Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers

2,019 papers · page 7 of 21 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2023

Off-Policy Proximal Policy Optimization ↗Wenjia Meng, Qian Zheng, Gang Pan et al.15 citations
One Is All: Bridging the Gap between Neural Radiance Fields Architectures with Progressive Volume Distillation ↗Shuangkang Fang, Weixin Xu, Heng Wang et al.15 citations
Optimistic Whittle Index Policy: Online Learning for Restless Bandits ↗Kai Wang, Lily Xu, Aparna Taneja et al.15 citations
Practical Disruption of Image Translation Deepfake Networks ↗Nataniel Ruiz, Sarah Adel Bargal, Cihang Xie et al.15 citations
Progressive Multi-View Human Mesh Recovery with Self-Supervision ↗Xuan Gong, Liangchen Song, Meng Zheng et al.15 citations
Reinforcement Causal Structure Learning on Order Graph ↗Dezhi Yang, Guoxian Yu, Jun Wang et al.15 citations
Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation ↗Daoan Zhang, Chenming Li, Haoquan Li et al.15 citations
SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem ↗Hebin Liang, Yi Ma, Zilin Cao et al.15 citations
StereoDistill: Pick the Cream from LiDAR for Distilling Stereo-Based 3D Object Detection ↗Zhe Liu, Xiaoqing Ye, Xiao Tan et al.15 citations
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks ↗Pei Xu, Junge Zhang, Qiyue Yin et al.15 citations
The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types ↗Gaurav R. Ghosal, Matthew Zurek, Daniel S. Brown et al.15 citations
VideoDubber: Machine Translation with Speech-Aware Length Control for Video Dubbing ↗Yihan Wu, Junliang Guo, Xu Tan et al.15 citations
edBB-Demo: Biometrics and Behavior Analysis for Online Educational Platforms ↗Roberto Daza, Aythami Morales, Rubén Tolosana et al.15 citations
A Framework to Design Approximation Algorithms for Finding Diverse Solutions in Combinatorial Problems ↗Tesshu Hanaka, Masashi Kiyomi, Yasuaki Kobayashi et al.14 citations
A Neural Span-Based Continual Named Entity Recognition Model ↗Yunan Zhang, Qingcai Chen14 citations
AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification ↗Jiaxuan Li, Xiaoyan Zhu, Jiayin Wang14 citations
Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation ↗Linrui Gong, Shaohui Lin, Baochang Zhang et al.14 citations
Beyond Black-Boxes: Teaching Complex Machine Learning Ideas through Scaffolded Interactive Activities ↗Brian Broll, Shuchi Grover14 citations
Black-Box Adversarial Attack on Time Series Classification ↗Daizong Ding, Mi Zhang, Fuli Feng et al.14 citations
Calibrated Teacher for Sparsely Annotated Object Detection ↗Haohan Wang, Liang Liu, Boshen Zhang et al.14 citations
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation ↗Pengcheng Xu, Boyu Wang, Charles X. Ling14 citations
Combating Mode Collapse via Offline Manifold Entropy Estimation ↗Haozhe Liu, Bing Li, Haoqian Wu et al.14 citations
Cross-Domain Adaptative Learning for Online Advertisement Customer Lifetime Value Prediction ↗Hongzu Su, Zhekai Du, Jingjing Li et al.14 citations
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation ↗Linlin Wang, Zefeng Cai, Gerard de Melo et al.14 citations
Disentangled Representation for Causal Mediation Analysis ↗Ziqi Xu, Debo Cheng, Jiuyong Li et al.14 citations
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model ↗Yixuan Liu, Suyun Zhao, Li Xiong et al.14 citations
Evaluating Digital Agriculture Recommendations with Causal Inference ↗Ilias Tsoumas, Georgios Giannarakis, Vasileios Sitokonstantinou et al.14 citations
Feature Decomposition for Reducing Negative Transfer: A Novel Multi-Task Learning Method for Recommender System (Student Abstract) ↗Jie Zhou, Qian Yu, Chuan Luo et al.14 citations
Finding Fair Allocations under Budget Constraints ↗Siddharth Barman, Arindam Khan, Sudarshan Shyam et al.14 citations
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation ↗En Yu, Songtao Liu, Zhuoling Li et al.14 citations
HRDoc: Dataset and Baseline Method toward Hierarchical Reconstruction of Document Structures ↗Jiefeng Ma, Jun Du, Pengfei Hu et al.14 citations
IKOL: Inverse Kinematics Optimization Layer for 3D Human Pose and Shape Estimation via Gauss-Newton Differentiation ↗Juze Zhang, Ye Shi, Yuexin Ma et al.14 citations
Interpolating Graph Pair to Regularize Graph Classification ↗Hongyu Guo, Yongyi Mao14 citations
Kalman Bayesian Neural Networks for Closed-Form Online Learning ↗Philipp Wagner, Xinyang Wu, Marco F. Huber14 citations
Learning Affects Trust: Design Recommendations and Concepts for Teaching Children—and Nearly Anyone—about Conversational Agents ↗Jessica Van Brummelen, Mingyan Claire Tian, Maura Kelleher et al.14 citations
Learning Interpretable Temporal Properties from Positive Examples Only ↗Rajarshi Roy, Jean-Raphaël Gaglione, Nasim Baharisangari et al.14 citations
Learning Single Image Defocus Deblurring with Misaligned Training Pairs ↗Yu Li, Dongwei Ren, Xinya Shu et al.14 citations
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts ↗Chandrayee Basu, Rosni Vasu, Michihiro Yasunaga et al.14 citations
MoEC: Mixture of Expert Clusters ↗Yuan Xie, Shaohan Huang, Tianyu Chen et al.14 citations
Online Random Feature Forests for Learning in Varying Feature Spaces ↗Christian Schreckenberger, Yi He, Stefan Lüdtke et al.14 citations
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training ↗Zhenglun Kong, Haoyu Ma, Geng Yuan et al.14 citations
Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction ↗Erhu He, Yiqun Xie, Licheng Liu et al.14 citations
Retrosynthesis Prediction with Local Template Retrieval ↗Shufang Xie, Rui Yan, Junliang Guo et al.14 citations
Robust Temporal Smoothness in Multi-Task Learning ↗Menghui Zhou, Yu Zhang, Yun Yang et al.14 citations
SKDBERT: Compressing BERT via Stochastic Knowledge Distillation ↗Zixiang Ding, Jiang Guoqing, Shuai Zhang et al.14 citations
Scratch for Sports: Athletic Drills as a Platform for Experiencing, Understanding, and Developing AI-Driven Apps ↗Vishesh Kumar, Marcelo Bonilla Worsley14 citations
Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network ↗Sangmin Bae, Sungnyun Kim, Jongwoo Ko et al.14 citations
Stability-Based Generalization Analysis of the Asynchronous Decentralized SGD ↗Xiaoge Deng, Tong Sheng Sun, Shengwei Li et al.14 citations
Stable Learning via Sparse Variable Independence ↗Han Yu, Peng Cui, Yue He et al.14 citations
Topological Pooling on Graphs ↗Yuzhou Chen, Yulia R. Gel14 citations
Video Compression Artifact Reduction by Fusing Motion Compensation and Global Context in a Swin-CNN Based Parallel Architecture ↗Xinjian Zhang, Su Yang, Wuyang Luo et al.14 citations
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective ↗Jiajin Zhang, Hanqing Chao, Amit Dhurandhar et al.14 citations
AdapSafe: Adaptive and Safe-Certified Deep Reinforcement Learning-Based Frequency Control for Carbon-Neutral Power Systems ↗Xu Wan, Mingyang Sun, Boli Chen et al.13 citations
Adapting Object Size Variance and Class Imbalance for Semi-supervised Object Detection ↗Yuxiang Nie, Chaowei Fang, Lechao Cheng et al.13 citations
Astromorphic Self-Repair of Neuromorphic Hardware Systems ↗Zhuangyu Han, A N M Nafiul Islam, Abhronil Sengupta13 citations
Backpropagation-Free Deep Learning with Recursive Local Representation Alignment ↗Alexander G. Ororbia, Ankur Mali, Daniel Kifer et al.13 citations
Boosting Few-Shot Text Classification via Distribution Estimation ↗Han Liu, Feng Zhang, Xiaotong Zhang et al.13 citations
Centerless Multi-View K-means Based on the Adjacency Matrix ↗Lu Han, Quanxue Gao, Qianqian Wang et al.13 citations
Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning ↗Letian Gong, Youfang Lin, Shengnan Guo et al.13 citations
Crowd-Level Abnormal Behavior Detection via Multi-Scale Motion Consistency Learning ↗Linbo Luo, Yuanjing Li, Haiyan Yin et al.13 citations
DE-net: Dynamic Text-Guided Image Editing Adversarial Networks ↗Ming Tao, Bing‐Kun Bao, Hao Tang et al.13 citations
DRGCN: Dynamic Evolving Initial Residual for Deep Graph Convolutional Networks ↗Lei Zhang, Xiaodong Yan, Jianshan He et al.13 citations
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness ↗Abdelrahman Zayed, Prasanna Parthasarathi, Gonçalo Mordido et al.13 citations
Emotion-Aware Music Recommendation ↗Hieu Tran, Tuan Le, Anh Do et al.13 citations
Estimating Average Causal Effects from Patient Trajectories ↗Dennis Frauen, Tobias Hatt, Valentyn Melnychuk et al.13 citations
Estimating Geographic Spillover Effects of COVID-19 Policies from Large-Scale Mobility Networks ↗Serina Y. Chang, Damir Vrabac, Jure Leskovec et al.13 citations
Evidential Conditional Neural Processes ↗Deep Shankar Pandey, Qi Yu13 citations
Exploring Non-target Knowledge for Improving Ensemble Universal Adversarial Attacks ↗Juanjuan Weng, Zhiming Luo, Zhun Zhong et al.13 citations
Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction ↗Liang Zhang, Jinsong Su, Zijun Min et al.13 citations
FASTDIAGP: An Algorithm for Parallelized Direct Diagnosis ↗Viet-Man Le, Cristian L. Vidal-Silva, Alexander Felfernig et al.13 citations
Global Dilated Attention and Target Focusing Network for Robust Tracking ↗Yun Liang, Qiaoqiao Li, Fumian Long13 citations
H-AES: Towards Automated Essay Scoring for Hindi ↗Shubhankar Singh, Anirudh Pupneja, Shivaansh Mital et al.13 citations
Identify Event Causality with Knowledge and Analogy ↗Sifan Wu, Ruihui Zhao, Yefeng Zheng et al.13 citations
Improvement-Focused Causal Recourse (ICR) ↗Gunnar König, Timo Freiesleben, Moritz Grosse‐Wentrup13 citations
LIQUID: A Framework for List Question Answering Dataset Generation ↗Seongyun Lee, Hyunjae Kim, Jaewoo Kang13 citations
Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding ↗Mingxiao Li, Zehao Wang, Tinne Tuytelaars et al.13 citations
Learning Event-Relevant Factors for Video Anomaly Detection ↗Che Sun, Chenrui Shi, Yunde Jia et al.13 citations
Learning-Augmented Algorithms for Online TSP on the Line ↗Themistoklis Gouleakis, Konstantinos Lakis, Golnoosh Shahkarami13 citations
MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data ↗Cheng Huang, Cong Bai, Sixian Chan et al.13 citations
MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network ↗Xiaoling Luo, Chengliang Liu, Wai Keung Wong et al.13 citations
Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning ↗Mingyang Wang, Zhenshan Bing, Xiangtong Yao et al.13 citations
Multi-Domain Generalized Graph Meta Learning ↗Mingkai Lin, Wenzhong Li, Ding Li et al.13 citations
Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation ↗Boxiang Zhang, Zunran Wang, Yonggen Ling et al.13 citations
Neighborhood-Regularized Self-Training for Learning with Few Labels ↗Ran Xu, Yue Yu, Hejie Cui et al.13 citations
One-Shot Replay: Boosting Incremental Object Detection via Retrospecting One Object ↗Dongbao Yang, Yu Chen Zhou, Xiaopeng Hong et al.13 citations
POEM: Polarization of Embeddings for Domain-Invariant Representations ↗Sang-Yeong Jo, S.W. Yoon13 citations
Predict+Optimize for Packing and Covering LPs with Unknown Parameters in Constraints ↗Xinyi Hu, Jasper C. H. Lee, Jimmy Lee13 citations
Proportionality in Approval-Based Participatory Budgeting ↗Markus Brill, Stefan Förster, Martin Lackner et al.13 citations
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores ↗Ziqi Yang, Lijin Wang, Da Young Yang et al.13 citations
Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets ↗Zongqi Wan, Zhijie Zhang, Tongyang Li et al.13 citations
SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation ↗Wanqing Zhu, Jia-Li Yin, Bo‐Hao Chen et al.13 citations
STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning ↗Nikhil Kumar Singh, Indranil Saha13 citations
Self-Supervised Joint Dynamic Scene Reconstruction and Optical Flow Estimation for Spiking Camera ↗Shiyan Chen, Zhaofei Yu, Tiejun Huang13 citations
Semi-transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval ↗Ce Ge, Jingyu Wang, Qi Qi et al.13 citations
SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition ↗Yichong Leng, Xu Tan, Wenjie Liu et al.13 citations
Text to Point Cloud Localization with Relation-Enhanced Transformer ↗Guangzhi Wang, Hehe Fan, Mohan Kankanhalli13 citations
Unbalanced CO-optimal Transport ↗Quang Huy Tran, Hicham Janati, Nicolas Courty et al.13 citations
Unsupervised Deep Embedded Fusion Representation of Single-Cell Transcriptomics ↗Yue Cheng, Yanchi Su, Zhuohan Yu et al.13 citations
Unsupervised Deep Video Denoising with Untrained Network ↗Huan Zheng, Tongyao Pang, Hui Ji13 citations
What Do You MEME? Generating Explanations for Visual Semantic Role Labelling in Memes ↗Shivam Kumar Sharma, Siddhant Agarwal, Tharun Suresh et al.13 citations

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📰 Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers