https://zhuanlan.zhihu.com/p/109397805php
由於AAAI的接受論文官方尚未放出，而且放的也是出奇的慢，本文彙總了23日在arxiv上掛出來的AAAI2020文章，供你們挑選感興趣的文章下載。ios
AAAI2020論文彙總（part 1）git
[1] MA-DST: Multi-Attention Based Scalable Dialog State Tracking連接 | https://arxiv.org/pdf/2002.08898分類 | cs.CL cs.AI cs.LG stat.ML備註 | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020)github
[2] Multi-Agent Reinforcement Learning as a Computational Tool for Language Evolution Research: Historical Context and Future Challenges連接 | https://arxiv.org/pdf/2002.08878分類 | cs.MA cs.CL cs.LG算法
[3] Guiding attention in Sequence-to-sequence models for Dialogue Act prediction連接 | https://arxiv.org/pdf/2002.08801分類 | cs.CL cs.LGapp
[4] Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment連接 | https://arxiv.org/pdf/2002.08675分類 | cs.LG cs.CV stat.ML備註 | Accepted to AAAI 2020dom
[5] Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching連接 | https://arxiv.org/pdf/2002.08510分類 | cs.CV備註 | Accepted by AAAI-20機器學習
[6] Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent連接 | https://arxiv.org/pdf/2002.07891分類 | cs.LG cs.CR cs.CV stat.ML備註 | accepted by AAAI 2020ide
[7] Manipulating Districts to Win Elections: Fine-Grained Complexity連接 | https://arxiv.org/pdf/2002.07607分類 | cs.DS備註 | Presented at AAAI-20oop
[8] Knowledge Integration Networks for Action Recognition連接 | https://arxiv.org/pdf/2002.07471分類 | cs.CV備註 | To appear in AAAI 2020
[9] Adversarial Deep Network Embedding for Cross-network Node Classification連接 | https://arxiv.org/pdf/2002.07366分類 | cs.SI cs.LG
[10] Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack連接 | https://arxiv.org/pdf/2002.07214分類 | cs.LG cs.CR stat.ML備註 | Published at AAAI'20
[11] DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories連接 | https://arxiv.org/pdf/2002.06832分類 | cs.CV備註 | 7 pages, AAAI 2020 accepted paper
[12] Residual Continual Learning連接 | https://arxiv.org/pdf/2002.06774分類 | cs.LG stat.ML備註 | AAAI 2020
[13] Neural Machine Translation with Joint Representation連接 | https://arxiv.org/pdf/2002.06546分類 | cs.CL備註 | AAAI 2020
[14] Facial Attribute Capsules for Noise Face Super Resolution連接 | https://arxiv.org/pdf/2002.06518分類 | cs.CV備註 | To appear in AAAI 2020
[15] Video Face Super-Resolution with Motion-Adaptive Feedback Cell連接 | https://arxiv.org/pdf/2002.06378分類 | cs.CV備註 | To appear in AAAI 2020
[16] Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks連接 | https://arxiv.org/pdf/2002.06199分類 | cs.NE備註 | AAAI 2020 (Oral)
[17] Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States連接 | https://arxiv.org/pdf/2002.05780分類 | q-fin.PM cs.LG stat.ML備註 | AAAI 2020
[18] The Efficiency of Human Cognition Reflects Planned Information Processing連接 | https://arxiv.org/pdf/2002.05769分類 | cs.AI備註 | 13 pg (incl. supplemental materials); included in Proceedings of the 34th AAAI Conference on Artificial Intelligence
[19] Steps Towards Value-Aligned Systems連接 | https://arxiv.org/pdf/2002.05672分類 | cs.CY備註 | 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連接 | https://arxiv.org/pdf/2002.05655分類 | cs.CY cs.LG stat.AP stat.ML備註 | 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連接 | https://arxiv.org/pdf/2002.05147分類 | cs.MA備註 | Accepted paper at COMARL AAAI 2020
[22] A Bayesian Approach to Conversational Recommendation Systems連接 | https://arxiv.org/pdf/2002.05063分類 | cs.AI cs.IR備註 | 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連接 | https://arxiv.org/pdf/2002.05058分類 | cs.CL cs.LG備註 | AAAI 2020
[24] Bi-Directional Generation for Unsupervised Domain Adaptation連接 | https://arxiv.org/pdf/2002.04869分類 | cs.CV備註 | 9 pages, 4 figures
[25] Infinity Learning: Learning Markov Chains from Aggregate Steady-State Observations連接 | https://arxiv.org/pdf/2002.04186分類 | cs.LG stat.ML
[26] Learning to Incorporate Structure Knowledge for Image Inpainting連接 | https://arxiv.org/pdf/2002.04170分類 | cs.CV cs.LG eess.IV備註 | Accepted by AAAI 2020
[27] Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification連接 | https://arxiv.org/pdf/2002.04114分類 | cs.CV備註 | accepted by AAAI'20
[28] Improving the Evaluation of Generative Models with Fuzzy Logic連接 | https://arxiv.org/pdf/2002.03772分類 | cs.CV cs.LG備註 | AAAI 2020 Meta-Eval
[29] Convolutional Hierarchical Attention Network for Query-Focused Video Summarization連接 | https://arxiv.org/pdf/2002.03740分類 | cs.CV備註 | Accepted by AAAI 2020 Conference
[30] SPAN: A Stochastic Projected Approximate Newton Method連接 | https://arxiv.org/pdf/2002.03687分類 | math.OC cs.LG備註 | To Appear in the AAAI 2020, 25 pages, 6 figures
[31] Evaluating Sequence-to-Sequence Learning Models for If-Then Program Synthesis連接 | https://arxiv.org/pdf/2002.03485分類 | cs.LG stat.ML備註 | AAAI IPA workshop submission
[32] Diversity and Inclusion Metrics in Subset Selection連接 | https://arxiv.org/pdf/2002.03256分類 | cs.AI
[33] SUOD: Toward Scalable Unsupervised Outlier Detection連接 | https://arxiv.org/pdf/2002.03222分類 | cs.LG cs.IR stat.ML備註 | In AAAI-20 Workshop on Artificial Intelligence for Cyber Security (AICS)
[34] Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition連接 | https://arxiv.org/pdf/2002.03187分類 | cs.CV備註 | 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連接 | https://arxiv.org/pdf/2002.03137分類 | cs.CV備註 | AAAI-2020(Oral)
[36] Generalized Hidden Parameter MDPs Transferable Model-based RL in a Handful of Trials連接 | https://arxiv.org/pdf/2002.03072分類 | cs.LG cs.AI stat.ML備註 | 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連接 | https://arxiv.org/pdf/2002.02842分類 | cs.LG stat.ML備註 | Presented at SafeAI Workshop, AAAI 2020
[38] Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network連接 | https://arxiv.org/pdf/2002.02814分類 | cs.CV cs.LG備註 | 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連接 | https://arxiv.org/pdf/2002.02095分類 | cs.CL cs.LG備註 | AAAI 2020
[40] Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and Videos連接 | https://arxiv.org/pdf/2002.01955分類 | cs.LG cs.CY備註 | Accepted at AAAI 2020 AI4Edu Workshop
[41] Discontinuous Constituent Parsing with Pointer Networks連接 | https://arxiv.org/pdf/2002.01824分類 | cs.CL備註 | Proceedings of AAAI 2020. 8 pages
[42] Proximity Preserving Binary Code using Signed Graph-Cut連接 | https://arxiv.org/pdf/2002.01793分類 | 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連接 | https://arxiv.org/pdf/2002.01726分類 | cs.IR cs.LG cs.SI備註 | AAAI-20
[44] Parsing as Pretraining連接 | https://arxiv.org/pdf/2002.01685分類 | cs.CL cs.LG備註 | AAAI 2020 - The Thirty-Fourth AAAI Conference on Artificial Intelligence
[45] Improved Subsampled Randomized Hadamard Transform for Linear SVM連接 | https://arxiv.org/pdf/2002.01628分類 | cs.LG stat.ML備註 | AAAI-20
[46] Dropout Prediction over Weeks in MOOCs via Interpretable Multi-Layer Representation Learning連接 | https://arxiv.org/pdf/2002.01598分類 | cs.LG cs.AI備註 | Accepted at AAAI 2020 AI4Edu Workshop
[47] Iterative Data Programming for Expanding Text Classification Corpora連接 | https://arxiv.org/pdf/2002.01412分類 | cs.LG cs.CL備註 | 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連接 | https://arxiv.org/pdf/2002.01359分類 | cs.CL備註 | 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連接 | https://arxiv.org/pdf/2002.01276分類 | cs.CV cs.LG eess.IV備註 | Accepted by AAAI 2020
[50] Syntactically Look-Ahead Attention Network for Sentence Compression連接 | https://arxiv.org/pdf/2002.01145分類 | cs.CL備註 | AAAI 2020
[51] Limitations of Incentive Compatibility on Discrete Type Spaces連接 | https://arxiv.org/pdf/2002.01046分類 | cs.GT備註 | 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連接 | https://arxiv.org/pdf/2002.00918分類 | cs.HC cs.CR備註 | 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連接 | https://arxiv.org/pdf/2002.00901分類 | stat.ML cs.LG cs.SI備註 | AAAI 2020
[54] Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling連接 | https://arxiv.org/pdf/2002.00774分類 | cs.CV備註 | AAAI 2020 paper
[55] DWM: A Decomposable Winograd Method for Convolution Acceleration連接 | https://arxiv.org/pdf/2002.00552分類 | cs.LG cs.CV eess.IV備註 | Accepted by AAAI 2020
[56] Combating False Negatives in Adversarial Imitation Learning連接 | https://arxiv.org/pdf/2002.00412分類 | cs.LG cs.AI stat.ML備註 | 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連接 | https://arxiv.org/pdf/2002.00181分類 | cs.CL備註 | Present on the DSTC8 Workshop @ AAAI-2020
[58] Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning連接 | https://arxiv.org/pdf/2002.00119分類 | cs.CL cs.LG備註 | Accepted to appear in AAAI'20
[59] Hybrid Graph Neural Networks for Crowd Counting連接 | https://arxiv.org/pdf/2002.00092分類 | cs.CV備註 | To appear in AAAI 2020
[60] Symmetrical Synthesis for Deep Metric Learning連接 | https://arxiv.org/pdf/2001.11658分類 | cs.CV cs.IR備註 | Accepted by AAAI 2020
[61] STRIPS Action Discovery連接 | https://arxiv.org/pdf/2001.11457分類 | cs.AI備註 | 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連接 | https://arxiv.org/pdf/2001.11383分類 | cs.CL備註 | AAAI 2020
[63] Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding連接 | https://arxiv.org/pdf/2001.11101分類 | cs.LG cs.CV stat.ML備註 | 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連接 | https://arxiv.org/pdf/2001.10829分類 | cs.LG stat.ML備註 | AAAI-20 Workshop on Reinforcement Learning in Games
[65] PulseSatellite: A tool using human-AI feedback loops for satellite image analysis in humanitarian contexts連接 | https://arxiv.org/pdf/2001.10685分類 | cs.CV cs.HC cs.LG eess.IV備註 | Proceedings of the AAAI Conference on Artificial Intelligence, New York, United States, 2020
[66] Interpretable Rumor Detection in Microblogs by Attending to User Interactions連接 | https://arxiv.org/pdf/2001.10667分類 | cs.CL cs.IR cs.SI備註 | 8 pages, 3 figures, AAAI 2020 Conference
[67] Bounded Incentives in Manipulating the Probabilistic Serial Rule連接 | https://arxiv.org/pdf/2001.10640分類 | cs.GT cs.AI cs.MA備註 | To appear in AAAI 2020
[68] Multi-modal Sentiment Analysis using Super Characters Method on Low-power CNN Accelerator Device連接 | https://arxiv.org/pdf/2001.10179分類 | cs.CL備註 | 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連接 | https://arxiv.org/pdf/2001.10167分類 | cs.IR cs.LG stat.ML備註 | The updated version is publised in AAAI 2020
[70] Algorithmic Fairness from a Non-ideal Perspective連接 | https://arxiv.org/pdf/2001.09773分類 | cs.CY cs.AI cs.LG stat.ML備註 | 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連接 | https://arxiv.org/pdf/2001.09766分類 | cs.CY cs.HC備註 | Proceedings of the 2020 AAAI/ACM Conference on AI, Ethics, and Society (AIES '20)
[72] Can an Algorithm be My Healthcare Proxy?連接 | https://arxiv.org/pdf/2001.09742分類 | cs.CY備註 | 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'連接 | https://arxiv.org/pdf/2001.09723分類 | cs.CY備註 | 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連接 | https://arxiv.org/pdf/2001.09215分類 | cs.CL cs.SI備註 | Preprint of paper accepted at AAAI, student abstract 2020
[75] Towards Graph Representation Learning in Emergent Communication連接 | https://arxiv.org/pdf/2001.09063分類 | cs.LG cs.AI cs.CL cs.MA stat.ML備註 | 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連接 | https://arxiv.org/pdf/2001.09027分類 | cs.LG stat.ML備註 | AAAI 2020
[77] Linguistic Fingerprints of Internet Censorship: the Case of SinaWeibo連接 | https://arxiv.org/pdf/2001.08845分類 | cs.CL cs.CY備註 | AAAI 2020
[78] Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment連接 | https://arxiv.org/pdf/2001.08728分類 | cs.CL備註 | in AAAI 2020
[79] Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model連接 | https://arxiv.org/pdf/2001.08665分類 | cs.CL cs.LG備註 | AAAI-2020 Student Abstract and Poster Program (Accept)
[80] ManyModalQA: Modality Disambiguation and QA over Diverse Inputs連接 | https://arxiv.org/pdf/2001.08034分類 | cs.CL cs.AI cs.CV備註 | AAAI 2020 (10 pages)
[81] Block-wise Scrambled Image Recognition Using Adaptation Network連接 | https://arxiv.org/pdf/2001.07761分類 | cs.CV cs.LG eess.IV備註 | 6 pages Artificial Intelligence of Things(AAAI-2020 WS)
[82] Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching連接 | https://arxiv.org/pdf/2001.07234分類 | cs.CL備註 | AAAI 2020, 8 pages
[83] GTNet: Generative Transfer Network for Zero-Shot Object Detection連接 | https://arxiv.org/pdf/2001.06812分類 | cs.CV備註 | Accepted by AAAI 2020
[84] True Nonlinear Dynamics from Incomplete Networks連接 | https://arxiv.org/pdf/2001.06722分類 | cs.SI cs.MA備註 | AAAI 2020, 9 pages, 5 figures
[85] Activism by the AI Community: Analysing Recent Achievements and Future Prospects連接 | https://arxiv.org/pdf/2001.06528分類 | cs.CY cs.AI備註 | Forthcoming in Proceedings of the 2020 AAAI/ACM Conference on Artificial Intelligence, Ethics and Society. 7 pages
[86] Temporal Interlacing Network連接 | https://arxiv.org/pdf/2001.06499分類 | cs.CV備註 | 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連接 | https://arxiv.org/pdf/2001.06362分類 | cs.SI cs.LG備註 | 8 pages, 4 figures, AAAI 2020
[88] Modality-Balanced Models for Visual Dialogue連接 | https://arxiv.org/pdf/2001.06354分類 | cs.CL cs.AI cs.CV備註 | AAAI 2020 (11 pages)
[89] Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks連接 | https://arxiv.org/pdf/2001.06338分類 | cs.CV cs.LG stat.ML備註 | Accepted at the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 1-1, New York, USA
[90] DNNs as Layers of Cooperating Classifiers連接 | https://arxiv.org/pdf/2001.06178分類 | cs.LG stat.ML備註 | 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連接 | https://arxiv.org/pdf/2001.06086分類 | cs.AI cs.IR cs.LG cs.SD eess.AS備註 | 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連接 | https://arxiv.org/pdf/2001.05467分類 | cs.CL cs.LG備註 | AAAI 2020 (8 pages)
[93] Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20)連接 | https://arxiv.org/pdf/2001.05214分類 | cs.AI
[94] SMT + ILP連接 | https://arxiv.org/pdf/2001.05208分類 | cs.AI cs.LG備註 | In AAAI Workshop: Statistical Relational Artificial Intelligence (StarAI), 2020
[95] Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification連接 | https://arxiv.org/pdf/2001.05197分類 | cs.CV備註 | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)
[96] Automated Anonymisation of Visual and Audio Data in Classroom Studies連接 | https://arxiv.org/pdf/2001.05080分類 | cs.CV備註 | The Workshops of the Thirty-Fourth AAAI Conference on Artificial Intelligence
[97] Robot Rights? Let's Talk about Human Welfare Instead連接 | https://arxiv.org/pdf/2001.05046分類 | cs.CY備註 | 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連接 | https://arxiv.org/pdf/2001.04761分類 | cs.LG stat.ML備註 | 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連接 | https://arxiv.org/pdf/2001.04432分類 | cs.AI備註 | 6 pages, 1 figure, presented at the 2020 AAAI StarAI workshop
[100] Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits連接 | https://arxiv.org/pdf/2001.04362分類 | cs.CL cs.LG stat.ML備註 | AAAI 2020 (10 pages)
[101] Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation連接 | https://arxiv.org/pdf/2001.04346分類 | cs.IR cs.CL備註 | AAAI 2020
[102] Natural Image Matting via Guided Contextual Attention連接 | https://arxiv.org/pdf/2001.04069分類 | cs.CV備註 | AAAI-20
[103] Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study連接 | https://arxiv.org/pdf/2001.03844分類 | cs.CL備註 | Accepted by AAAI 2020
[104] Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes連接 | https://arxiv.org/pdf/2001.03809分類 | cs.AI備註 | 8 pages, 3 figures, AAAI 2020
[105] Should Artificial Intelligence Governance be Centralised? Design Lessons from History連接 | https://arxiv.org/pdf/2001.03573分類 | cs.CY cs.AI備註 | 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連接 | https://arxiv.org/pdf/2001.03314分類 | cs.LG cs.NI stat.ML備註 | 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連接 | https://arxiv.org/pdf/2001.03210分類 | cs.AI備註 | 8 pages, The AAAI-20 Workshop on Intelligent Process Automation
[108] Sampling Prediction-Matching Examples in Neural Networks: A Probabilistic Programming Approach連接 | https://arxiv.org/pdf/2001.03076分類 | cs.LG stat.ML備註 | AAAI 2020 Workshop on Statistical Relational AI (StarAI 2020)
[109] Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification連接 | https://arxiv.org/pdf/2001.03071分類 | cs.CY cs.CV備註 | 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連接 | https://arxiv.org/pdf/2001.03025分類 | cs.LG stat.ML備註 | AAAI 2020
[111] Probabilistic Reasoning across the Causal Hierarchy連接 | https://arxiv.org/pdf/2001.02889分類 | cs.LO cs.AI備註 | AAAI-20
[112] Lifted Hybrid Variational Inference連接 | https://arxiv.org/pdf/2001.02773分類 | cs.LG stat.ML備註 | AAAI 2020 Workshop on Statistical Relational AI (StarAI 2020)
[113] On the Evaluation of Intelligent Process Automation連接 | https://arxiv.org/pdf/2001.02639分類 | cs.HC cs.SE備註 | Submitted to the AAAI-20 Workshop on Intelligent Process Automation
[114] D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning連接 | https://arxiv.org/pdf/2001.02619分類 | cs.AI備註 | Appears in the Proceedings of the AAAI 2020 Workshop on Intelligent Process Automation
[115] High Performance Depthwise and Pointwise Convolutions on Mobile Devices連接 | https://arxiv.org/pdf/2001.02504分類 | cs.DC cs.PF備註 | 8 pages, Thirty-Four AAAI conference on Artificial Intelligence
[116] Multipurpose Intelligent Process Automation via Conversational Assistant連接 | https://arxiv.org/pdf/2001.02284分類 | cs.CL cs.AI備註 | Presented at the AAAI-20 Workshop on Intelligent Process Automation
[117] Deep Reinforcement Learning for Active Human Pose Estimation連接 | https://arxiv.org/pdf/2001.02024分類 | cs.CV備註 | Accepted to The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)
[118] Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction連接 | https://arxiv.org/pdf/2001.01989分類 | cs.CL備註 | 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連接 | https://arxiv.org/pdf/2001.01613分類 | cs.CV cs.LG備註 | 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連接 | https://arxiv.org/pdf/2001.01447分類 | cs.CL備註 | Accepted by AAAI 2020
[121] Adversarial-Learned Loss for Domain Adaptation連接 | https://arxiv.org/pdf/2001.01046分類 | cs.CV cs.LG備註 | Published in 34th AAAI Conference on Artificial Intelligence, 2020
[122] Automated Discovery of Data Transformations for Robotic Process Automation連接 | https://arxiv.org/pdf/2001.01007分類 | cs.AI備註 | 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連接 | https://arxiv.org/pdf/2001.01004分類 | cs.RO cs.AI備註 | Accepted in AAAI 2020 Workshop on Intelligent Process Automation
[124] Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing連接 | https://arxiv.org/pdf/2001.00964分類 | cs.CY備註 | Accepted to AAAI/ACM AI Ethics and Society conference 2020
[125] Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation連接 | https://arxiv.org/pdf/2001.00891分類 | cs.CL備註 | AAAI 2020
[126] Multi-Gradient Descent for Multi-Objective Recommender Systems連接 | https://arxiv.org/pdf/2001.00846分類 | cs.IR cs.AI cs.LG stat.ML備註 | 9 pages, 4 figures, Accepted at AAAI 2020 - Workshop on Interactive and Conversational Recommendation Systems (WICRS)
[127] Reasoning on Knowledge Graphs with Debate Dynamics連接 | https://arxiv.org/pdf/2001.00461分類 | cs.LG stat.ML備註 | AAAI-2020
[128] Online Similarity Learning with Feedback for Invoice Line Item Matching連接 | https://arxiv.org/pdf/2001.00288分類 | cs.LG stat.ML備註 | published as workshop paper in AAAI workshop on intelligent processing automation, 2020
[129] Options of Interest: Temporal Abstraction with Interest Functions連接 | https://arxiv.org/pdf/2001.00271分類 | cs.LG cs.AI stat.ML備註 | 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連接 | https://arxiv.org/pdf/2001.00187分類 | cs.CV備註 | 9 pages, 7figures, AAAI-20
[131] Deep Attentive Ranking Networks for Learning to Order Sentences連接 | https://arxiv.org/pdf/2001.00056分類 | cs.CL cs.LG stat.ML備註 | Accepted in AAAI 2020
[132] On the Role of Weight Sharing During Deep Option Learning連接 | https://arxiv.org/pdf/1912.13408分類 | cs.LG stat.ML備註 | AAAI 2020
[133] Unsupervised Detection of Sub-events in Large Scale Disasters連接 | https://arxiv.org/pdf/1912.13332分類 | cs.SI cs.LG stat.ML備註 | AAAI-20 Social Impact Track
[134] CASE: Context-Aware Semantic Expansion連接 | https://arxiv.org/pdf/1912.13194分類 | cs.CL備註 | Accepted by AAAI 2020
[135] Diversity Transfer Network for Few-Shot Learning連接 | https://arxiv.org/pdf/1912.13182分類 | cs.CV備註 | 9 pages, 3 figures, AAAI 2020
[136] A New Burrows Wheeler Transform Markov Distance連接 | https://arxiv.org/pdf/1912.13046分類 | cs.CR cs.IR cs.LG stat.ML備註 | 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連接 | https://arxiv.org/pdf/1912.13000分類 | cs.CV cs.LG eess.IV備註 | Accepted in AAAI 2020 as an oral presentation paper
[138] U.S. Public Opinion on the Governance of Artificial Intelligence連接 | https://arxiv.org/pdf/1912.12835分類 | cs.CY備註 | 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連接 | https://arxiv.org/pdf/1912.12800分類 | cs.CL cs.AI備註 | Accepted for AAAI-2020 Main Track
[140] Weak Supervision for Fake News Detection via Reinforcement Learning連接 | https://arxiv.org/pdf/1912.12520分類 | cs.SI cs.CL cs.LG備註 | AAAI 2020
[141] TextScanner: Reading Characters in Order for Robust Scene Text Recognition連接 | https://arxiv.org/pdf/1912.12422分類 | cs.CV cs.CL cs.LG備註 | Accepted by AAAI-2020
[142] Visual Agreement Regularized Training for Multi-Modal Machine Translation連接 | https://arxiv.org/pdf/1912.12014分類 | cs.CL cs.CV備註 | Accepted by AAAI 2020
[143] Explicit Sentence Compression for Neural Machine Translation連接 | https://arxiv.org/pdf/1912.11980分類 | cs.CL備註 | Working in progress, part of this work is accepted in AAAI-2020
[144] HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation連接 | https://arxiv.org/pdf/1912.11976分類 | cs.CV備註 | 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連接 | https://arxiv.org/pdf/1912.11960分類 | cs.LG cs.CV stat.ML備註 | Accepted at AAAI-2020
[146] Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume連接 | https://arxiv.org/pdf/1912.11746分類 | cs.CV備註 | Accepted by AAAI-2020
[147] Planar Prior Assisted PatchMatch Multi-View Stereo連接 | https://arxiv.org/pdf/1912.11744分類 | cs.CV備註 | Accepted by AAAI-2020
[148] Memory Augmented Graph Neural Networks for Sequential Recommendation連接 | https://arxiv.org/pdf/1912.11730分類 | cs.IR備註 | Accepted by the 34th AAAI Conference on Artificial Intelligence (AAAI 2020)
[149] Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization連接 | https://arxiv.org/pdf/1912.11688分類 | cs.CL cs.IR cs.LG備註 | 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連接 | https://arxiv.org/pdf/1912.11597分類 | stat.ML cs.CV cs.LG備註 | AAAI-2020
[151] Meta-Learning PAC-Bayes Priors in Model Averaging連接 | https://arxiv.org/pdf/1912.11252分類 | cs.LG stat.ML備註 | Accepted by AAAI 2020
[152] Cascading Convolutional Color Constancy連接 | https://arxiv.org/pdf/1912.11180分類 | cs.CV備註 | 9 pages, 5 figures, 4 tables, accepted by AAAI-20
[153] Discrete and Continuous Action Representation for Practical RL in Video Games連接 | https://arxiv.org/pdf/1912.11077分類 | cs.LG cs.AI stat.ML備註 | Presented at the AAAI-20 Workshop on Reinforcement Learning in Games
[154] Differentiable Reasoning on Large Knowledge Bases and Natural Language連接 | https://arxiv.org/pdf/1912.10824分類 | cs.LG cs.CL cs.LO備註 | Accepted at the 34th AAAI Conference on Artificial Intelligence (AAAI-20)
[155] Parameterized Indexed Value Function for Efficient Exploration in Reinforcement Learning連接 | https://arxiv.org/pdf/1912.10577分類 | cs.LG cs.AI stat.ML備註 | 17 pages, 4 figures, Proceedings of the 34th AAAI Conference on Artificial Intelligence
[156] Adversarial Cross-Domain Action Recognition with Co-Attention連接 | https://arxiv.org/pdf/1912.10405分類 | cs.CV cs.LG eess.IV備註 | AAAI 2020
[157] Decoupled Attention Network for Text Recognition連接 | https://arxiv.org/pdf/1912.10205分類 | cs.CV備註 | 9 pages, 8 figures, 6 tables, accepted by AAAI-2020
[158] Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions連接 | https://arxiv.org/pdf/1912.10150分類 | cs.CV備註 | AAAI 2020
[159] Dependable Neural Networks for Safety Critical Tasks連接 | https://arxiv.org/pdf/1912.09902分類 | cs.LG stat.ML備註 | 8 pages, 4 figures. Accepted to AAAI EDSMLS Workshop 2020
[160] Mastering Complex Control in MOBA Games with Deep Reinforcement Learning連接 | https://arxiv.org/pdf/1912.09729分類 | cs.AI cs.LG備註 | accepted as a conference paper by AAAI-2020
[161] Practical Solutions for Machine Learning Safety in Autonomous Vehicles連接 | https://arxiv.org/pdf/1912.09630分類 | cs.LG stat.ML備註 | 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連接 | https://arxiv.org/pdf/1912.09297分類 | cs.CL備註 | 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連接 | https://arxiv.org/pdf/1912.09084分類 | cs.CL備註 | AAAI 2020
[164] Scale-wise Convolution for Image Restoration連接 | https://arxiv.org/pdf/1912.09028分類 | cs.CV備註 | AAAI 2020
[165] Discriminative Sentence Modeling for Story Ending Prediction連接 | https://arxiv.org/pdf/1912.09008分類 | cs.CL備註 | 8 pages, accepted as a conference paper at AAAI 2020
[166] COBRA: Context-aware Bernoulli Neural Networks for Reputation Assessment連接 | https://arxiv.org/pdf/1912.08446分類 | cs.MA cs.LG備註 | To be published in the Proceedings of AAAI, Feb 2020
[167] Multi-channel Reverse Dictionary Model連接 | https://arxiv.org/pdf/1912.08441分類 | cs.CL cs.AI cs.IR備註 | Accepted by AAAI Conference on Artificial Intelligence 2020
[168] Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand Hours連接 | https://arxiv.org/pdf/1912.08388分類 | cs.AI cs.CY備註 | 8 pages, 4 figures, Accepted at AAAI 2020 & AIES (Oral) 2020
[169] DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog連接 | https://arxiv.org/pdf/1912.08360分類 | cs.CL備註 | Accepted at AAAI 2020
[170] Lightweight and Robust Representation of Economic Scales from Satellite Imagery連接 | https://arxiv.org/pdf/1912.08197分類 | cs.CV cs.CY備註 | Accepted for oral presentation at AAAI 2020
[171] Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software連接 | https://arxiv.org/pdf/1912.07833分類 | cs.CV備註 | Accepted to AAAI 2020
[172] Deep Iterative and Adaptive Learning for Graph Neural Networks連接 | https://arxiv.org/pdf/1912.07832分類 | cs.LG stat.ML備註 | 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連接 | https://arxiv.org/pdf/1912.07721分類 | cs.LG stat.ML備註 | AAAI Workshop on Deep Learning on Graphs: Methodologies and Applications (DLGMA), 2020
[174] Planning with Abstract Learned Models While Learning Transferable Subtasks連接 | https://arxiv.org/pdf/1912.07544分類 | cs.LG cs.AI cs.RO stat.ML備註 | Accepted at AAAI-20, 9 pages
[175] Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering連接 | https://arxiv.org/pdf/1912.07491分類 | cs.CL備註 | Accepted by AAAI-2020
[176] Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos連接 | https://arxiv.org/pdf/1912.07243分類 | cs.CV備註 | Accepted by AAAI 2020
[177] Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding連接 | https://arxiv.org/pdf/1912.07240分類 | cs.CL cs.LG備註 | Accepted by AAAI 2020
[178] FISR: Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss連接 | https://arxiv.org/pdf/1912.07213分類 | cs.CV備註 | The first two authors contributed equally to this work. Accepted at AAAI 2020
[179] Robust Named Entity Recognition with Truecasing Pretraining連接 | https://arxiv.org/pdf/1912.07095分類 | cs.CL備註 | Accepted to AAAI 2020
[180] How Should an Agent Practice?連接 | https://arxiv.org/pdf/1912.07045分類 | cs.AI備註 | AAAI-2020
[181] Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning連接 | https://arxiv.org/pdf/1912.06989分類 | cs.LG stat.ML備註 | 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連接 | https://arxiv.org/pdf/1912.06842分類 | cs.CV備註 | To appear in AAAI 2020
[183] Associating Natural Language Comment and Source Code Entities連接 | https://arxiv.org/pdf/1912.06728分類 | cs.CL cs.LG cs.SE備註 | Accepted in AAAI 2020
[184] That and There: Judging the Intent of Pointing Actions with Robotic Arms連接 | https://arxiv.org/pdf/1912.06602分類 | cs.RO cs.AI cs.CV cs.HC備註 | Accepted to AAAI 2020, New York City
[185] Active learning in the geometric block model連接 | https://arxiv.org/pdf/1912.06570分類 | cs.SI cs.LG stat.ML備註 | The conference version will appear in AAAI-20
[186] CORE: Automatic Molecule Optimization Using Copy & Refine Strategy連接 | https://arxiv.org/pdf/1912.05910分類 | cs.LG stat.ML備註 | Accepted by AAAI 2020
[187] An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks連接 | https://arxiv.org/pdf/1912.05827分類 | cs.LG stat.ML備註 | AAAI 2020
[188] Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction連接 | https://arxiv.org/pdf/1912.05693分類 | cs.LG stat.ML備註 | Accepted at AAAI 2020
[189] Quality of syntactic implication of RL-based sentence summarization連接 | https://arxiv.org/pdf/1912.05493分類 | cs.CL備註 | AAAI-20 Workshop on Engineering Dependable and Secure Machine Learning Systems (EDSMLS 2020)
[190] Just Add Functions: A Neural-Symbolic Language Model連接 | https://arxiv.org/pdf/1912.05421分類 | cs.LG stat.ML備註 | Preprint of paper accepted for AAAI-2020
[191] Video Person Re-ID: Fantastic Techniques and Where to Find Them連接 | https://arxiv.org/pdf/1912.05295分類 | cs.CV備註 | 2 Page (Student Abstract) accepted in AAAI-20
[192] Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology連接 | https://arxiv.org/pdf/1912.05274分類 | cs.CL cs.LG備註 | AAAI 2020
[193] TANet: Robust 3D Object Detection from Point Clouds with Triple Attention連接 | https://arxiv.org/pdf/1912.05163分類 | cs.CV備註 | AAAI 2020(Oral)
[194] Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling連接 | https://arxiv.org/pdf/1912.05134分類 | cs.CL備註 | AAAI 2020
[195] Towards Better Forecasting by Fusing Near and Distant Future Visions連接 | https://arxiv.org/pdf/1912.05122分類 | cs.LG stat.ML備註 | Accepted by AAAI 2020
[196] Medication Regimen Extraction From Medical Conversations連接 | https://arxiv.org/pdf/1912.04961分類 | cs.CL cs.IR stat.ML備註 | 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連接 | https://arxiv.org/pdf/1912.04947分類 | cs.CY備註 | 6 pages, 1 figure, To appear in the Proceedings of the AAAI 2020 Spring Symposium Series
[198] Robust Market Equilibria with Uncertain Preferences連接 | https://arxiv.org/pdf/1912.04867分類 | cs.GT math.OC備註 | 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連接 | https://arxiv.org/pdf/1912.04786分類 | cs.HC cs.CY cs.LG eess.IV備註 | 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連接 | https://arxiv.org/pdf/1912.04695分類 | cs.LG stat.ML備註 | AAAI-20 (oral presentation); source codes added
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