Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers
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- Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing ↗Dong Zhang, Xincheng Ju, Wei Zhang et al.51 citations
- Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning ↗Syed Zawad, Ahsan Zil E. Ali, Pin‐Yu Chen et al.50 citations
- Design and Optimization of an Omnidirectional Humanoid Walk: A Winning Approach at the RoboCup 2011 3D Simulation Competition ↗Patrick MacAlpine, Samuel Barrett, Daniel Urieli et al.50 citations
- Learning by Fixing: Solving Math Word Problems with Weak Supervision ↗Yining Hong, Qing Li, Daniel Ciao et al.50 citations
- MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization ↗Tianfan Fu, Cao Xiao, Xinhao Li et al.50 citations
- Progressive Network Grafting for Few-Shot Knowledge Distillation ↗Chengchao Shen, Xinchao Wang, Youtan Yin et al.50 citations
- Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling ↗Yicheng Zou, Lujun Zhao, Yangyang Kang et al.50 citations
- Towards Discovering What Patterns Trigger What Labels ↗Yufeng Li, Ju-Hua Hu, Yuang Jiang et al.50 citations
- BERT & Family Eat Word Salad: Experiments with Text Understanding ↗Ashim Gupta, Giorgi Kvernadze, Vivek Srikumar49 citations
- Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images ↗Xiaofei Wang, Mai Xu, Jicong Zhang et al.49 citations
- Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging ↗He Sun, Katherine L. Bouman49 citations
- IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks ↗Insu Jeon, Wonkwang Lee, Myeongjang Pyeon et al.49 citations
- MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records ↗Zhen Xu, David R. So, Andrew M. Dai49 citations
- SSD-GAN: Measuring the Realness in the Spatial and Spectral Domains ↗Yuanqi Chen, Ge Li, Cece Jin et al.49 citations
- Scheduled Sampling in Vision-Language Pretraining with Decoupled Encoder-Decoder Network ↗Yehao Li, Yingwei Pan, Ting Yao et al.49 citations
- Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal ↗Xiaodong Cun, Chi‐Man Pun49 citations
- Temporal Relational Modeling with Self-Supervision for Action Segmentation ↗Dong Wang, Di Hu, Xingjian Li et al.49 citations
- Training Spiking Neural Networks with Accumulated Spiking Flow ↗Hao Wu, Yueyi Zhang, Wenming Weng et al.49 citations
- A Tractable First-Order Probabilistic Logic ↗Pedro Domingos, William Webb48 citations
- Action Selection for MDPs: Anytime AO* Versus UCT ↗Blai Bonet, Héctor Geffner48 citations
- Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation ↗Ning Bian, Xianpei Han, Bo Chen et al.48 citations
- Classification by Attention: Scene Graph Classification with Prior Knowledge ↗Sahand Sharifzadeh, Sina Moayed Baharlou, Volker Tresp48 citations
- Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search ↗Chuchu Han, Zhedong Zheng, Changxin Gao et al.48 citations
- GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients ↗Chaohe Zhang, Xin Gao, Liantao Ma et al.48 citations
- GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning ↗Guojia Wan, Bo Du48 citations
- Last-Mile Restoration for Multiple Interdependent Infrastructures ↗Carleton Coffrin, Pascal Van Hentenryck, Russell W. Bent48 citations
- Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues ↗Ruijian Xu, Chongyang Tao, Daxin Jiang et al.48 citations
- Rethinking Graph Regularization for Graph Neural Networks ↗Han Yang, Kaili Ma, James Sheung-Chak Cheng48 citations
- Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination ↗Peng‐Shuai Wang, Yu-Qi Yang, Qian-Fang Zou et al.48 citations
- BabelRelate! A Joint Multilingual Approach to Computing Semantic Relatedness ↗Roberto Navigli A, Simone Paolo Ponzetto47 citations
- Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation ↗Soopil Kim, Sion An, Philip Chikontwe et al.47 citations
- Consecutive Decoding for Speech-to-text Translation ↗Qianqian Dong, Mingxuan Wang, Hao Zhou et al.47 citations
- Enhancing Scientific Papers Summarization with Citation Graph ↗Chenxin An, Ming Zhong, Yiran Chen et al.47 citations
- From Label Smoothing to Label Relaxation ↗Julian Lienen, Eyke Hüllermeier47 citations
- Generalising without Forgetting for Lifelong Person Re-Identification ↗Guile Wu, Shaogang Gong47 citations
- Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition ↗Jin-Wen Wu, Fei Yin, Yanming Zhang et al.47 citations
- Image-to-Image Retrieval by Learning Similarity between Scene Graphs ↗Sangwoong Yoon, Woo Young Kang, Sungwook Jeon et al.47 citations
- Modeling Context Aware Dynamic Trust Using Hidden Markov Model ↗Xin Liu, Anwitaman Datta47 citations
- On Maxsum Fair Cake Divisions ↗Steven J. Brams, Michal Feldman, John K. Lai et al.47 citations
- Scheduling of Time-Varying Workloads Using Reinforcement Learning ↗Shanka Subhra Mondal, Nikhil Sheoran, Subrata Mitra47 citations
- Sensing the Air We Breathe — The OpenSense Zurich Dataset ↗Jason Jingshi Li, Boi V. Faltings, Olga Saukh et al.47 citations
- Toward Understanding the Influence of Individual Clients in Federated Learning ↗Yihao Xue, Chaoyue Niu, Zhenzhe Zheng et al.47 citations
- Type-augmented Relation Prediction in Knowledge Graphs ↗Zijun Cui, Pavan Kapanipathi, Kartik Talamadupula et al.47 citations
- UWSpeech: Speech to Speech Translation for Unwritten Languages ↗Chen Zhang, Xu Tan, Yi Ren et al.47 citations
- Weighted Clustering ↗Margareta Ackerman, Shai Ben-David, Simina Brânzei et al.47 citations
- A Bottom-Up DAG Structure Extraction Model for Math Word Problems ↗Yixuan Cao, Feng Hong, Hongwei Li et al.46 citations
- Adversarial Directed Graph Embedding ↗Shijie Zhu, Jianxin Li, Hao Ming Peng et al.46 citations
- Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference ↗Yichao Zhou, Yu Yan, Rujun Han et al.46 citations
- Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning ↗Paola Cascante-Bonilla, Fuwen Tan, Yanjun Qi et al.46 citations
- Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue ↗Longxiang Liu, Zhuosheng Zhang, Hai Zhao et al.46 citations
- Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation ↗Shuai Lin, Pan Zhou, Xiaodan Liang et al.46 citations
- LRTDP Versus UCT for Online Probabilistic Planning ↗Andrey Kolobov, Mausam Mausam, Daniel S. Weld46 citations
- Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans ↗Fatih Altay, Guillermo Ramón Sánchez, Yanli Zhang‐James et al.46 citations
- Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters ↗Xudong Wang, Stella X. Yu46 citations
- Using the Web to Interactively Learn to Find Objects ↗Mehdi Samadi, Thomas Kollar, Manuela Veloso46 citations
- What are GANs?: Introducing Generative Adversarial Networks to Middle School Students ↗Safinah Ali, Daniella DiPaola, Cynthia Breazeal46 citations
- Differentially Private and Fair Deep Learning: A Lagrangian Dual Approach ↗Cuong Tran, Ferdinando Fioretto, Pascal Van Hentenryck45 citations
- EQG-RACE: Examination-Type Question Generation ↗Xin Jia, Wenjie Zhou, Xu Sun et al.45 citations
- How Does Data Augmentation Affect Privacy in Machine Learning? ↗Dahua Yu, Huishuai Zhang, Wei Chen et al.45 citations
- How Does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? ↗Zhong Li, Zhen Fang, Feng Liu et al.45 citations
- Looking Wider for Better Adaptive Representation in Few-Shot Learning ↗Jiabao Zhao, Yifan Yang, Xin Alex Lin et al.45 citations
- Planning as an Iterative Process ↗David Edward Smith45 citations
- Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances ↗Sijie He, Xinyan Li, Timothy DelSole et al.45 citations
- XL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense Disambiguation ↗Tommaso Pasini, Alessandro Raganato, Roberto Navigli A45 citations
- Aligning Artificial Neural Networks and Ontologies towards Explainable AI ↗Manuel de Sousa Ribeiro, João Alexandre Leite44 citations
- Deep Frequency Principle Towards Understanding Why Deeper Learning Is Faster ↗Zhi‐Qin John Xu, Hanxu Zhou44 citations
- Early Safety Warnings for Long-Distance Pipelines: A Distributed Optical Fiber Sensor Machine Learning Approach ↗Yiyuan Yang, Yi Li, Taojia Zhang et al.44 citations
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training ↗Lucien K. L. Ng, Sherman S. M. Chow, Anna P. Y. Woo et al.44 citations
- Learning Disentangled Representation for Fair Facial Attribute Classification via Fairness-aware Information Alignment ↗Sungho Park, Sunhee Hwang, Dohyung Kim et al.44 citations
- MAXSAT Heuristics for Cost Optimal Planning ↗Lei Zhang, Fahiem Bacchus A44 citations
- Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks ↗Weihao Tan, Devdhar Patel, Róbert Kozma44 citations
- Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer ↗Suhyeon Lee, Junhyuk Hyun, Hongje Seong et al.44 citations
- A Supervised Multi-Head Self-Attention Network for Nested Named Entity Recognition ↗Yongxiu Xu, Heyan Huang, Chong Feng et al.43 citations
- Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans ↗Xin James He, Shihao Wang, Xiaowen Chu et al.43 citations
- Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection ↗Tiancai Wang, Tong Yang, Jiale Cao et al.43 citations
- Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management ↗Rundong Wang, Hongxin Wei, Bo An et al.43 citations
- DeepRobust: a Platform for Adversarial Attacks and Defenses ↗Yaxin Li, Wei Jin, Han Xu et al.43 citations
- Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation ↗Jinwei Xing, Takashi Nagata, Kexin Chen et al.43 citations
- Efficient Poverty Mapping from High Resolution Remote Sensing Images ↗Kumar Ayush, Burak Uzkent, Kumar Tanmay et al.43 citations
- ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces ↗Zecheng He, Srinivas Sunkara, Xiaoxue Zang et al.42 citations
- Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems ↗Zhengyu Chen, Ziqing Xu, Donglin Wang42 citations
- Delivering the Smart Grid: Challenges for Autonomous Agents and Multi-Agent Systems Research ↗Alex Rogers, Sarvapali D. Ramchurn, Nicholas R. Jennings42 citations
- Dual Distribution Alignment Network for Generalizable Person Re-Identification ↗Peixian Chen, Pingyang Dai, Jianzhuang Liu et al.42 citations
- Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos ↗Yu Cheng, Bo Wang, Bo Yang et al.42 citations
- The Adapter-Bot: All-In-One Controllable Conversational Model ↗Zhaojiang Lin, Andrea Madotto, Yejin Bang et al.42 citations
- Adaptive Step-Size for Online Temporal Difference Learning ↗William Dabney, Andrew G. Barto41 citations
- Any-Precision Deep Neural Networks ↗Haichao Yu, Haoxiang Li, Humphrey Shi et al.41 citations
- Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition ↗Siteng Huang, Min Zhang, Yachen Kang et al.41 citations
- Consensus Graph Representation Learning for Better Grounded Image Captioning ↗Wenqiao Zhang, Haochen Shi, Siliang Tang et al.41 citations
- Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder ↗Hyemi Kim, Seungjae Shin, JoonHo Jang et al.41 citations
- DeepDT: Learning Geometry From Delaunay Triangulation for Surface Reconstruction ↗Yiming Luo, Zhenxing Mi, Wenbing Tao41 citations
- ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning ↗Tomer Golany, Daniel Freedman, Kira Radinsky41 citations
- End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images ↗Jung-Hee Kim, Siyeong Lee, Suk‐Ju Kang41 citations
- FaceController: Controllable Attribute Editing for Face in the Wild ↗Zhiliang Xu, Xiyu Yu, Zhibin Hong et al.41 citations
- Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble ↗Prithwish Chakraborty, Manish Marwah, Martin F. Arlitt et al.41 citations
- How Linguistically Fair Are Multilingual Pre-Trained Language Models? ↗Monojit Choudhury, Amit Deshpande41 citations
- Instance Mining with Class Feature Banks for Weakly Supervised Object Detection ↗Yufei Yin, Jiajun Deng, Wengang Zhou et al.41 citations
- Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution ↗Xin Li, Xin Jin, Tao Yu et al.41 citations
- MARTA: Leveraging Human Rationales for Explainable Text Classification ↗Inès Arous, Ljiljana Dolamic, Jie Chi Yang et al.41 citations
- Merging Statistical Feature via Adaptive Gate for Improved Text Classification ↗Xianming Li, Zongxi Li, Haoran Xie et al.41 citations
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