Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers
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- Encoding Human Domain Knowledge to Warm Start Reinforcement Learning ↗Andrew Silva, Matthew Gombolay33 citations
- Image Captioning with Context-Aware Auxiliary Guidance ↗Zeliang Song, Xiaofei Zhou, Zhendong Mao et al.33 citations
- Improving Hierarchical Planning Performance by the Use of Landmarks ↗Mohamed Elkawkagy, Pascal Bercher, Bernd Schattenberg et al.33 citations
- Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances ↗Kiri L. Wagstaff, Steven Lu, Emily R. Dunkel et al.33 citations
- Measuring Dependence with Matrix-based Entropy Functional ↗Shujian Yu, Francesco Alesiani, Xi Yu et al.33 citations
- Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts ↗Hanmeng Liu, Leyang Cui, Jian Liu et al.33 citations
- Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis ↗Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti et al.33 citations
- RTS3D: Real-time Stereo 3D Detection from 4D Feature-Consistency Embedding Space for Autonomous Driving ↗Peixuan Li, Shun Su, Huaici Zhao33 citations
- Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition ↗Benjia Zhou, Yunan Li, Jun Wan33 citations
- SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition ↗Chengwei Zhang, Yunlu Xu, Zhanzhan Cheng et al.33 citations
- Symbolic Dynamic Programming for Continuous State and Action MDPs ↗Zahra Zamani, Scott Sanner, Cheng Fang33 citations
- Taxonomy Completion via Triplet Matching Network ↗Jieyu Zhang, Xiangchen Song, Ying Zeng et al.33 citations
- Towards Population Scale Activity Recognition: A Framework for Handling Data Diversity ↗Saeed Abdullah, Nicholas D. Lane, Tanzeem Choudhury33 citations
- Towards Universal Physical Attacks on Single Object Tracking ↗Li Ding, Yongwei Wang, Kaiwen Yuan et al.33 citations
- Universal Trading for Order Execution with Oracle Policy Distillation ↗Yuchen Fang, Kan Ren, Weiqing Liu et al.33 citations
- A Lightweight Neural Model for Biomedical Entity Linking ↗Lihu Chen, Gael P. Varoquaux, Fabian M. Suchanek32 citations
- Benchmarking Ontology-Based Query Rewriting Systems ↗Martha Imprialou, Giorgos Stoilos, Bernardo Cuenca Grau32 citations
- CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting ↗Chaoyun Zhang, Marco Fiore, Iain Murray et al.32 citations
- Computing Stackelberg Equilibria in Discounted Stochastic Games ↗Yevgeniy Vorobeychik, Satinder Pal Singh32 citations
- Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition ↗Dae Ha Kim, Byung Cheol Song32 citations
- Dense Events Grounding in Video ↗Peijun Bao, Qian Zheng, Yadong Mu32 citations
- Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction ↗Chun-Mei Feng, Zhanyuan Yang, Geng Chen et al.32 citations
- Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting ↗Yuhang He, Zhiheng Ma, Xing Wei et al.32 citations
- Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks ↗Yuhang Yao, Carlee Joe‐Wong32 citations
- Kernel-Based Reinforcement Learning on Representative States ↗Branislav Kveton, Georgios Theocharous32 citations
- Learnable Dynamic Temporal Pooling for Time Series Classification ↗Dongha Lee, Seonghyeon Lee, Hwanjo Yu32 citations
- Learning Light-Weight Translation Models from Deep Transformer ↗Bei Li, Ziyang Wang, Hui Liu et al.32 citations
- Learning Representations for Incomplete Time Series Clustering ↗Qianli Ma, Chuxin Chen, Sen Li et al.32 citations
- MeInGame: Create a Game Character Face from a Single Portrait ↗Jiangke Lin, Yi Yuan, Zhengxia Zou32 citations
- Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels ↗Pengfei Chen, Junjie Ye, Guangyong Chen et al.32 citations
- Signaling in Bayesian Network Congestion Games: the Subtle Power of Symmetry ↗Matteo Castiglioni, Andrea Celli, Alberto Marchesi et al.32 citations
- TRQ: Ternary Neural Networks With Residual Quantization ↗Yue Li, Wenrui Ding, Chunlei Liu et al.32 citations
- Visual Tracking via Hierarchical Deep Reinforcement Learning ↗Dawei Zhang, Zheng Zheng, Riheng Jia et al.32 citations
- Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling ↗Jia‐Qi Yang, Xiang Li, Shuguang Han et al.31 citations
- Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling ↗Hong Chen, Yifei Huang, Hiroya Takamura et al.31 citations
- Community-Aware Multi-Task Transportation Demand Prediction ↗Hao Liu, Qiyu Wu, Fuzhen Zhuang et al.31 citations
- Explainable Models with Consistent Interpretations ↗Vipin Pillai, Hamed Pirsiavash31 citations
- GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks ↗Yi Li, Yilun Jin, Guojie Song et al.31 citations
- Keyword-Guided Neural Conversational Model ↗Peixiang Zhong, Yong Liu, Hao Wang et al.31 citations
- Linearly Replaceable Filters for Deep Network Channel Pruning ↗Donggyu Joo, Eojindl Yi, Sunghyun Baek et al.31 citations
- Manifold Warping: Manifold Alignment over Time ↗Hoa T. Vu, Clifton Carey, Sridhar Mahadevan31 citations
- Memory-Augmented Image Captioning ↗Zhengcong Fei31 citations
- Multilingual Transfer Learning for QA using Translation as Data Augmentation ↗Mihaela A. Bornea, Lin Pan, Sara Rosenthal et al.31 citations
- Opinion Target Extraction Using a Shallow Semantic Parsing Framework ↗Shoushan Li, Rongyang Wang, Guodong Zhou31 citations
- Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests ↗Xi Alice Gao, Yoram Bachrach, Peter B. Key et al.31 citations
- Re-TACRED: Addressing Shortcomings of the TACRED Dataset ↗George Stoica, Emmanouil Antonios Platanios, Barnabás Póczos31 citations
- Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking ↗Yingjie Gu, Xiaoye Qu, Zhefeng Wang et al.31 citations
- Relation-aware Graph Attention Model with Adaptive Self-adversarial Training ↗Xiao Qin, Nasrullah Sheikh, Berthold Reinwald et al.31 citations
- Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks ↗Yoon‐Je Suh, Byung Hyung Kim31 citations
- SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-Identification ↗Xiaoke Jiang, Yu Qiao, Junjie Yan et al.31 citations
- Semantic-guided Reinforced Region Embedding for Generalized Zero-Shot Learning ↗Jiannan Ge, Hongtao Xie, Shaobo Min et al.31 citations
- Social Context-Aware Trust Network Discovery in Complex Contextual Social Networks ↗Guanfeng Liu, Yan Wang, Mehmet Ali Orgun31 citations
- Teaching Reinforcement Learning with Mario: An Argument and Case Study ↗Matthew Edmund Taylor31 citations
- Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context ↗Ziyi Liu, Le Wang, Wei Tang et al.31 citations
- ASHF-Net: Adaptive Sampling and Hierarchical Folding Network for Robust Point Cloud Completion ↗Daoming Zong, Shiliang Sun, Jing Zhao30 citations
- Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition ↗Yubei Xiao, Ke Gong, Pan Zhou et al.30 citations
- Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification ↗Guile Wu, Shaogang Gong30 citations
- Defending against Backdoors in Federated Learning with Robust Learning Rate ↗Mustafa Safa Özdayi, Murat Kantarcıoğlu, Yulia R. Gel30 citations
- Dynamic Position-aware Network for Fine-grained Image Recognition ↗Shijie Wang, Haojie Li, Zhihui Wang et al.30 citations
- Evidence Inference Networks for Interpretable Claim Verification ↗Lianwei Wu, Yuan Rao, Ling Sun et al.30 citations
- It Takes Two to Empathize: One to Seek and One to Provide ↗Mahshid Hosseini, Cornelia Caragea30 citations
- Lifelong and Continual Learning Dialogue Systems: Learning during Conversation ↗Bing Liu, Sahisnu Mazumder30 citations
- Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation ↗Yuhang Ding, Xin Feng Yu, Yi Ping Yang30 citations
- PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector ↗Chuan Wen Luo, Pu Zhao, Chen Chen et al.30 citations
- Patrol Strategies to Maximize Pristine Forest Area ↗Matthew Johnson, Fei Fang, Milind Tambe30 citations
- Probabilistic Alternating-Time Temporal Logic of Incomplete Information and Synchronous Perfect Recall ↗Xiaowei Huang, Kaile Su, Chenyi Zhang30 citations
- REWOrD: Semantic Relatedness in the Web of Data ↗Giuseppe Pirrò30 citations
- SMART: A Situation Model for Algebra Story Problems via Attributed Grammar ↗Yining Hong, Qing Li, Ran Gong et al.30 citations
- Scalable Verification of Quantized Neural Networks ↗Thomas A. Henzinger, Mathias Lechner, Đorđe Žikelić30 citations
- Social Cognition: Memory Decay and Adaptive Information Filtering for Robust Information Maintenance ↗David Reitter, Christian J. Lebiere30 citations
- TextGAIL: Generative Adversarial Imitation Learning for Text Generation ↗Qingyang Wu, Lei Li, Zhou Yu30 citations
- Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning ↗Haotian Fu, Hongyao Tang, Jianye Hao et al.30 citations
- TreeCaps: Tree-Based Capsule Networks for Source Code Processing ↗Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang30 citations
- A Permutation-Equivariant Neural Network Architecture For Auction Design ↗Jad Rahme, Samy Jelassi, Joan Bruna et al.29 citations
- Advances in Lifted Importance Sampling ↗Vibhav Gogate, Abhay Jha, Deepak Venugopal29 citations
- Data-Free Knowledge Distillation with Soft Targeted Transfer Set Synthesis ↗Zi Wang29 citations
- End-to-end Semantic Role Labeling with Neural Transition-based Model ↗Hao Fei, Meishan Zhang, Bobo Li et al.29 citations
- Fair and Truthful Mechanisms for Dichotomous Valuations ↗Moshe Babaioff, Tomer Ezra, Uriel Feige29 citations
- Frugal Optimization for Cost-related Hyperparameters ↗Qingyun Wu, Chi Wang, Silu Huang29 citations
- Hierarchical Graph Capsule Network ↗Jinyu Yang, Peilin Zhao, Yu Rong et al.29 citations
- Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search ↗Taoan Huang, Sven Koenig, Bistra Dilkina29 citations
- MASKER: Masked Keyword Regularization for Reliable Text Classification ↗Seung Jun Moon, Sangwoo Mo, Kimin Lee et al.29 citations
- RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims ↗P. Gandhi Prakash, Srinivas Chilukuri, Nikhil Ranade et al.29 citations
- Rethinking Object Detection in Retail Stores ↗Yuanqiang Cai, Longyin Wen, Libo Zhang et al.29 citations
- Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric ↗Ivan P. Yamshchikov, Viacheslav Shibaev, Nikolai Alexandrovich Khlebnikov et al.29 citations
- Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis ↗Xiaofeng Liu, Xiongchang Liu, Bo Hu et al.29 citations
- Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage ↗Chengcheng Yang, Lisi Chen, Hao Wang et al.29 citations
- AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks ↗Youngmin Ro, Jin Young Choi28 citations
- Bringing UMAP Closer to the Speed of Light with GPU Acceleration ↗Corey Nolet, Victor Lafargue, Edward Raff et al.28 citations
- Constructing a Fair Classifier with Generated Fair Data ↗Taeuk Jang, Feng Zheng, Xiaoqian Wang28 citations
- Contrastive Transformation for Self-supervised Correspondence Learning ↗Ning Wang, Wengang Zhou, Houqiang Li28 citations
- Dynamic Modeling Cross- and Self-Lattice Attention Network for Chinese NER ↗Shan Zhao, Minghao Hu, Zhiping Cai et al.28 citations
- Efficient Object-Level Visual Context Modeling for Multimodal Machine Translation: Masking Irrelevant Objects Helps Grounding ↗Dexin Wang, Deyi Xiong28 citations
- Factored Models for Multiscale Decision-Making in Smart Grid Customers ↗Prashant P. Reddy, Manuela Veloso28 citations
- Future-Guided Incremental Transformer for Simultaneous Translation ↗Shaolei Zhang, Yang Feng, Liangyou Li28 citations
- Introduction to Machine Learning with Robots and Playful Learning ↗Viktoriya Olari, Kostadin Cvejoski, Øyvind Eide28 citations
- Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling ↗Hongying Liu, Peng Zhao, Zhubo Ruan et al.28 citations
- Multi-scale Graph Fusion for Co-saliency Detection ↗Rongyao Hu, Zhenyun Deng, Xiaofeng Zhu28 citations
- Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray ↗Weinan Song, Yuan Liang, Jiawei Yang et al.28 citations
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