AAAI - arXivDaily 期刊&会议

2312.11735 2023-12-20 cs.LG

Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions

David D. Nguyen, David Liebowitz, Surya Nepal, Salil S. Kanhere

Comments To appear in Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-24). 13 pages (9 main, 4 appendix)

2312.11707 2023-12-20 cs.LG cs.CV

Unified framework for diffusion generative models in SO(3): applications in computer vision and astrophysics

Yesukhei Jagvaral, Francois Lanusse, Rachel Mandelbaum

Comments Accepted at AAAI-2024 Main Track

2312.11663 2023-12-20 cs.LG stat.ML

Eliciting Kemeny Rankings

Anne-Marie George, Christos Dimitrakakis

Comments This is a long version of the AAAI'24 publication under the same title

2312.11584 2023-12-20 q-bio.QM cs.AI cs.LG

ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing

Zhi Jin, Sheng Xu, Xiang Zhang, Tianze Ling, Nanqing Dong, Wanli Ouyang, Zhiqiang Gao, Cheng Chang, Siqi Sun

Comments This paper has been accepted by AAAI 2024

2312.11573 2023-12-20 cs.LG cs.AI stat.ME

Estimation of individual causal effects in network setup for multiple treatments

Abhinav Thorat, Ravi Kolla, Niranjan Pedanekar, Naoyuki Onoe

Comments 7 pages, accepted at AAAI-GCLR 2024

2312.11554 2023-12-20 cs.CL cs.AI

Deciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation

Yu Wang, Zexue He, Zhankui He, Hao Xu, Julian McAuley

Journal ref AAAI 2024

2312.11553 2023-12-20 cs.SI cs.AI cs.CL cs.LG

SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter

Ying-Ying Chang, Wei-Yao Wang, Wen-Chih Peng

Comments AAAI 2024 Main Track

2312.11551 2023-12-20 cs.LG cs.AI

Probabilistic Offline Policy Ranking with Approximate Bayesian Computation

Longchao Da, Porter Jenkins, Trevor Schwantes, Jeffrey Dotson, Hua Wei

Comments 19 pages with 7 pages main paper, 10 pages appendix. Accepted to AAAI 2024 main track

2312.11545 2023-12-20 cs.MA cs.AI cs.LG

Robust Communicative Multi-Agent Reinforcement Learning with Active Defense

Lebin Yu, Yunbo Qiu, Quanming Yao, Yuan Shen, Xudong Zhang, Jian Wang

Comments Accepted by AAAI 2024

2312.11541 2023-12-20 cs.AI cs.CL

CLIPSyntel: CLIP and LLM Synergy for Multimodal Question Summarization in Healthcare

Akash Ghosh, Arkadeep Acharya, Raghav Jain, Sriparna Saha, Aman Chadha, Setu Sinha

Comments AAAI 2024

2312.11408 2023-12-20 cs.GT econ.TH

Approval-Based Committee Voting in Practice: A Case Study of (Over-)Representation in the Polkadot Blockchain

Niclas Boehmer, Markus Brill, Alfonso Cevallos, Jonas Gehrlein, Luis Sánchez-Fernández, Ulrike Schmidt-Kraepelin

Comments Accepted to AAAI'24

2312.10439 2023-12-20 cs.CV

Simple Image-level Classification Improves Open-vocabulary Object Detection

Ruohuan Fang, Guansong Pang, Xiao Bai

Comments Accepted at AAAI 2024

2312.10422 2023-12-20 cs.CV

Learning Dense Correspondence for NeRF-Based Face Reenactment

Songlin Yang, Wei Wang, Yushi Lan, Xiangyu Fan, Bo Peng, Lei Yang, Jing Dong

Comments Accepted by Proceedings of the AAAI Conference on Artificial Intelligence, 2024

2312.09783 2023-12-20 cs.LG cs.CV

Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning

Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann, Sebastian Pölsterl, Christian Wachinger

Comments To be published in proceedings of AAAI Conference on Artificial Intelligence

2312.09058 2023-12-20 cs.GT

Learning Coalition Structures with Games

Yixuan Even Xu, Chun Kai Ling, Fei Fang

Comments 13 pages, 4 figures, 3 tables, aaai 2024

2312.05571 2023-12-20 cs.AI cs.LG

Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning

Subhabrata Dutta, Joykirat Singh, Ishan Pandey, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty

Comments AAAI 2024

2308.08288 2023-12-20 cs.CV

Improving Audio-Visual Segmentation with Bidirectional Generation

Dawei Hao, Yuxin Mao, Bowen He, Xiaodong Han, Yuchao Dai, Yiran Zhong

Comments AAAI Camera Ready. Dawei Hao and Yuxin Mao contribute equality to this paper. Yiran Zhong is the corresponding author. The code will be released at https://github.com/OpenNLPLab/AVS-bidirectional

2307.10156 2023-12-20 cs.CL

Exploring Transformer Extrapolation

Zhen Qin, Yiran Zhong, Hui Deng

Comments AAAI Camera Ready. Zhen Qin and Yiran Zhong contribute equally to this paper; Yiran Zhong is the corresponding author. The code is available at https://github.com/OpenNLPLab/Rpe

2305.18072 2023-12-20 cs.CV

Image Captioning with Multi-Context Synthetic Data

Feipeng Ma, Yizhou Zhou, Fengyun Rao, Yueyi Zhang, Xiaoyan Sun

Comments Accepted by AAAI 2024

2305.17205 2023-12-20 cs.LG

Ghost Noise for Regularizing Deep Neural Networks

Atli Kosson, Dongyang Fan, Martin Jaggi

Journal ref AAAI 2024

2305.13071 2023-12-20 cs.CL

Machine-Created Universal Language for Cross-lingual Transfer

Yaobo Liang, Quanzhi Zhu, Junhe Zhao, Nan Duan

Journal ref AAAI 2024

2305.11014 2023-12-20 cs.AI

Generalized Planning in PDDL Domains with Pretrained Large Language Models

Tom Silver, Soham Dan, Kavitha Srinivas, Joshua B. Tenenbaum, Leslie Pack Kaelbling, Michael Katz

Comments AAAI 2024

2303.10343 2023-12-20 cs.CV cs.AI cs.LG

Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond

Thanh Vu, Baochen Sun, Bodi Yuan, Alex Ngai, Yueqi Li, Jan-Michael Frahm

Comments AAAI-24 Camera Ready Version, with supplementary material, 15 pages

2303.08906 2023-12-20 cs.CV

VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression

Won Jo, Geuntaek Lim, Gwangjin Lee, Hyunwoo Kim, Byungsoo Ko, Yukyung Choi

Comments AAAI-24

2312.11442 2023-12-19 cs.HC cs.AI

Explore 3D Dance Generation via Reward Model from Automatically-Ranked Demonstrations

Zilin Wang, Haolin Zhuang, Lu Li, Yinmin Zhang, Junjie Zhong, Jun Chen, Yu Yang, Boshi Tang, Zhiyong Wu

Comments AAAI-24

2312.11391 2023-12-19 cs.AI cs.GT cs.LG

FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants

Shanli Tan, Hao Cheng, Xiaohu Wu, Han Yu, Tiantian He, Yew-Soon Ong, Chongjun Wang, Xiaofeng Tao

Comments Accepted to AAAI-2024

2312.11319 2023-12-19 stat.ME

Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation

Hui Chen, Yinxu Jia, Guanghui Wang, Changliang Zou

Comments 11 pages, 1 figure, to appear at AAAI 2024

2312.11318 2023-12-19 cs.LG

Domain Invariant Learning for Gaussian Processes and Bayesian Exploration

Xilong Zhao, Siyuan Bian, Yaoyun Zhang, Yuliang Zhang, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye

Comments Accepted to The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)

2312.11280 2023-12-19 cs.AI

Towards Fairness in Online Service with k Servers and its Application on Fair Food Delivery

Daman Deep Singh, Amit Kumar, Abhijnan Chakraborty

Comments AAAI 2024 Conference

2312.11260 2023-12-19 cs.CV cs.AI

Leveraging Normalization Layer in Adapters With Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning

Yongjin Yang, Taehyeon Kim, Se-Young Yun

Comments 38th AAAI Conference on Artificial Intelligence (AAAI'24)