AAAI - arXivDaily 期刊&会议

2401.04812 2024-02-21 cs.AI

Sample-and-Bound for Non-Convex Optimization

Yaoguang Zhai, Zhizhen Qin, Sicun Gao

Comments Published at AAAI 2024. Code is available at https://github.com/aaucsd/MCIR

2312.08223 2024-02-21 cs.CV

Patch-wise Graph Contrastive Learning for Image Translation

Chanyong Jung, Gihyun Kwon, Jong Chul Ye

Comments AAAI 2024

2312.07331 2024-02-21 cs.LG cs.CV cs.HC

Coupled Confusion Correction: Learning from Crowds with Sparse Annotations

Hansong Zhang, Shikun Li, Dan Zeng, Chenggang Yan, Shiming Ge

Comments This work has been accepted by AAAI-24

2308.09842 2024-02-21 cs.LG cs.AI

Enumerating Safe Regions in Deep Neural Networks with Provable Probabilistic Guarantees

Luca Marzari, Davide Corsi, Enrico Marchesini, Alessandro Farinelli, Ferdinando Cicalese

Comments Accepted at the 38th Annual AAAI Conference on Artificial Intelligence 2024

2306.06770 2024-02-21 cs.AI cs.HC cs.RO

Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis

James R. Kirk, Robert E. Wray, Peter Lindes, John E. Laird

Comments 7 pages, 8 figures, 3 tables, bibliography, appendix (34 pages total). Accepted to AAAI 2024

2305.14836 2024-02-21 cs.CV

NuScenes-QA: A Multi-modal Visual Question Answering Benchmark for Autonomous Driving Scenario

Tianwen Qian, Jingjing Chen, Linhai Zhuo, Yang Jiao, Yu-Gang Jiang

Comments Accepted to AAAI 2024

2112.01601 2024-02-21 cs.CV cs.CR

Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness?

Peter Lorenz, Dominik Strassel, Margret Keuper, Janis Keuper

Comments AAAI-22 AdvML Workshop

2402.12282 2024-02-20 cs.CL

Ontology Enhanced Claim Detection

Zehra Melce Hüsünbeyi, Tatjana Scheffler

Comments accepted to defactify workshop at AAAI, 2024

2402.12067 2024-02-20 cs.LG cs.NE cs.RO

Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks

Moritz Lange, Raphael C. Engelhardt, Wolfgang Konen, Laurenz Wiskott

Comments Accepted at XAI4DRL workshop at AAAI 2024

2401.17609 2024-02-20 cs.CV

LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement

Renyuan Peng, Xinyue Cai, Hang Xu, Jiachen Lu, Feng Wen, Wei Zhang, Li Zhang

Comments AAAI 2024

2402.11818 2024-02-20 cs.CL cs.AI cs.CY

Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages

Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shreshtha, Cesar Suarez, Zheyuan Ryan Shi, Lei Li, Fei Fang

Comments AAAI 2024: AI for Social Impact Track

2402.11540 2024-02-20 cs.CV

CPN: Complementary Proposal Network for Unconstrained Text Detection

Longhuang Wu, Shangxuan Tian, Youxin Wang, Pengfei Xiong

Comments Accepted to AAAI 2024

2402.11424 2024-02-20 cs.CV cs.AI

Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition

Yijie Wang, Mingjian Hong, Luwen Huangfu, Sheng Huang

Comments accepted as AAAI 2024 oral paper

2402.11083 2024-02-20 cs.CV

VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models

Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma

Comments AAAI 2024, 11 pages

2402.11066 2024-02-20 cs.LG cs.CY q-fin.ST

Towards Financially Inclusive Credit Products Through Financial Time Series Clustering

Tristan Bester, Benjamin Rosman

Comments 9 Pages, 9 Figures, Published in AAAI W5: AI in Finance for Social Impact

2312.14590 2024-02-20 cs.CL cs.LG

SIG: Speaker Identification in Literature via Prompt-Based Generation

Zhenlin Su, Liyan Xu, Jin Xu, Jiangnan Li, Mingdu Huangfu

Comments Accepted to AAAI 2024

2312.13027 2024-02-20 cs.LG cs.CV

Doubly Perturbed Task Free Continual Learning

Byung Hyun Lee, Min-hwan Oh, Se Young Chun

Comments Accepted to AAAI 2024 (Oral)

2312.11364 2024-02-20 cs.AI

Counting Reward Automata: Sample Efficient Reinforcement Learning Through the Exploitation of Reward Function Structure

Tristan Bester, Benjamin Rosman, Steven James, Geraud Nangue Tasse

Comments 14 pages, 11 Figures, Published in AAAI W25: Neuro-Symbolic Learning and Reasoning in the era of Large Language Models (NuCLeaR)

2312.10325 2024-02-20 cs.LG cs.AI cs.IR

An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention

Yehjin Shin, Jeongwhan Choi, Hyowon Wi, Noseong Park

Comments Accepted by AAAI 2024. Yehjin Shin and Jeongwhan Choi are co-first authors with equal contribution

2308.10873 2024-02-20 cs.NE

SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation

Malyaban Bal, Abhronil Sengupta

Comments Accepted at AAAI 2024

2307.11729 2024-02-20 cs.CL

OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples

Ryuto Koike, Masahiro Kaneko, Naoaki Okazaki

Comments AAAI 2024 camera ready. Code and dataset available at https://github.com/ryuryukke/OUTFOX

2306.12106 2024-02-20 cs.CV

ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining

Dezhi Peng, Chongyu Liu, Yuliang Liu, Lianwen Jin

Comments AAAI 2024; Full Version

2402.10477 2024-02-19 cs.LG

Understanding Likelihood of Normalizing Flow and Image Complexity through the Lens of Out-of-Distribution Detection

Genki Osada, Tsubasa Takahashi, Takashi Nishide

Comments Accepted at AAAI-24

2312.13839 2024-02-19 cs.CV cs.LG

Q-SENN: Quantized Self-Explaining Neural Networks

Thomas Norrenbrock, Marco Rudolph, Bodo Rosenhahn

Comments Accepted to AAAI 2024, SRRAI

2312.12713 2024-02-19 cs.CL cs.AI

Response Enhanced Semi-supervised Dialogue Query Generation

Jianheng Huang, Ante Wang, Linfeng Gao, Linfeng Song, Jinsong Su

Comments AAAI-24 main track paper

2312.12263 2024-02-19 cs.CV

FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels

Jichang Li, Guanbin Li, Hui Cheng, Zicheng Liao, Yizhou Yu

Comments To appear in AAAI-2024; correct formats to meet standards of the AAAI manuscript

2203.13423 2024-02-19 cs.LG cs.IR stat.ML

Modeling Attrition in Recommender Systems with Departing Bandits

Omer Ben-Porat, Lee Cohen, Liu Leqi, Zachary C. Lipton, Yishay Mansour

Comments Accepted at AAAI 2022

2402.10177 2024-02-16 cs.LG cs.AI

Large Scale Constrained Clustering With Reinforcement Learning

Benedikt Schesch, Marco Caserta

Comments LEANOPT-24 AAAI

2402.09609 2024-02-16 cs.CL cs.AI

LogicPrpBank: A Corpus for Logical Implication and Equivalence

Zhexiong Liu, Jing Zhang, Jiaying Lu, Wenjing Ma, Joyce C Ho

Comments In the 5th AI4ED Workshop, held in conjunction with The 38th AAAI Conference on Artificial Intelligence, February 2024

2402.09608 2024-02-16 cs.LG stat.ML

Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families

Russell Tsuchida, Cheng Soon Ong, Dino Sejdinovic

Comments AAAI 2024 camera ready submission