AAAI - arXivDaily 期刊&会议

2312.17050 2024-01-03 cs.CV

KeDuSR: Real-World Dual-Lens Super-Resolution via Kernel-Free Matching

Huanjing Yue, Zifan Cui, Kun Li, Jingyu Yang

Comments 14 pages, 10 figures. Accepted by AAAI-2024

2312.10307 2024-01-03 cs.SD cs.AI cs.MM eess.AS

MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion

Shulei Ji, Xinyu Yang

Comments Accepted by AAAI 2024

2308.12682 2024-01-03 cs.AI

SayCanPay: Heuristic Planning with Large Language Models using Learnable Domain Knowledge

Rishi Hazra, Pedro Zuidberg Dos Martires, Luc De Raedt

Comments Accepted in AAAI 2024. Website: https://rishihazra.github.io/SayCanPay/

2211.15542 2024-01-03 cs.LG

Autonomous Assessment of Demonstration Sufficiency via Bayesian Inverse Reinforcement Learning

Tu Trinh, Haoyu Chen, Daniel S. Brown

Comments Prior version appears in proceedings of AAAI FSS-22 Symposium "Lessons Learned for Autonomous Assessment of Machine Abilities (LLAAMA)". Current version appears in proceedings of HRI '24, March 11-14, 2024, Boulder, CO, USA

2207.00109 2024-01-03 stat.ML cs.IR cs.LG math.OC

Ranking In Generalized Linear Bandits

Amitis Shidani, George Deligiannidis, Arnaud Doucet

Journal ref AAAI 2024 Workshop on Recommendation Ecosystems: Modeling, Optimization and Incentive Design

2401.00690 2024-01-02 cs.CL

Benchmarking Large Language Models on Controllable Generation under Diversified Instructions

Yihan Chen, Benfeng Xu, Quan Wang, Yi Liu, Zhendong Mao

Comments Accepted to AAAI 2024

2401.00657 2024-01-02 math.OC cs.CV math.SP

Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems

Jintao Song, Wenqi Lu, Yunwen Lei, Yuchao Tang, Zhenkuan Pan, Jinming Duan

Comments Accepted to AAAI 2024

2401.00617 2024-01-02 cs.CV

Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation

Li Ren, Chen Chen, Liqiang Wang, Kien Hua

Comments Accepted by AAAI 2024

2401.00298 2024-01-02 cs.AI

Principal-Agent Reward Shaping in MDPs

Omer Ben-Porat, Yishay Mansour, Michal Moshkovitz, Boaz Taitler

Comments Full version of a paper accepted to AAAI'24

2312.16767 2024-01-02 cs.AI cs.MA

Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search

Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig

Comments Accepted to AAAI 2024

2312.16580 2024-01-02 cs.CV

VLCounter: Text-aware Visual Representation for Zero-Shot Object Counting

Seunggu Kang, WonJun Moon, Euiyeon Kim, Jae-Pil Heo

Comments Accepted to AAAI 2024. Code is available at https://github.com/Seunggu0305/VLCounter

2312.10841 2024-01-02 cs.LG cs.AI

Online Boosting Adaptive Learning under Concept Drift for Multistream Classification

En Yu, Jie Lu, Bin Zhang, Guangquan Zhang

Comments AAAI 2024

2312.10661 2024-01-02 cs.IR cs.AI

Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval

Weihang Su, Qingyao Ai, Xiangsheng Li, Jia Chen, Yiqun Liu, Xiaolong Wu, Shengluan Hou

Comments Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24)

2312.01324 2024-01-02 cs.CV cs.LG

MABViT -- Modified Attention Block Enhances Vision Transformers

Mahesh Ramesh, Aswinkumar Ramkumar

Comments Accepted at Deployable AI Workshop, AAAI Conference

2311.13091 2024-01-02 cs.LG cs.CR cs.CV

Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise

Yixin Liu, Kaidi Xu, Xun Chen, Lichao Sun

Comments Accepted to AAAI 2024

2308.06382 2024-01-02 cs.SD cs.LG eess.AS

Phoneme Hallucinator: One-shot Voice Conversion via Set Expansion

Siyuan Shan, Yang Li, Amartya Banerjee, Junier B. Oliva

Comments AAAI 2024 Demo, Codes: https://phonemehallucinator.github.io/

2312.16337 2024-01-02 cs.CL

Task Contamination: Language Models May Not Be Few-Shot Anymore

Changmao Li, Jeffrey Flanigan

Comments Accepted by AAAI 2024

2305.05928 2024-01-02 cs.CL

WikiSQE: A Large-Scale Dataset for Sentence Quality Estimation in Wikipedia

Kenichiro Ando, Satoshi Sekine, Mamoru Komachi

Comments AAAI 2024 Main Track Accepted

2312.17526 2024-01-01 cs.CV

Noise-free Optimization in Early Training Steps for Image Super-Resolution

MinKyu Lee, Jae-Pil Heo

Comments Accepted to AAAI 2024. Codes are available at github.com/2minkyulee/ECO

2312.17342 2024-01-01 cs.CR cs.AI cs.CL cs.LG

SentinelLMs: Encrypted Input Adaptation and Fine-tuning of Language Models for Private and Secure Inference

Abhijit Mishra, Mingda Li, Soham Deo

Comments Accepted and to appear in AAAI 2024

2312.17263 2024-01-01 cs.CL

TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification

Rui Song, Fausto Giunchiglia, Yingji Li, Mingjie Tian, Hao Xu

Comments Accepted by AAAI-2024

2312.15720 2024-01-01 cs.CV

Set Prediction Guided by Semantic Concepts for Diverse Video Captioning

Yifan Lu, Ziqi Zhang, Chunfeng Yuan, Peng Li, Yan Wang, Bing Li, Weiming Hu

Comments aaai 2024 accepted

2312.09869 2024-01-01 cs.GT cs.LG

Learning in Online Principal-Agent Interactions: The Power of Menus

Minbiao Han, Michael Albert, Haifeng Xu

Comments AAAI Conference on Artificial Intelligence (AAAI 2024)

2309.15427 2024-01-01 cs.CL cs.AI cs.LG

Graph Neural Prompting with Large Language Models

Yijun Tian, Huan Song, Zichen Wang, Haozhu Wang, Ziqing Hu, Fang Wang, Nitesh V. Chawla, Panpan Xu

Comments Accepted by AAAI 2024

2205.11638 2024-01-01 cs.LG math.OC

DOGE-Train: Discrete Optimization on GPU with End-to-end Training

Ahmed Abbas, Paul Swoboda

Comments AAAI 2024. Alert before printing: pg. 16-20 only contain per instance results, can possibly be skipped

2312.17192 2023-12-29 cs.CV

HISR: Hybrid Implicit Surface Representation for Photorealistic 3D Human Reconstruction

Angtian Wang, Yuanlu Xu, Nikolaos Sarafianos, Robert Maier, Edmond Boyer, Alan Yuille, Tony Tung

Comments Accepted by AAAI 2024 main track

2312.17018 2023-12-29 cs.CV cs.LG

Learning Spatially Collaged Fourier Bases for Implicit Neural Representation

Jason Chun Lok Li, Chang Liu, Binxiao Huang, Ngai Wong

Comments 11 pages, 13 figures, Accepted at the 38th AAAI Conference on Artificial Intelligence (AAAI-24)

2312.16983 2023-12-29 cs.LG cs.AI

PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance

Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao

Comments Accepted by AAAI 2024

2312.16797 2023-12-29 cs.CV

Multi-Prompts Learning with Cross-Modal Alignment for Attribute-based Person Re-Identification

Yajing Zhai, Yawen Zeng, Zhiyong Huang, Zheng Qin, Xin Jin, Da Cao

Comments AAAI 2024

2312.16549 2023-12-29 cs.LG cs.AI cs.CL

How Robust are LLMs to In-Context Majority Label Bias?

Karan Gupta, Sumegh Roychowdhury, Siva Rajesh Kasa, Santhosh Kumar Kasa, Anish Bhanushali, Nikhil Pattisapu, Prasanna Srinivasa Murthy

Comments 6 pages, 3 figures, 2 table. Accepted at Workshop on Responsible Language Modeling, AAAI 2024, (www.aaai.org)