Ji Shi, Xianghua Ying, Ruohao Guo, Bowei Xing, Wenzhen Yue

Comments AAAI 2025, code available at https://github.com/sjj118/Normal-NeRF

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2501.09428 2025-01-17 cs.CV

AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring

Xinyi Wang, Na Zhao, Zhiyuan Han, Dan Guo, Xun Yang

Comments AAAI 2025

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2501.09212 2025-01-17 eess.SP

Hierarchical Deep Reinforcement Learning for Adaptive Resource Management in Integrated Terrestrial and Non-Terrestrial Networks

Muhammad Ahmed Mohsin, Hassan Rizwan, Muhammad Umer, Sagnik Bhattacharya, Ahsan Bilal, John M. Cioffi

Comments Accepted to AAAI 2025

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2501.09134 2025-01-17 cs.CV cs.AI cs.CL cs.IR cs.LG

Benchmarking Robustness of Contrastive Learning Models for Medical Image-Report Retrieval

Demetrio Deanda, Yuktha Priya Masupalli, Jeong Yang, Young Lee, Zechun Cao, Gongbo Liang

Comments This work is accepted to AAAI 2025 Workshop -- the 9th International Workshop on Health Intelligence

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2501.09081 2025-01-17 cs.LG cs.AI

Inferring Transition Dynamics from Value Functions

Jacob Adamczyk

Comments Accepted at the AAAI-25 8th Workshop on Generalization in Planning

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2501.08838 2025-01-16 cs.CL cs.AI

ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of Mind

Kazutoshi Shinoda, Nobukatsu Hojo, Kyosuke Nishida, Saki Mizuno, Keita Suzuki, Ryo Masumura, Hiroaki Sugiyama, Kuniko Saito

Comments Accepted by AAAI 2025

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2501.08565 2025-01-16 cs.AI

DualOpt: A Dual Divide-and-Optimize Algorithm for the Large-scale Traveling Salesman Problem

Shipei Zhou, Yuandong Ding, Chi Zhang, Zhiguang Cao, Yan Jin

Comments Accepted by AAAI-25, February 2025

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2501.02640 2025-01-16 cs.CV

Multispectral Pedestrian Detection with Sparsely Annotated Label

Chan Lee, Seungho Shin, Gyeong-Moon Park, Jung Uk Kim

Comments Accepted at AAAI 2025

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2412.19228 2025-01-16 cs.LG cs.AI

Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses

Hui Liu, Shikai Jin

Comments Accepted by The 39th Annual AAAI Conference on Artificial Intelligenc (AAAI 2025)

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2412.11409 2025-01-16 cs.CV cs.AI cs.MM

Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech

Rui Liu, Shuwei He, Yifan Hu, Haizhou Li

Comments 9 pages,2 figures, Accepted by AAAI'2025

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2412.09887 2025-01-16 eess.AS cs.AI cs.SD eess.SP

CSL-L2M: Controllable Song-Level Lyric-to-Melody Generation Based on Conditional Transformer with Fine-Grained Lyric and Musical Controls

Li Chai, Donglin Wang

Comments Accepted at AAAI-25

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2403.16689 2025-01-16 cs.RO cs.CV cs.LG cs.PL

SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine

Sadanand Modak, Noah Patton, Isil Dillig, Joydeep Biswas

Comments Accepted (oral) at AAAI 25

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2401.15299 2025-01-16 cs.LG cs.AI cs.IR cs.SY eess.SY stat.AP

SupplyGraph: A Benchmark Dataset for Supply Chain Planning using Graph Neural Networks

Azmine Toushik Wasi, MD Shafikul Islam, Adipto Raihan Akib

Comments Accepted to 4th workshop on Graphs and more Complex structures for Learning and Reasoning, colocated with AAAI 2024

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2501.08246 2025-01-15 cs.LG

Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints

Jonathan Nöther, Adish Singla, Goran Radanović

Comments This is an extended version of a paper published at AAAI 25

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2501.07972 2025-01-15 cs.MM cs.CV

Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models

Yifang Xu, Yunzhuo Sun, Benxiang Zhai, Ming Li, Wenxin Liang, Yang Li, Sidan Du

Comments Accepted by AAAI 2025

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2501.07903 2025-01-15 cs.LG cs.AI cs.DS

Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound

Catalin E. Brita, Jacobus G. M. van der Linden, Emir Demirović

Comments In the proceedings of AAAI-25

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2501.07755 2025-01-15 cs.LG cs.AI

Performance Optimization of Ratings-Based Reinforcement Learning

Evelyn Rose, Devin White, Mingkang Wu, Vernon Lawhern, Nicholas R. Waytowich, Yongcan Cao

Comments Accepted to the Collaborative AI and Modeling of Humans Bridge Program at AAAI 2025

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2501.06773 2025-01-15 cs.LG

Pareto Set Learning for Multi-Objective Reinforcement Learning

Erlong Liu, Yu-Chang Wu, Xiaobin Huang, Chengrui Gao, Ren-Jian Wang, Ke Xue, Chao Qian

Comments AAAI 2025 Accept

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