【AAAI】AAAI2020录用论文汇总(一) - 知乎

03/19 20:04
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https://zhuanlan.zhihu.com/p/109397805


因为AAAI的接受论文官方还没有放出,并且放的也是出奇的慢,本文汇总了23日在arxiv上挂出来的AAAI2020文章,供大家挑选感兴趣的文章下载。

AAAI2020论文汇总(part 1)

[1] MA-DST: Multi-Attention Based Scalable Dialog State Tracking链接 | https://arxiv.org/pdf/2002.08898分类 | cs.CL cs.AI cs.LG stat.ML备注 | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020)

[2] Multi-Agent Reinforcement Learning as a Computational Tool for Language Evolution Research: Historical Context and Future Challenges链接 | https://arxiv.org/pdf/2002.08878分类 | cs.MA cs.CL cs.LG

[3] Guiding attention in Sequence-to-sequence models for Dialogue Act prediction链接 | https://arxiv.org/pdf/2002.08801分类 | cs.CL cs.LG

[4] Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment链接 | https://arxiv.org/pdf/2002.08675分类 | cs.LG cs.CV stat.ML备注 | Accepted to AAAI 2020

[5] Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching链接 | https://arxiv.org/pdf/2002.08510分类 | cs.CV备注 | Accepted by AAAI-20

[6] Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent链接 | https://arxiv.org/pdf/2002.07891分类 | cs.LG cs.CR cs.CV stat.ML备注 | accepted by AAAI 2020

[7] Manipulating Districts to Win Elections: Fine-Grained Complexity链接 | https://arxiv.org/pdf/2002.07607分类 | cs.DS备注 | Presented at AAAI-20

[8] Knowledge Integration Networks for Action Recognition链接 | https://arxiv.org/pdf/2002.07471分类 | cs.CV备注 | To appear in AAAI 2020

[9] Adversarial Deep Network Embedding for Cross-network Node Classification链接 | https://arxiv.org/pdf/2002.07366分类 | cs.SI cs.LG

[10] Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack链接 | https://arxiv.org/pdf/2002.07214分类 | cs.LG cs.CR stat.ML备注 | Published at AAAI'20

[11] DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories链接 | https://arxiv.org/pdf/2002.06832分类 | cs.CV备注 | 7 pages, AAAI 2020 accepted paper

[12] Residual Continual Learning链接 | https://arxiv.org/pdf/2002.06774分类 | cs.LG stat.ML备注 | AAAI 2020

[13] Neural Machine Translation with Joint Representation链接 | https://arxiv.org/pdf/2002.06546分类 | cs.CL备注 | AAAI 2020

[14] Facial Attribute Capsules for Noise Face Super Resolution链接 | https://arxiv.org/pdf/2002.06518分类 | cs.CV备注 | To appear in AAAI 2020

[15] Video Face Super-Resolution with Motion-Adaptive Feedback Cell链接 | https://arxiv.org/pdf/2002.06378分类 | cs.CV备注 | To appear in AAAI 2020

[16] Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks链接 | https://arxiv.org/pdf/2002.06199分类 | cs.NE备注 | AAAI 2020 (Oral)

[17] Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States链接 | https://arxiv.org/pdf/2002.05780分类 | q-fin.PM cs.LG stat.ML备注 | AAAI 2020

[18] The Efficiency of Human Cognition Reflects Planned Information Processing链接 | https://arxiv.org/pdf/2002.05769分类 | cs.AI备注 | 13 pg (incl. supplemental materials); included in Proceedings of the 34th AAAI Conference on Artificial Intelligence

[19] Steps Towards Value-Aligned Systems链接 | https://arxiv.org/pdf/2002.05672分类 | cs.CY备注 | To appear in Proceedings of the 2020 AAAI ACM Conference on AI, Ethics, and Society (AIES '20), February 7-8, 2020, New York, NY, USA. 5 pages, 2 figures

[20] Learning Occupational Task-Shares Dynamics for the Future of Work链接 | https://arxiv.org/pdf/2002.05655分类 | cs.CY cs.LG stat.AP stat.ML备注 | 9 pages, 5 figures, 6 tables, Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2020

[21] Multi-Agent Reinforcement Learning and Human Social Factors in Climate Change Mitigation链接 | https://arxiv.org/pdf/2002.05147分类 | cs.MA备注 | Accepted paper at COMARL AAAI 2020

[22] A Bayesian Approach to Conversational Recommendation Systems链接 | https://arxiv.org/pdf/2002.05063分类 | cs.AI cs.IR备注 | Accepted for oral presentation at the \emph{AAAI 2020 Workshop on Interactive and Conversational Recommendation Systems} (WICRS)

[23] Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models链接 | https://arxiv.org/pdf/2002.05058分类 | cs.CL cs.LG备注 | AAAI 2020

[24] Bi-Directional Generation for Unsupervised Domain Adaptation链接 | https://arxiv.org/pdf/2002.04869分类 | cs.CV备注 | 9 pages, 4 figures

[25] Infinity Learning: Learning Markov Chains from Aggregate Steady-State Observations链接 | https://arxiv.org/pdf/2002.04186分类 | cs.LG stat.ML

[26] Learning to Incorporate Structure Knowledge for Image Inpainting链接 | https://arxiv.org/pdf/2002.04170分类 | cs.CV cs.LG eess.IV备注 | Accepted by AAAI 2020

[27] Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification链接 | https://arxiv.org/pdf/2002.04114分类 | cs.CV备注 | accepted by AAAI'20

[28] Improving the Evaluation of Generative Models with Fuzzy Logic链接 | https://arxiv.org/pdf/2002.03772分类 | cs.CV cs.LG备注 | AAAI 2020 Meta-Eval

[29] Convolutional Hierarchical Attention Network for Query-Focused Video Summarization链接 | https://arxiv.org/pdf/2002.03740分类 | cs.CV备注 | Accepted by AAAI 2020 Conference

[30] SPAN: A Stochastic Projected Approximate Newton Method链接 | https://arxiv.org/pdf/2002.03687分类 | math.OC cs.LG备注 | To Appear in the AAAI 2020, 25 pages, 6 figures

[31] Evaluating Sequence-to-Sequence Learning Models for If-Then Program Synthesis链接 | https://arxiv.org/pdf/2002.03485分类 | cs.LG stat.ML备注 | AAAI IPA workshop submission

[32] Diversity and Inclusion Metrics in Subset Selection链接 | https://arxiv.org/pdf/2002.03256分类 | cs.AI

[33] SUOD: Toward Scalable Unsupervised Outlier Detection链接 | https://arxiv.org/pdf/2002.03222分类 | cs.LG cs.IR stat.ML备注 | In AAAI-20 Workshop on Artificial Intelligence for Cyber Security (AICS)

[34] Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition链接 | https://arxiv.org/pdf/2002.03187分类 | cs.CV备注 | Accepted as an oral presentation paper at AAAI 2020. (To appear in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence)

[35] Symbiotic Attention with Privileged Information for Egocentric Action Recognition链接 | https://arxiv.org/pdf/2002.03137分类 | cs.CV备注 | AAAI-2020(Oral)

[36] Generalized Hidden Parameter MDPs Transferable Model-based RL in a Handful of Trials链接 | https://arxiv.org/pdf/2002.03072分类 | cs.LG cs.AI stat.ML备注 | paper presented at AAAI 2020 as oral presentation, 9 pages

[37] Assessing the Adversarial Robustness of Monte Carlo and Distillation Methods for Deep Bayesian Neural Network Classification链接 | https://arxiv.org/pdf/2002.02842分类 | cs.LG stat.ML备注 | Presented at SafeAI Workshop, AAAI 2020

[38] Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network链接 | https://arxiv.org/pdf/2002.02814分类 | cs.CV cs.LG备注 | 16 pages, 13 figutes. Accepted by AAAI 2020. Code and data are available at https://github.com/Maryeon/asen

[39] Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation链接 | https://arxiv.org/pdf/2002.02095分类 | cs.CL cs.LG备注 | AAAI 2020

[40] Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and Videos链接 | https://arxiv.org/pdf/2002.01955分类 | cs.LG cs.CY备注 | Accepted at AAAI 2020 AI4Edu Workshop

[41] Discontinuous Constituent Parsing with Pointer Networks链接 | https://arxiv.org/pdf/2002.01824分类 | cs.CL备注 | Proceedings of AAAI 2020. 8 pages

[42] Proximity Preserving Binary Code using Signed Graph-Cut链接 | https://arxiv.org/pdf/2002.01793分类 | cs.LG cs.CV cs.IR stat.ML

[43] I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance链接 | https://arxiv.org/pdf/2002.01726分类 | cs.IR cs.LG cs.SI备注 | AAAI-20

[44] Parsing as Pretraining链接 | https://arxiv.org/pdf/2002.01685分类 | cs.CL cs.LG备注 | AAAI 2020 - The Thirty-Fourth AAAI Conference on Artificial Intelligence

[45] Improved Subsampled Randomized Hadamard Transform for Linear SVM链接 | https://arxiv.org/pdf/2002.01628分类 | cs.LG stat.ML备注 | AAAI-20

[46] Dropout Prediction over Weeks in MOOCs via Interpretable Multi-Layer Representation Learning链接 | https://arxiv.org/pdf/2002.01598分类 | cs.LG cs.AI备注 | Accepted at AAAI 2020 AI4Edu Workshop

[47] Iterative Data Programming for Expanding Text Classification Corpora链接 | https://arxiv.org/pdf/2002.01412分类 | cs.LG cs.CL备注 | 6 pages, 2 figures, In Proceedings of the AAAI Conference on Artificial Intelligence 2020 (IAAI Technical Track: Emerging Papers)

[48] Schema-Guided Dialogue State Tracking Task at DSTC8链接 | https://arxiv.org/pdf/2002.01359分类 | cs.CL备注 | Presented at DSTC workshop, AAAI 2020. arXiv admin note: text overlap with arXiv:1909.05855

[49] GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition链接 | https://arxiv.org/pdf/2002.01276分类 | cs.CV cs.LG eess.IV备注 | Accepted by AAAI 2020

[50] Syntactically Look-Ahead Attention Network for Sentence Compression链接 | https://arxiv.org/pdf/2002.01145分类 | cs.CL备注 | AAAI 2020

[51] Limitations of Incentive Compatibility on Discrete Type Spaces链接 | https://arxiv.org/pdf/2002.01046分类 | cs.GT备注 | 11 pages, 2 figures, to be published in Thirty-Fourth AAAI Conference on Artificial Intelligence

[52] Be-CAPTCHA: Detecting Human Behavior in Smartphone Interaction using Multiple Inbuilt Sensors链接 | https://arxiv.org/pdf/2002.00918分类 | cs.HC cs.CR备注 | AAAI-20 Workshop on Artificial Intelligence for Ciber Security (AICS), New York, NY, USA, February 2020. AICS-2020 Workshop

[53] Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel链接 | https://arxiv.org/pdf/2002.00901分类 | stat.ML cs.LG cs.SI备注 | AAAI 2020

[54] Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling链接 | https://arxiv.org/pdf/2002.00774分类 | cs.CV备注 | AAAI 2020 paper

[55] DWM: A Decomposable Winograd Method for Convolution Acceleration链接 | https://arxiv.org/pdf/2002.00552分类 | cs.LG cs.CV eess.IV备注 | Accepted by AAAI 2020

[56] Combating False Negatives in Adversarial Imitation Learning链接 | https://arxiv.org/pdf/2002.00412分类 | cs.LG cs.AI stat.ML备注 | This is an extended version of the student abstract published at 34th AAAI Conference on Artificial Intelligence

[57] Fine-Tuning BERT for Schema-Guided Zero-Shot Dialogue State Tracking链接 | https://arxiv.org/pdf/2002.00181分类 | cs.CL备注 | Present on the DSTC8 Workshop @ AAAI-2020

[58] Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning链接 | https://arxiv.org/pdf/2002.00119分类 | cs.CL cs.LG备注 | Accepted to appear in AAAI'20

[59] Hybrid Graph Neural Networks for Crowd Counting链接 | https://arxiv.org/pdf/2002.00092分类 | cs.CV备注 | To appear in AAAI 2020

[60] Symmetrical Synthesis for Deep Metric Learning链接 | https://arxiv.org/pdf/2001.11658分类 | cs.CV cs.IR备注 | Accepted by AAAI 2020

[61] STRIPS Action Discovery链接 | https://arxiv.org/pdf/2001.11457分类 | cs.AI备注 | Presented to Genplan 2020 workshop, held in the AAAI 2020 conference (https://sites.google.com/view/genplan20) (2020/02/04: fixed reference with missing information)

[62] Fact-aware Sentence Split and Rephrase with Permutation Invariant Training链接 | https://arxiv.org/pdf/2001.11383分类 | cs.CL备注 | AAAI 2020

[63] Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding链接 | https://arxiv.org/pdf/2001.11101分类 | cs.LG cs.CV stat.ML备注 | To appear in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)

[64] Variational Autoencoders for Opponent Modeling in Multi-Agent Systems链接 | https://arxiv.org/pdf/2001.10829分类 | cs.LG stat.ML备注 | AAAI-20 Workshop on Reinforcement Learning in Games

[65] PulseSatellite: A tool using human-AI feedback loops for satellite image analysis in humanitarian contexts链接 | https://arxiv.org/pdf/2001.10685分类 | cs.CV cs.HC cs.LG eess.IV备注 | Proceedings of the AAAI Conference on Artificial Intelligence, New York, United States, 2020

[66] Interpretable Rumor Detection in Microblogs by Attending to User Interactions链接 | https://arxiv.org/pdf/2001.10667分类 | cs.CL cs.IR cs.SI备注 | 8 pages, 3 figures, AAAI 2020 Conference

[67] Bounded Incentives in Manipulating the Probabilistic Serial Rule链接 | https://arxiv.org/pdf/2001.10640分类 | cs.GT cs.AI cs.MA备注 | To appear in AAAI 2020

[68] Multi-modal Sentiment Analysis using Super Characters Method on Low-power CNN Accelerator Device链接 | https://arxiv.org/pdf/2001.10179分类 | cs.CL备注 | 9 pages, 2 figures, 6 tables. Accepted by AAAI 2020 Affective Content Analysis Workshop

[69] Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach链接 | https://arxiv.org/pdf/2001.10167分类 | cs.IR cs.LG stat.ML备注 | The updated version is publised in AAAI 2020

[70] Algorithmic Fairness from a Non-ideal Perspective链接 | https://arxiv.org/pdf/2001.09773分类 | cs.CY cs.AI cs.LG stat.ML备注 | Accepted for publication at the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES) 2020

[71] Artificial Artificial Intelligence: Measuring Influence of AI 'Assessments' on Moral Decision-Making链接 | https://arxiv.org/pdf/2001.09766分类 | cs.CY cs.HC备注 | Proceedings of the 2020 AAAI/ACM Conference on AI, Ethics, and Society (AIES '20)

[72] Can an Algorithm be My Healthcare Proxy?链接 | https://arxiv.org/pdf/2001.09742分类 | cs.CY备注 | Accepted for a poster presentation at the 4th International Workshop on Health Intelligence (W3PHIAI-20), colocated with AAAI 2020

[73] Monitoring Misuse for Accountable 'Artificial Intelligence as a Service'链接 | https://arxiv.org/pdf/2001.09723分类 | cs.CY备注 | Proceedings of the 2020 AAAI/ACM Conference on AI, Ethics, and Society (AIES '20), ACM, New York, NY, USA, 2020

[74] An Iterative Approach for Identifying Complaint Based Tweets in Social Media Platforms链接 | https://arxiv.org/pdf/2001.09215分类 | cs.CL cs.SI备注 | Preprint of paper accepted at AAAI, student abstract 2020

[75] Towards Graph Representation Learning in Emergent Communication链接 | https://arxiv.org/pdf/2001.09063分类 | cs.LG cs.AI cs.CL cs.MA stat.ML备注 | The first two authors contributed equally. Accepted at the Reinforcement Learning in Games workshop at AAAI 2020

[76] Weakly Supervised Learning Meets Ride-Sharing User Experience Enhancement链接 | https://arxiv.org/pdf/2001.09027分类 | cs.LG stat.ML备注 | AAAI 2020

[77] Linguistic Fingerprints of Internet Censorship: the Case of SinaWeibo链接 | https://arxiv.org/pdf/2001.08845分类 | cs.CL cs.CY备注 | AAAI 2020

[78] Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment链接 | https://arxiv.org/pdf/2001.08728分类 | cs.CL备注 | in AAAI 2020

[79] Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model链接 | https://arxiv.org/pdf/2001.08665分类 | cs.CL cs.LG备注 | AAAI-2020 Student Abstract and Poster Program (Accept)

[80] ManyModalQA: Modality Disambiguation and QA over Diverse Inputs链接 | https://arxiv.org/pdf/2001.08034分类 | cs.CL cs.AI cs.CV备注 | AAAI 2020 (10 pages)

[81] Block-wise Scrambled Image Recognition Using Adaptation Network链接 | https://arxiv.org/pdf/2001.07761分类 | cs.CV cs.LG eess.IV备注 | 6 pages Artificial Intelligence of Things(AAAI-2020 WS)

[82] Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching链接 | https://arxiv.org/pdf/2001.07234分类 | cs.CL备注 | AAAI 2020, 8 pages

[83] GTNet: Generative Transfer Network for Zero-Shot Object Detection链接 | https://arxiv.org/pdf/2001.06812分类 | cs.CV备注 | Accepted by AAAI 2020

[84] True Nonlinear Dynamics from Incomplete Networks链接 | https://arxiv.org/pdf/2001.06722分类 | cs.SI cs.MA备注 | AAAI 2020, 9 pages, 5 figures

[85] Activism by the AI Community: Analysing Recent Achievements and Future Prospects链接 | https://arxiv.org/pdf/2001.06528分类 | cs.CY cs.AI备注 | Forthcoming in Proceedings of the 2020 AAAI/ACM Conference on Artificial Intelligence, Ethics and Society. 7 pages

[86] Temporal Interlacing Network链接 | https://arxiv.org/pdf/2001.06499分类 | cs.CV备注 | Accepted to AAAI 2020. Winning entry of ICCV Multi-Moments in Time Challenge 2019. Code is available at https://github.com/deepcs233/TIN

[87] Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks链接 | https://arxiv.org/pdf/2001.06362分类 | cs.SI cs.LG备注 | 8 pages, 4 figures, AAAI 2020

[88] Modality-Balanced Models for Visual Dialogue链接 | https://arxiv.org/pdf/2001.06354分类 | cs.CL cs.AI cs.CV备注 | AAAI 2020 (11 pages)

[89] Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks链接 | https://arxiv.org/pdf/2001.06338分类 | cs.CV cs.LG stat.ML备注 | Accepted at the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 1-1, New York, USA

[90] DNNs as Layers of Cooperating Classifiers链接 | https://arxiv.org/pdf/2001.06178分类 | cs.LG stat.ML备注 | Accepted at AAAI-2020. The preprint contains additional figures and an appendix not included in the conference version. Main text remains unchanged

[91] A Critical Look at the Applicability of Markov Logic Networks for Music Signal Analysis链接 | https://arxiv.org/pdf/2001.06086分类 | cs.AI cs.IR cs.LG cs.SD eess.AS备注 | Accepted for presentation at the Ninth International Workshop on Statistical Relational AI (StarAI 2020) at the 34th AAAI Conference on Artificial Intelligence (AAAI) in New York, on February 7th 2020

[92] AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses链接 | https://arxiv.org/pdf/2001.05467分类 | cs.CL cs.LG备注 | AAAI 2020 (8 pages)

[93] Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20)链接 | https://arxiv.org/pdf/2001.05214分类 | cs.AI

[94] SMT + ILP链接 | https://arxiv.org/pdf/2001.05208分类 | cs.AI cs.LG备注 | In AAAI Workshop: Statistical Relational Artificial Intelligence (StarAI), 2020

[95] Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification链接 | https://arxiv.org/pdf/2001.05197分类 | cs.CV备注 | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)

[96] Automated Anonymisation of Visual and Audio Data in Classroom Studies链接 | https://arxiv.org/pdf/2001.05080分类 | cs.CV备注 | The Workshops of the Thirty-Fourth AAAI Conference on Artificial Intelligence

[97] Robot Rights? Let's Talk about Human Welfare Instead链接 | https://arxiv.org/pdf/2001.05046分类 | cs.CY备注 | Accepted to the AIES 2020 conference in New York, February 2020. The final version of this paper will appear in Proceedings of the 2020 AAAI/ACM Conference on AI, Ethics, and Society

[98] Adversarial Disentanglement with Grouped Observations链接 | https://arxiv.org/pdf/2001.04761分类 | cs.LG stat.ML备注 | Accepted at the 34th AAAI Conference on Artificial Intelligence (AAAI-20)

[99] A Preliminary Approach for Learning Relational Policies for the Management of Critically Ill Children链接 | https://arxiv.org/pdf/2001.04432分类 | cs.AI备注 | 6 pages, 1 figure, presented at the 2020 AAAI StarAI workshop

[100] Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits链接 | https://arxiv.org/pdf/2001.04362分类 | cs.CL cs.LG stat.ML备注 | AAAI 2020 (10 pages)

[101] Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation链接 | https://arxiv.org/pdf/2001.04346分类 | cs.IR cs.CL备注 | AAAI 2020

[102] Natural Image Matting via Guided Contextual Attention链接 | https://arxiv.org/pdf/2001.04069分类 | cs.CV备注 | AAAI-20

[103] Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study链接 | https://arxiv.org/pdf/2001.03844分类 | cs.CL备注 | Accepted by AAAI 2020

[104] Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes链接 | https://arxiv.org/pdf/2001.03809分类 | cs.AI备注 | 8 pages, 3 figures, AAAI 2020

[105] Should Artificial Intelligence Governance be Centralised? Design Lessons from History链接 | https://arxiv.org/pdf/2001.03573分类 | cs.CY cs.AI备注 | A shorter version of the paper is to be published in the proceedings of AAAI/ACM AIES 2020

[106] Adaptive Anomaly Detection for IoT Data in Hierarchical Edge Computing链接 | https://arxiv.org/pdf/2001.03314分类 | cs.LG cs.NI stat.ML备注 | To be published in the AAAI Workshop on Artificial Intelligence of Things (AIoT), Feb 2020

[107] A Probabilistic Simulator of Spatial Demand for Product Allocation链接 | https://arxiv.org/pdf/2001.03210分类 | cs.AI备注 | 8 pages, The AAAI-20 Workshop on Intelligent Process Automation

[108] Sampling Prediction-Matching Examples in Neural Networks: A Probabilistic Programming Approach链接 | https://arxiv.org/pdf/2001.03076分类 | cs.LG stat.ML备注 | AAAI 2020 Workshop on Statistical Relational AI (StarAI 2020)

[109] Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification链接 | https://arxiv.org/pdf/2001.03071分类 | cs.CY cs.CV备注 | 2020 AAAI/ACM Conference on AI, Ethics, and Society (AIES 20) | V2 updated latex character rendering issues

[110] Deep Time-Stream Framework for Click-Through Rate Prediction by Tracking Interest Evolution链接 | https://arxiv.org/pdf/2001.03025分类 | cs.LG stat.ML备注 | AAAI 2020

[111] Probabilistic Reasoning across the Causal Hierarchy链接 | https://arxiv.org/pdf/2001.02889分类 | cs.LO cs.AI备注 | AAAI-20

[112] Lifted Hybrid Variational Inference链接 | https://arxiv.org/pdf/2001.02773分类 | cs.LG stat.ML备注 | AAAI 2020 Workshop on Statistical Relational AI (StarAI 2020)

[113] On the Evaluation of Intelligent Process Automation链接 | https://arxiv.org/pdf/2001.02639分类 | cs.HC cs.SE备注 | Submitted to the AAAI-20 Workshop on Intelligent Process Automation

[114] D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning链接 | https://arxiv.org/pdf/2001.02619分类 | cs.AI备注 | Appears in the Proceedings of the AAAI 2020 Workshop on Intelligent Process Automation

[115] High Performance Depthwise and Pointwise Convolutions on Mobile Devices链接 | https://arxiv.org/pdf/2001.02504分类 | cs.DC cs.PF备注 | 8 pages, Thirty-Four AAAI conference on Artificial Intelligence

[116] Multipurpose Intelligent Process Automation via Conversational Assistant链接 | https://arxiv.org/pdf/2001.02284分类 | cs.CL cs.AI备注 | Presented at the AAAI-20 Workshop on Intelligent Process Automation

[117] Deep Reinforcement Learning for Active Human Pose Estimation链接 | https://arxiv.org/pdf/2001.02024分类 | cs.CV备注 | Accepted to The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)

[118] Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction链接 | https://arxiv.org/pdf/2001.01989分类 | cs.CL备注 | Accepted by the 34th AAAI Conference on Artificial Intelligence (AAAI 2020)

[119] Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations链接 | https://arxiv.org/pdf/2001.01613分类 | cs.CV cs.LG备注 | To be published in proceedings of Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)

[120] Improving Entity Linking by Modeling Latent Entity Type Information链接 | https://arxiv.org/pdf/2001.01447分类 | cs.CL备注 | Accepted by AAAI 2020

[121] Adversarial-Learned Loss for Domain Adaptation链接 | https://arxiv.org/pdf/2001.01046分类 | cs.CV cs.LG备注 | Published in 34th AAAI Conference on Artificial Intelligence, 2020

[122] Automated Discovery of Data Transformations for Robotic Process Automation链接 | https://arxiv.org/pdf/2001.01007分类 | cs.AI备注 | 8 pages, 5 figures. To be published in proceedings of AAAI-20 workshop on Intelligent Process Automation

[123] A Robot that Learns Connect Four Using Game Theory and Demonstrations链接 | https://arxiv.org/pdf/2001.01004分类 | cs.RO cs.AI备注 | Accepted in AAAI 2020 Workshop on Intelligent Process Automation

[124] Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing链接 | https://arxiv.org/pdf/2001.00964分类 | cs.CY备注 | Accepted to AAAI/ACM AI Ethics and Society conference 2020

[125] Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation链接 | https://arxiv.org/pdf/2001.00891分类 | cs.CL备注 | AAAI 2020

[126] Multi-Gradient Descent for Multi-Objective Recommender Systems链接 | https://arxiv.org/pdf/2001.00846分类 | cs.IR cs.AI cs.LG stat.ML备注 | 9 pages, 4 figures, Accepted at AAAI 2020 - Workshop on Interactive and Conversational Recommendation Systems (WICRS)

[127] Reasoning on Knowledge Graphs with Debate Dynamics链接 | https://arxiv.org/pdf/2001.00461分类 | cs.LG stat.ML备注 | AAAI-2020

[128] Online Similarity Learning with Feedback for Invoice Line Item Matching链接 | https://arxiv.org/pdf/2001.00288分类 | cs.LG stat.ML备注 | published as workshop paper in AAAI workshop on intelligent processing automation, 2020

[129] Options of Interest: Temporal Abstraction with Interest Functions链接 | https://arxiv.org/pdf/2001.00271分类 | cs.LG cs.AI stat.ML备注 | To appear in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)

[130] A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation链接 | https://arxiv.org/pdf/2001.00187分类 | cs.CV备注 | 9 pages, 7figures, AAAI-20

[131] Deep Attentive Ranking Networks for Learning to Order Sentences链接 | https://arxiv.org/pdf/2001.00056分类 | cs.CL cs.LG stat.ML备注 | Accepted in AAAI 2020

[132] On the Role of Weight Sharing During Deep Option Learning链接 | https://arxiv.org/pdf/1912.13408分类 | cs.LG stat.ML备注 | AAAI 2020

[133] Unsupervised Detection of Sub-events in Large Scale Disasters链接 | https://arxiv.org/pdf/1912.13332分类 | cs.SI cs.LG stat.ML备注 | AAAI-20 Social Impact Track

[134] CASE: Context-Aware Semantic Expansion链接 | https://arxiv.org/pdf/1912.13194分类 | cs.CL备注 | Accepted by AAAI 2020

[135] Diversity Transfer Network for Few-Shot Learning链接 | https://arxiv.org/pdf/1912.13182分类 | cs.CV备注 | 9 pages, 3 figures, AAAI 2020

[136] A New Burrows Wheeler Transform Markov Distance链接 | https://arxiv.org/pdf/1912.13046分类 | cs.CR cs.IR cs.LG stat.ML备注 | To appear in: The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), AICS-2020 Workshop

[137] Recognizing Instagram Filtered Images with Feature De-stylization链接 | https://arxiv.org/pdf/1912.13000分类 | cs.CV cs.LG eess.IV备注 | Accepted in AAAI 2020 as an oral presentation paper

[138] U.S. Public Opinion on the Governance of Artificial Intelligence链接 | https://arxiv.org/pdf/1912.12835分类 | cs.CY备注 | 22 pages; 7 figures; 4 tables; accepted for oral presentation at the 2020 AAAI/ACM Conference on AI, Ethics, and Society

[139] Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection In Task Oriented Dialog链接 | https://arxiv.org/pdf/1912.12800分类 | cs.CL cs.AI备注 | Accepted for AAAI-2020 Main Track

[140] Weak Supervision for Fake News Detection via Reinforcement Learning链接 | https://arxiv.org/pdf/1912.12520分类 | cs.SI cs.CL cs.LG备注 | AAAI 2020

[141] TextScanner: Reading Characters in Order for Robust Scene Text Recognition链接 | https://arxiv.org/pdf/1912.12422分类 | cs.CV cs.CL cs.LG备注 | Accepted by AAAI-2020

[142] Visual Agreement Regularized Training for Multi-Modal Machine Translation链接 | https://arxiv.org/pdf/1912.12014分类 | cs.CL cs.CV备注 | Accepted by AAAI 2020

[143] Explicit Sentence Compression for Neural Machine Translation链接 | https://arxiv.org/pdf/1912.11980分类 | cs.CL备注 | Working in progress, part of this work is accepted in AAAI-2020

[144] HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation链接 | https://arxiv.org/pdf/1912.11976分类 | cs.CV备注 | Accept by AAAI-2020, codes are available at https://github.com/chenchao666/HoMM-Master

[145] DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier链接 | https://arxiv.org/pdf/1912.11960分类 | cs.LG cs.CV stat.ML备注 | Accepted at AAAI-2020

[146] Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume链接 | https://arxiv.org/pdf/1912.11746分类 | cs.CV备注 | Accepted by AAAI-2020

[147] Planar Prior Assisted PatchMatch Multi-View Stereo链接 | https://arxiv.org/pdf/1912.11744分类 | cs.CV备注 | Accepted by AAAI-2020

[148] Memory Augmented Graph Neural Networks for Sequential Recommendation链接 | https://arxiv.org/pdf/1912.11730分类 | cs.IR备注 | Accepted by the 34th AAAI Conference on Artificial Intelligence (AAAI 2020)

[149] Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization链接 | https://arxiv.org/pdf/1912.11688分类 | cs.CL cs.IR cs.LG备注 | Accepted in AAAI Conference on Artificial Intelligence, 2018. Retrieved from https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16977

[150] Effective Data Augmentation with Multi-Domain Learning GANs链接 | https://arxiv.org/pdf/1912.11597分类 | stat.ML cs.CV cs.LG备注 | AAAI-2020

[151] Meta-Learning PAC-Bayes Priors in Model Averaging链接 | https://arxiv.org/pdf/1912.11252分类 | cs.LG stat.ML备注 | Accepted by AAAI 2020

[152] Cascading Convolutional Color Constancy链接 | https://arxiv.org/pdf/1912.11180分类 | cs.CV备注 | 9 pages, 5 figures, 4 tables, accepted by AAAI-20

[153] Discrete and Continuous Action Representation for Practical RL in Video Games链接 | https://arxiv.org/pdf/1912.11077分类 | cs.LG cs.AI stat.ML备注 | Presented at the AAAI-20 Workshop on Reinforcement Learning in Games

[154] Differentiable Reasoning on Large Knowledge Bases and Natural Language链接 | https://arxiv.org/pdf/1912.10824分类 | cs.LG cs.CL cs.LO备注 | Accepted at the 34th AAAI Conference on Artificial Intelligence (AAAI-20)

[155] Parameterized Indexed Value Function for Efficient Exploration in Reinforcement Learning链接 | https://arxiv.org/pdf/1912.10577分类 | cs.LG cs.AI stat.ML备注 | 17 pages, 4 figures, Proceedings of the 34th AAAI Conference on Artificial Intelligence

[156] Adversarial Cross-Domain Action Recognition with Co-Attention链接 | https://arxiv.org/pdf/1912.10405分类 | cs.CV cs.LG eess.IV备注 | AAAI 2020

[157] Decoupled Attention Network for Text Recognition链接 | https://arxiv.org/pdf/1912.10205分类 | cs.CV备注 | 9 pages, 8 figures, 6 tables, accepted by AAAI-2020

[158] Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions链接 | https://arxiv.org/pdf/1912.10150分类 | cs.CV备注 | AAAI 2020

[159] Dependable Neural Networks for Safety Critical Tasks链接 | https://arxiv.org/pdf/1912.09902分类 | cs.LG stat.ML备注 | 8 pages, 4 figures. Accepted to AAAI EDSMLS Workshop 2020

[160] Mastering Complex Control in MOBA Games with Deep Reinforcement Learning链接 | https://arxiv.org/pdf/1912.09729分类 | cs.AI cs.LG备注 | accepted as a conference paper by AAAI-2020

[161] Practical Solutions for Machine Learning Safety in Autonomous Vehicles链接 | https://arxiv.org/pdf/1912.09630分类 | cs.LG stat.ML备注 | Accepted at Safe AI workshop at AAAI 2020

[162] An End-to-End Dialogue State Tracking System with Machine Reading Comprehension and Wide & Deep Classification链接 | https://arxiv.org/pdf/1912.09297分类 | cs.CL备注 | The Thirty-Fourth AAAI Conference on Artificial Intelligence DSTC 8 Workshop (AAAI-20, DSTC 8 Workshop)

[163] Neural Simile Recognition with Cyclic Multitask Learning and Local Attention链接 | https://arxiv.org/pdf/1912.09084分类 | cs.CL备注 | AAAI 2020

[164] Scale-wise Convolution for Image Restoration链接 | https://arxiv.org/pdf/1912.09028分类 | cs.CV备注 | AAAI 2020

[165] Discriminative Sentence Modeling for Story Ending Prediction链接 | https://arxiv.org/pdf/1912.09008分类 | cs.CL备注 | 8 pages, accepted as a conference paper at AAAI 2020

[166] COBRA: Context-aware Bernoulli Neural Networks for Reputation Assessment链接 | https://arxiv.org/pdf/1912.08446分类 | cs.MA cs.LG备注 | To be published in the Proceedings of AAAI, Feb 2020

[167] Multi-channel Reverse Dictionary Model链接 | https://arxiv.org/pdf/1912.08441分类 | cs.CL cs.AI cs.IR备注 | Accepted by AAAI Conference on Artificial Intelligence 2020

[168] Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand Hours链接 | https://arxiv.org/pdf/1912.08388分类 | cs.AI cs.CY备注 | 8 pages, 4 figures, Accepted at AAAI 2020 & AIES (Oral) 2020

[169] DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog链接 | https://arxiv.org/pdf/1912.08360分类 | cs.CL备注 | Accepted at AAAI 2020

[170] Lightweight and Robust Representation of Economic Scales from Satellite Imagery链接 | https://arxiv.org/pdf/1912.08197分类 | cs.CV cs.CY备注 | Accepted for oral presentation at AAAI 2020

[171] Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software链接 | https://arxiv.org/pdf/1912.07833分类 | cs.CV备注 | Accepted to AAAI 2020

[172] Deep Iterative and Adaptive Learning for Graph Neural Networks链接 | https://arxiv.org/pdf/1912.07832分类 | cs.LG stat.ML备注 | 6 pages. Accepted at the AAAI 2020 Workshop on Deep Learning on Graphs: Methodologies and Applications (AAAI DLGMA 2020). Final Version

[173] Adversarial Model Extraction on Graph Neural Networks链接 | https://arxiv.org/pdf/1912.07721分类 | cs.LG stat.ML备注 | AAAI Workshop on Deep Learning on Graphs: Methodologies and Applications (DLGMA), 2020

[174] Planning with Abstract Learned Models While Learning Transferable Subtasks链接 | https://arxiv.org/pdf/1912.07544分类 | cs.LG cs.AI cs.RO stat.ML备注 | Accepted at AAAI-20, 9 pages

[175] Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering链接 | https://arxiv.org/pdf/1912.07491分类 | cs.CL备注 | Accepted by AAAI-2020

[176] Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos链接 | https://arxiv.org/pdf/1912.07243分类 | cs.CV备注 | Accepted by AAAI 2020

[177] Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding链接 | https://arxiv.org/pdf/1912.07240分类 | cs.CL cs.LG备注 | Accepted by AAAI 2020

[178] FISR: Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss链接 | https://arxiv.org/pdf/1912.07213分类 | cs.CV备注 | The first two authors contributed equally to this work. Accepted at AAAI 2020

[179] Robust Named Entity Recognition with Truecasing Pretraining链接 | https://arxiv.org/pdf/1912.07095分类 | cs.CL备注 | Accepted to AAAI 2020

[180] How Should an Agent Practice?链接 | https://arxiv.org/pdf/1912.07045分类 | cs.AI备注 | AAAI-2020

[181] Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning链接 | https://arxiv.org/pdf/1912.06989分类 | cs.LG stat.ML备注 | Accepted by AAAI 2020. The supplementary material is at https://github.com/jicongfan/Supplementary-material-of-conference-papers/blob/master/supp_PMC_AAAI2020.pdf

[182] Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes链接 | https://arxiv.org/pdf/1912.06842分类 | cs.CV备注 | To appear in AAAI 2020

[183] Associating Natural Language Comment and Source Code Entities链接 | https://arxiv.org/pdf/1912.06728分类 | cs.CL cs.LG cs.SE备注 | Accepted in AAAI 2020

[184] That and There: Judging the Intent of Pointing Actions with Robotic Arms链接 | https://arxiv.org/pdf/1912.06602分类 | cs.RO cs.AI cs.CV cs.HC备注 | Accepted to AAAI 2020, New York City

[185] Active learning in the geometric block model链接 | https://arxiv.org/pdf/1912.06570分类 | cs.SI cs.LG stat.ML备注 | The conference version will appear in AAAI-20

[186] CORE: Automatic Molecule Optimization Using Copy & Refine Strategy链接 | https://arxiv.org/pdf/1912.05910分类 | cs.LG stat.ML备注 | Accepted by AAAI 2020

[187] An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks链接 | https://arxiv.org/pdf/1912.05827分类 | cs.LG stat.ML备注 | AAAI 2020

[188] Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction链接 | https://arxiv.org/pdf/1912.05693分类 | cs.LG stat.ML备注 | Accepted at AAAI 2020

[189] Quality of syntactic implication of RL-based sentence summarization链接 | https://arxiv.org/pdf/1912.05493分类 | cs.CL备注 | AAAI-20 Workshop on Engineering Dependable and Secure Machine Learning Systems (EDSMLS 2020)

[190] Just Add Functions: A Neural-Symbolic Language Model链接 | https://arxiv.org/pdf/1912.05421分类 | cs.LG stat.ML备注 | Preprint of paper accepted for AAAI-2020

[191] Video Person Re-ID: Fantastic Techniques and Where to Find Them链接 | https://arxiv.org/pdf/1912.05295分类 | cs.CV备注 | 2 Page (Student Abstract) accepted in AAAI-20

[192] Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology链接 | https://arxiv.org/pdf/1912.05274分类 | cs.CL cs.LG备注 | AAAI 2020

[193] TANet: Robust 3D Object Detection from Point Clouds with Triple Attention链接 | https://arxiv.org/pdf/1912.05163分类 | cs.CV备注 | AAAI 2020(Oral)

[194] Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling链接 | https://arxiv.org/pdf/1912.05134分类 | cs.CL备注 | AAAI 2020

[195] Towards Better Forecasting by Fusing Near and Distant Future Visions链接 | https://arxiv.org/pdf/1912.05122分类 | cs.LG stat.ML备注 | Accepted by AAAI 2020

[196] Medication Regimen Extraction From Medical Conversations链接 | https://arxiv.org/pdf/1912.04961分类 | cs.CL cs.IR stat.ML备注 | To appear in Proceedings of International Workshop on Health Intelligence (W3PHIAI) of the 34th AAAI Conference on Artificial Intelligence, 2020

[197] Dynamic Algorithmic Service Agreements Perspective链接 | https://arxiv.org/pdf/1912.04947分类 | cs.CY备注 | 6 pages, 1 figure, To appear in the Proceedings of the AAAI 2020 Spring Symposium Series

[198] Robust Market Equilibria with Uncertain Preferences链接 | https://arxiv.org/pdf/1912.04867分类 | cs.GT math.OC备注 | Extended preprint of an article accepted to AAAI-20. Contains supplementary material as appendices. Due to figures, this manuscript is best printed in color

[199] edBB: Biometrics and Behavior for Assessing Remote Education链接 | https://arxiv.org/pdf/1912.04786分类 | cs.HC cs.CY cs.LG eess.IV备注 | Preprint of the paper presented to the Workshop on Artificial Intelligence for Education (AI4EDU) of AAAI 2020

[200] Transparent Classification with Multilayer Logical Perceptrons and Random Binarization链接 | https://arxiv.org/pdf/1912.04695分类 | cs.LG stat.ML备注 | AAAI-20 (oral presentation); source codes added

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