本文汇总了截至2月23日 arxiv上上传的所有AAAI2020录用论文，共计629篇，因篇幅过长，分为三部分，分享给大家。
****AAAI2020论文汇总（part 3）
[401] Justification-Based Reliability in Machine Learning
分类 | cs.LG stat.ML
备注 | Extended version of paper accepted at AAAI 2020 with supplementary materials
[402] Leveraging Multi-view Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
分类 | cs.CV
备注 | 27 pages, with supplementary material, to appear in AAAI 2020
[403] DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue
分类 | cs.CV cs.CL
备注 | Accepted by the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020)
[404] Learning Query Inseparable ELH Ontologies
分类 | cs.AI
备注 | AAAI 2020
[405] VCG Under Sybil (False-name) Attacks -- a Bayesian Analysis
分类 | cs.GT
备注 | This is an extended version of an article to appear in AAAI-2020. Supporting code for generating the article's figures can be found at github.com/yotam-gafni…
[406] Multi-Zone Unit for Recurrent Neural Networks
分类 | cs.CL
备注 | Accepted at AAAI 2020
[407] An Analysis Framework for Metric Voting based on LP Duality
分类 | cs.GT cs.DM econ.TH
备注 | 23 pages An abbreviated version appears in Proceedings of AAAI 2020
[408] Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction
分类 | cs.SI cs.CL
备注 | 8 pages, 7 figures, Accepted by AAAI 2020
[409] Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance
分类 | cs.LG cs.AI cs.RO stat.ML
备注 | Accepted to AAAI 2020. Xiaojian Ma and Mingxuan Jing contributed equally to this work
[410] Fair Division of Mixed Divisible and Indivisible Goods
分类 | cs.GT cs.MA
备注 | Appears in the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020
[411] Suspicion-Free Adversarial Attacks on Clustering Algorithms
分类 | cs.LG stat.ML
备注 | AAAI 2020 Main Technical Conference
[412] Dynamic Instance Normalization for Arbitrary Style Transfer
分类 | cs.CV
备注 | Accepted to AAAI 2020 (Oral)
[413] Unsupervised Attributed Multiplex Network Embedding
分类 | cs.LG stat.ML
备注 | AAAI 2020
[414] CatGAN: Category-aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation
分类 | cs.CL cs.LG cs.NE
备注 | 15 pages, 4 figures. Accepted by AAAI 2020
[415] Sequential Recommendation with Relation-Aware Kernelized Self-Attention
分类 | cs.LG cs.IR stat.ML
备注 | AAAI 2020
[416] CASTER: Predicting Drug Interactions with Chemical Substructure Representation
分类 | cs.LG q-bio.QM stat.ML
备注 | Accepted by AAAI 2020
[417] SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines
分类 | cs.CV
备注 | Accepted by AAAI 2020
[418] Adversarial Transformations for Semi-Supervised Learning
分类 | cs.CV cs.LG
备注 | Accepted by AAAI 2020
[419] Unsupervised Domain Adaptation on Reading Comprehension
分类 | cs.CL cs.LG
备注 | 9 pages, 6 figures, 5 tables, Accepted by AAAI 2020
[420] Supplementary material for Uncorrected least-squares temporal difference with lambda-return
分类 | cs.LG stat.ML
备注 | 9 pages, supplementary material for an AAAI-20 paper
[421] Online Second Price Auction with Semi-bandit Feedback Under the Non-Stationary Setting
分类 | cs.LG cs.DS cs.GT stat.ML
备注 | Accepted to AAAI-20
[422] Progressive Feature Polishing Network for Salient Object Detection
分类 | cs.CV cs.LG stat.ML
备注 | Accepted by AAAI 2020
[423] Computing Equilibria in Binary Networked Public Goods Games
分类 | cs.GT
备注 | Accepted by AAAI 2020. Added acknowledgements information. Updated Proposition 2
[424] Contiguous Cake Cutting: Hardness Results and Approximation Algorithms
分类 | cs.GT cs.CC cs.DS
备注 | Appears in the 34th AAAI Conference on Artificial Intelligence (AAAI), 2020
[425] CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion
分类 | cs.CV
备注 | Camera Ready Version. Accepted by AAAI 2020
[426] SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-world Verification
分类 | cs.CV
备注 | To appear in AAAI 2020
[427] Incentivized Exploration for Multi-Armed Bandits under Reward Drift
分类 | cs.LG stat.ML
备注 | 10 pages, 2 figures, AAAI 2020
[428] Learning Sparse Sharing Architectures for Multiple Tasks
分类 | cs.CL cs.LG
备注 | Accepted by AAAI 2020
[429] A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data
分类 | cs.CL cs.AI cs.LG
备注 | Long paper accepted at AAAI 2020
[430] PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network
分类 | cs.SD eess.AS
备注 | Accepted by AAAI'20
[431] MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams
分类 | cs.LG cs.AI
备注 | 8 pages, Accepted at AAAI Conference on Artificial Intelligence (AAAI), 2020 [oral paper]; updated experiments
[432] Attending to Entities for Better Text Understanding
分类 | cs.CL
备注 | Accepted at AAAI 2020
[433] Privacy-Preserving Gradient Boosting Decision Trees
分类 | cs.LG cs.CR stat.ML
备注 | Accepted to AAAI-20
[434] Practical Federated Gradient Boosting Decision Trees
分类 | cs.LG stat.ML
备注 | Accepted to AAAI-20
[435] Gradient Boosts the Approximate Vanishing Ideal
分类 | stat.ML cs.LG
备注 | 9+10 pages, 1+4 figures, AAAI'20
[436] Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets
分类 | cs.LG stat.ML
备注 | An extended version with 11 pages including appendix; Accepted by AAAI'20;
[437] Guided Weak Supervision for Action Recognition with Scarce Data to Assess Skills of Children with Autism
分类 | cs.CV
备注 | AAAI 2020
[438] Fast Learning of Temporal Action Proposal via Dense Boundary Generator
分类 | cs.CV
备注 | Accepted by AAAI 2020. Ranked No. 1 on ActivityNet Challenge 2019 on Temporal Action Proposals (activity-net.org/challenges/…)
[439] TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection
分类 | cs.CL
备注 | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), Oral Presentation
[440] LMLFM: Longitudinal Multi-Level Factorization Machine
分类 | stat.ML cs.LG stat.AP stat.ME
备注 | Thirty-Fourth AAAI Conference on Artificial Intelligence, accepted
[441] Invariant Representations through Adversarial Forgetting
分类 | cs.LG stat.ML
备注 | To appear in Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI-20)
[442] Fair Allocation through Selective Information Acquisition
分类 | cs.CY cs.GT
备注 | To appear in Proceedings of the 2020 AAAI/ACM Conference on AI, Ethics, and Society (AIES)
[443] Hierarchical Contextualized Representation for Named Entity Recognition
分类 | cs.CL cs.LG
备注 | Accepted by AAAI 2020
[444] Incremental Sense Weight Training for the Interpretation of Contextualized Word Embeddings
分类 | cs.CL
备注 | Paper Accepted to AAAI-20 Student Abstract and Poster Program
[445] Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis
分类 | cs.CL
备注 | This paper is accepted in AAAI 2020
[446] Ensembles of Locally Independent Prediction Models
分类 | cs.LG stat.ML
备注 | This is an expansion of arXiv:1806.08716 with different applications and focus, accepted to AAAI 2020. Latest update clarifies a derivation
[447] Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents
分类 | cs.CL
备注 | Accepted to AAAI 2020
[448] InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
分类 | cs.LG stat.ML
备注 | Accepted at AAAI 2020
[449] Does Speech enhancement of publicly available data help build robust Speech Recognition Systems?
分类 | eess.AS cs.CL cs.SD
备注 | Accepted to AAAI conference of Artificial Intelligence 2020 (abstract)
[450] RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search
分类 | cs.CL
备注 | AAAI 2020
[451] QASC: A Dataset for Question Answering via Sentence Composition
分类 | cs.CL
备注 | AAAI-20 Camera Ready Version
[452] Integrating overlapping datasets using bivariate causal discovery
分类 | stat.ML cs.LG
备注 | Accepted to the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20). 8+2 pages, 3+3 figures. Comments welcome
[453] Conquering the CNN Over-Parameterization Dilemma: A Volterra Filtering Approach for Action Recognition
分类 | cs.CV cs.LG eess.IV
备注 | Accepted at AAAI 2020
[454] Constructing Artificial Data for Fine-tuning for Low-Resource Biomedical Text Tagging with Applications in PICO Annotation
分类 | cs.CL cs.LG stat.ML
备注 | International Workshop on Health Intelligence (W3PHIAI-20); AAAI-20
[455] On Adaptivity in Information-constrained Online Learning
分类 | cs.LG stat.ML
备注 | 34th AAAI Conference on Artificial Intelligence (AAAI 2020). Short version at 11th Optimization for Machine Learning workshop (OPT 2019)
[456] Blameworthiness in Security Games
分类 | cs.AI cs.GT cs.LO math.LO
备注 | 34th AAAI Conference on Artificial Intelligence (AAAI-20), February 7-12, 2020, New York, New York, USA
[457] ALOHA: Artificial Learning of Human Attributes for Dialogue Agents
分类 | cs.CL cs.AI cs.LG
备注 | AAAI 2020
[458] Combining Machine Learning Models using combo Library
分类 | cs.LG cs.IR stat.ML
备注 | In Proceedings of Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020)
[459] Extraction of Complex DNN Models: Real Threat or Boogeyman?
分类 | cs.LG cs.CR stat.ML
备注 | 8 pages, 1 figure, Accepted to The AAAI-20 Workshop on Engineering Dependable and Secure Machine Learning Systems (EDSMLS)
[460] RLCard: A Toolkit for Reinforcement Learning in Card Games
分类 | cs.AI
备注 | AAAI-20 Workshop on Reinforcement Learning in Games
[461] Active Ordinal Querying for Tuplewise Similarity Learning
分类 | stat.ML cs.LG
备注 | Canal and Fenu contributed equally; correction in metadata title - metadata title now matches manuscript title; updated to camera-ready version to appear in AAAI 2020
[462] Knowledge Distillation from Internal Representations
分类 | cs.CL
备注 | To appear in AAAI-2020
[463] Graph Few-shot Learning via Knowledge Transfer
分类 | cs.LG stat.ML
备注 | Accepted by AAAI 2020
[464] Commonsense Knowledge Base Completion with Structural and Semantic Context
分类 | cs.CL cs.AI
备注 | AAAI 2020
[465] FIS-GAN: GAN with Flow-based Importance Sampling
分类 | cs.LG stat.ML
备注 | 10 pages, 9 figures, another format submitted to AAAI-2020, under review. arXiv admin note: text overlap with arXiv:1803.00942 by other authors
[466] Dynamic Embedding on Textual Networks via a Gaussian Process
分类 | cs.LG cs.CL cs.SI stat.ML
备注 | Accepted for presentation at the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)
[467] MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension
分类 | cs.CL cs.LG
备注 | Accepted by AAAI 2020
[468] Hidden Trigger Backdoor Attacks
分类 | cs.CV
备注 | AAAI 2020 - Main Technical Track (Oral)
[469] Automatic Fact-guided Sentence Modification
分类 | cs.CL
备注 | AAAI 2020
[470] Multi-Agent Actor-Critic with Hierarchical Graph Attention Network
分类 | cs.LG cs.AI cs.MA stat.ML
备注 | Accepted as a conference paper at the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), New York, USA
[471] KnowBias: Detecting Political Polarity in Long Text Content
分类 | cs.CL
备注 | 2 pages, 2 figures, to appear in AAAI 2020 Student Abstract and Poster Program
[472] Unified Vision-Language Pre-Training for Image Captioning and VQA
分类 | cs.CV
备注 | AAAI 2020 camera-ready version. The code and the pre-trained models are available at github.com/LuoweiZhou/…
[473] WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series
分类 | cs.LG q-fin.ST stat.ML
备注 | Submitted to the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 20)
[474] An Empirical Study of Content Understanding in Conversational Question Answering
分类 | cs.CL
备注 | Published at AAAI 2020
[475] Hypernym Detection Using Strict Partial Order Networks
分类 | cs.AI cs.CL cs.LG
备注 | AAAI 2020
[476] Cross-Lingual Natural Language Generation via Pre-Training
分类 | cs.CL
备注 | Accepted by AAAI-20
[477] Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods
分类 | eess.SP cs.AI cs.LG stat.ML
备注 | A version of this paper appears in AAAI 2020
[478] Incremental Fairness in Two-Sided Market Platforms: On Smoothly Updating Recommendations
分类 | cs.SI cs.CY
备注 | To Appear In the Proceedings of 34th AAAI Conference on Artificial Intelligence (AAAI), New York, USA, Feb 2020
[479] Adapting Language Models for Non-Parallel Author-Stylized Rewriting
分类 | cs.CL cs.LG
备注 | Accepted for publication in Main Technical Track at AAAI 20
[480] Using Chinese Glyphs for Named Entity Recognition
分类 | cs.CL cs.AI cs.IR cs.LG
备注 | Extended abstract accepted to AAAI-2020, student track
[481] Probing Natural Language Inference Models through Semantic Fragments
分类 | cs.CL
备注 | AAAI camera-ready version
[482] Weighted Sampling for Combined Model Selection and Hyperparameter Tuning
分类 | cs.LG stat.ML
备注 | Accepted for presentation at The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020)
[483] Incorporating Dynamicity of Transportation Network with Multi-Weight Traffic Graph Convolution for Traffic Forecasting
分类 | stat.ML cs.LG
备注 | 7 pages, 5 figures, submitted to AAAI-2020 conference for review
[484] Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors
分类 | cs.LG stat.ML
备注 | Under review for AAAI 20 conference
[485] Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization
分类 | cs.CL cs.LG
备注 | AAAI 2020
[486] A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces
分类 | cs.CL cs.AI
备注 | AAAI 2020
[487] Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset
分类 | cs.CL
备注 | To appear at AAAI 2020
[488] Fine-Grained Entity Typing for Domain Independent Entity Linking
分类 | cs.CL cs.AI cs.LG
备注 | AAAI 2020
[489] Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction
分类 | cs.CV
备注 | Accepted to AAAI 2020
[490] JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video
分类 | eess.IV cs.CV
备注 | The first two authors contributed equally to this work. Accepted at AAAI 2020. (Camera-ready version)
[491] Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors
分类 | stat.ML cs.LG
备注 | AAAI 2020
[492] Exploratory Combinatorial Optimization with Reinforcement Learning
分类 | cs.LG cs.AI stat.ML
备注 | In Proceedings of the 34th National Conference on Artificial Intelligence, AAAI 2020
[493] Fast And Efficient Boolean Matrix Factorization By Geometric Segmentation
分类 | cs.LG cs.CG stat.ML
备注 | Accepted at AAAI 2020
[494] Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning
分类 | cs.LG cs.AI
备注 | AAAI 2020
[495] Linear Context Transform Block
分类 | cs.LG cs.AI cs.CV
备注 | AAAI-2020 accepted
[496] Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching
分类 | cs.CV
备注 | Accepted by AAAI 2020
[497] Off-Policy Evaluation in Partially Observable Environments
分类 | cs.LG cs.AI eess.SY stat.ML
备注 | Accepted to AAAI-2020
[498] MULE: Multimodal Universal Language Embedding
分类 | cs.CV cs.CL
备注 | Accepted as an oral at AAAI 2020
[499] Story Realization: Expanding Plot Events into Sentences
分类 | cs.CL cs.AI cs.LG
备注 | In proceedings of AAAI 2020
[500] Back to the Future -- Sequential Alignment of Text Representations
分类 | cs.CL stat.ML
备注 | AAAI 2020
[501] Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View
分类 | cs.LG cs.SI stat.ML
备注 | Accepted by AAAI 2020. This complete version contains the appendix
[502] Trading-Off Static and Dynamic Regret in Online Least-Squares and Beyond
分类 | cs.LG stat.ML
备注 | Accepted by AAAI 2020
[503] Regression Under Human Assistance
分类 | cs.LG stat.ML
备注 | Accepted in AAAI 2020
[504] Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs
分类 | cs.LG math.OC stat.ML
备注 | Published at AAAI-2020 58 pages
[505] Robot Motion Risk Reasoning Framework
分类 | cs.RO
备注 | Submitted to AAAI-20
[506] Swap Stability in Schelling Games on Graphs
分类 | cs.GT
备注 | AAAI 2020
[507] Semantics-aware BERT for Language Understanding
分类 | cs.CL
备注 | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020)
[508] Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
分类 | cs.CL
备注 | AAAI 2020
[509] Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations
分类 | cs.HC
备注 | The AAAI-20 Workshop on Intelligent Process Automation (IPA-20)
[510] DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension
分类 | cs.CL
备注 | Accepted by AAAI 2020
[511] Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER
分类 | cs.CL
备注 | To appear in AAAI 2020. arXiv admin note: text overlap with arXiv:1910.02586
[512] A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits
分类 | cs.LG stat.ML
备注 | Accepted by AAAI 2020
[513] Gated Convolutional Networks with Hybrid Connectivity for Image Classification
分类 | cs.CV
Report number: Accepted by AAAI 2020
[514] Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation
分类 | cs.CL cs.AI
备注 | accepted by AAAI 2020
[515] Dialog State Tracking with Reinforced Data Augmentation
分类 | cs.CL cs.AI cs.LG
备注 | AAAI 2020
[516] Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta Posterior
分类 | cs.CL cs.LG
备注 | This paper was accepted to AAAI 2020, the copyright is transferred to AAAI
[517] RefNet: A Reference-aware Network for Background Based Conversation
分类 | cs.CL cs.AI cs.LG
备注 | Accepted to AAAI 2020 (Oral)
[518] Message Passing Attention Networks for Document Understanding
分类 | cs.CL
备注 | Accepted at AAAI'20
[519] Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training
分类 | cs.CV
备注 | accepted by AAAI-2020. arXiv admin note: text overlap with arXiv:1909.11740 by other authors
[520] Sex Trafficking Detection with Ordinal Regression Neural Networks
分类 | cs.LG cs.CL stat.ML
备注 | AAAI-20 workshop on Artificial Intelligence for Cyber Security (AICS)
[521] Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding
分类 | cs.LG cs.CL stat.ML
备注 | In Proceedings of AAAI 2020
[522] SG-Net: Syntax-Guided Machine Reading Comprehension
分类 | cs.CL
备注 | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020)
[523] Regional Tree Regularization for Interpretability in Black Box Models
分类 | cs.LG stat.ML
备注 | AAAI 2020 (Oral)
[524] Detecting semantic anomalies
分类 | cs.CV cs.LG
备注 | Preprint for AAAI '20 publication
[525] Repetitive Reprediction Deep Decipher for Semi-Supervised Learning
分类 | cs.CV cs.LG stat.ML
备注 | Accepted by AAAI 2020
[526] A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models
分类 | cs.SI cs.CR cs.LG stat.ML
备注 | Accepted by the AAAI 2020
[527] Softmax Disp: Towards Understanding Intra- and Inter-class Objective for Embedding Learning
分类 | cs.CV cs.LG
备注 | Accepted to AAAI-2020, Oral presentation
[528] ERNIE 2.0: A Continual Pre-training Framework for Language Understanding
分类 | cs.CL
备注 | 11 pages, 3 figures and 7 tables; Accepted by AAAI 2020
[529] Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment
分类 | cs.CL cs.AI cs.LG
备注 | AAAI 2020 (Oral)
[530] A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing
分类 | cs.GR cs.CV eess.IV
备注 | Accepted by AAAI 2020
[531] Light Multi-segment Activation for Model Compression
分类 | cs.LG
备注 | Thirty-Fourth AAAI Conference on Artificial Intelligence. 2020
[532] Deep Learning-powered Iterative Combinatorial Auctions
分类 | cs.GT
备注 | AAAI 2020 Conference
[533] An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies
分类 | cs.LG stat.ML
备注 | In 34th AAAI Conference on Artificial Intelligence (AAAI 2020)
[534] Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation
分类 | cs.LG stat.ML
备注 | The short version of this paper has been accepted to AAAI-20 Workshop on Deep Learning on Graphs: Methodologies and Applications (DLGMA 2020)
[535] Adapting Stable Matchings to Evolving Preferences
分类 | cs.GT
备注 | Accepted to AAAI 2020
[536] Bipartite Graph Neural Networks for Efficient Node Representation Learning
分类 | cs.SI cs.LG stat.ML
备注 | AAAI 2020
[537] Learning to Interactively Learn and Assist
分类 | cs.AI cs.LG cs.MA
备注 | AAAI 2020. Video overview at youtu.be/8yBvDBuAPrw, paper website with videos and interactive game at interactive-learning.github.io/
[538] Proximal Distilled Evolutionary Reinforcement Learning
分类 | cs.LG cs.NE stat.ML
备注 | Camera-ready version for AAAI-20. Contains 10 pages, 11 figures
[539] Deep Conservative Policy Iteration
分类 | cs.LG stat.ML
备注 | AAAI 2020 (long version)
[540] Posterior-Guided Neural Architecture Search
分类 | cs.LG stat.ML
备注 | Accepted by AAAI 2020
[541] Nonlinear System Identification via Tensor Completion
分类 | cs.LG stat.ML
备注 | AAAI 2020
[542] Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes
分类 | cs.NE cs.LG stat.ML
备注 | To be published at AAAI 2020 conference
[543] Image-Adaptive GAN based Reconstruction
分类 | eess.IV cs.CV cs.LG
备注 | Accepted to AAAI 2020. Code available at github.com/shadyabh/IA…
[544] Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer
分类 | cs.LG stat.ML
备注 | To be presented at AAAI 2020
[545] Human-Machine Collaboration for Fast Land Cover Mapping
分类 | cs.HC cs.CV
备注 | To appear in AAAI 2020
[546] The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response
分类 | cs.AI stat.AP
备注 | Proceedings of the 34th AAAI Conference on Artificial Intelligence, New York, USA. 2020
[547] Reinforcement Learning When All Actions are Not Always Available
分类 | cs.LG stat.ML
备注 | Thirty-fourth Conference on Artificial Intelligence (AAAI 2020)
[548] Lifelong Learning with a Changing Action Set
分类 | cs.LG stat.ML
备注 | Thirty-fourth Conference on Artificial Intelligence (AAAI 2020)
[549] Efficient Neural Architecture Search via Proximal Iterations
分类 | cs.LG stat.ML
备注 | Accepted by AAAI-2020
[550] Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series
分类 | cs.LG cs.AI cs.NE stat.ML
备注 | 8 pages, 4 figures, accepted to AAAI 2020, code available at: github.com/ztangent/mu…
[551] Structured Output Learning with Conditional Generative Flows
分类 | cs.LG stat.ML
备注 | Accepted to AAAI 2020
[552] Semantics-Aligned Representation Learning for Person Re-identification
分类 | cs.CV
备注 | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)
[553] AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows
分类 | cs.LG cs.NE stat.ML
备注 | AAAI 2020
[554] Particle Filter Recurrent Neural Networks
分类 | cs.LG stat.ML
备注 | Accepted to AAAI 2020
[555] Learning to Crawl
分类 | cs.LG stat.ML
备注 | Published at AAAI 2020
[556] Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning
分类 | cs.CL
备注 | Association for the Advancement of Artificial Intelligence. AAAI 2020
[557] Capsule Routing via Variational Bayes
分类 | cs.LG cs.CV stat.ML
备注 | AAAI 2020 Accepted Paper
[558] Path Planning Problems with Side Observations-When Colonels Play Hide-and-Seek
分类 | cs.GT cs.LG
备注 | Previously, this work appeared as arXiv:1911.09023 which was mistakenly submitted as a new article (has been submitted to be withdrawn). This is a preprint of the work published in Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI)
[559] Quantization-Based Regularization for Autoencoders
分类 | cs.LG stat.ML
备注 | AAAI 2020
[560] Learning to Auto Weight: Entirely Data-driven and Highly Efficient Weighting Framework
分类 | cs.LG cs.CV
备注 | Accepted by AAAI 2020
[561] Policy Search by Target Distribution Learning for Continuous Control
分类 | cs.LG stat.ML
备注 | AAAI-20 (oral)
[562] Explainable Reinforcement Learning Through a Causal Lens
分类 | cs.LG cs.AI cs.HC stat.ML
备注 | Accepted to AAAI 2020 - full paper (oral) - main track
[563] OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization
分类 | cs.CV
备注 | AAAI 2020
[564] Path Ranking with Attention to Type Hierarchies
分类 | cs.AI cs.CL cs.LG
备注 | Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)
[565] Bivariate Beta-LSTM
分类 | cs.LG stat.ML
备注 | AAAI 2020
[566] Variational Inference for Sparse Gaussian Process Modulated Hawkes Process
分类 | cs.LG stat.ML
备注 | AAAI-20
[567] Training Decision Trees as Replacement for Convolution Layers
分类 | cs.LG stat.ML
备注 | Will be published in the proceedings oft he AAAI 2020 conference
[568] Adversarially Robust Distillation
分类 | cs.LG cs.CV stat.ML
备注 | Accepted to AAAI 2020
[569] Fairness in Machine Learning with Tractable Models
分类 | cs.LG cs.AI cs.SC stat.ML
备注 | In AAAI Workshop: Statistical Relational Artificial Intelligence (StarAI), 2020. (This is the extended version.)
[570] Graph-Based Decoding Model for Functional Alignment of Unaligned fMRI Data
分类 | cs.LG eess.IV stat.ML
备注 | 17 pages, 10 figures, Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI-20)
[571] Adversarial Image Translation: Unrestricted Adversarial Examples in Face Recognition Systems
分类 | cs.LG cs.CR cs.CV stat.ML
备注 | Kazuya Kakizaki and Kosuke Yoshida share equal contributions. Accepted at AAAI Workshop on Artificial Intelligence Safety (2020)
[572] An ADMM Based Framework for AutoML Pipeline Configuration
分类 | cs.LG stat.ML
备注 | published at AAAI 2020
[573] Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks
分类 | cs.LG stat.ML
备注 | Accepted to AAAI 2020 (Poster)
[574] Fine-Grained Argument Unit Recognition and Classification
分类 | cs.CL
备注 | AAAI 2020
[575] Generative Exploration and Exploitation
分类 | cs.LG cs.AI stat.ML
备注 | AAAI'20
[576] Reliable Multi-label Classification: Prediction with Partial Abstention
分类 | cs.LG stat.ML
备注 | Proceedings AAAI-20, Thirty-Fourth AAAI Conference on Artificial Intelligence, New York, USA, 2020
[577] One Homonym per Translation
分类 | cs.CL
备注 | Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 34. 2020
[578] Object-Oriented Dynamics Learning through Multi-Level Abstraction
分类 | cs.LG cs.AI cs.CV stat.ML
备注 | Accepted to the Thirthy-Fourth AAAI Conference On Artificial Intelligence (AAAI), 2020
[579] Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking
分类 | cs.CL cs.LG
备注 | To appear at AAAI 2020
[580] Few-Shot Bayesian Imitation Learning with Logical Program Policies
分类 | cs.AI
备注 | AAAI 2020
[581] When AWGN-based Denoiser Meets Real Noises
分类 | cs.CV
备注 | Accepted by AAAI 2020
[582] Detecting Human-Object Interactions via Functional Generalization
分类 | cs.CV
备注 | To be presented at AAAI 2020
[583] Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces
分类 | cs.LG stat.ML
备注 | AAAI 2020. We are preparing to distribute the implementation
[584] Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting
分类 | cs.AI cs.LG
备注 | To appear in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20). Code and data available at: github.com/ralphabb/Ne…
[585] Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks
分类 | cs.CV
备注 | 8 pages, 7 figures, Accepted paper in AAAI Conference on Artificial Intelligence (AAAI), 2020
[586] On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models
分类 | stat.ML cs.CV cs.LG
备注 | Code available at: github.com/point0bar1/…
[587] Zero Shot Learning with the Isoperimetric Loss
分类 | cs.LG cs.CV stat.ML
备注 | Accepted to AAAI-20
[588] Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection
分类 | cs.CV cs.LG stat.ML
备注 | Accepted to AAAI 2020
[589] Temporal Logics Over Finite Traces with Uncertainty (Technical Report)
分类 | cs.LO cs.AI
备注 | Extended version of paper accepted at AAAI 2020
[590] Learning To Follow Directions in Street View
分类 | cs.AI cs.CL cs.CV
备注 | AAAI 2020
[591] Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labels
分类 | cs.LG stat.ML
备注 | AAAI Conference on Artificial Intelligence (AAAI 2020)
[592] EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
分类 | cs.LG cs.SI stat.ML
备注 | AAAI 2020. The code is available at github.com/IBM/EvolveG…
[593] ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems
分类 | cs.LG math.DS stat.ML
备注 | Published at the Thirty-fourth AAAI Conference on Artificial Intelligence
[594] Improved Knowledge Distillation via Teacher Assistant
分类 | cs.LG cs.AI stat.ML
备注 | AAAI 2020
[595] Cost-Effective Incentive Allocation via Structured Counterfactual Inference
分类 | stat.ML cs.LG
备注 | Association for the Advancement of Artificial Intelligence (AAAI) 2020
[596] Generalization Error Bounds of Gradient Descent for Learning Over-parameterized Deep ReLU Networks
分类 | cs.LG math.OC stat.ML
备注 | 27 pages. This version simplifies the proof and improves the presentation in Version 3. In AAAI 2020
[597] Collaborative Sampling in Generative Adversarial Networks
分类 | cs.LG cs.CV stat.ML
备注 | Accepted to AAAI 2020
[598] Differentiable Grammars for Videos
分类 | cs.CV cs.LG
备注 | AAAI-2020
[599] Span Model for Open Information Extraction on Accurate Corpus
分类 | cs.CL
备注 | this paper has been accepted by AAAI 2020
[600] Sample Complexity Bounds for Recurrent Neural Networks with Application to Combinatorial Graph Problems
分类 | stat.ML cs.LG
备注 | A two-page summary of this paper has been accepted as a student abstract at AAAI-20, this is the extended full version
[601] Harnessing GANs for Zero-shot Learning of New Classes in Visual Speech Recognition
分类 | cs.LG stat.ML
备注 | Accepted for poster presentation at AAAI 2020. Dhruva Sahrawat and Yaman Kumar contributed equally to this work
[602] Learning and Reasoning for Robot Sequential Decision Making under Uncertainty
分类 | cs.AI
备注 | In proceedings of 34th AAAI conference on Artificial Intelligence, 2020
[603] ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System
分类 | cs.LG eess.SP stat.ML
备注 | Accepted by AAAI 2020
[604] Exploiting Cross-Lingual Subword Similarities in Low-Resource Document Classification
分类 | cs.CL cs.LG
备注 | AAAI 2020
[605] Building Jiminy Cricket: An Architecture for Moral Agreements Among Stakeholders
分类 | cs.AI
备注 | Presented at the AAAI/ACM Artificial Intelligence, Ethics and Society
[606] Adversarial Framing for Image and Video Classification
分类 | cs.CV cs.AI cs.LG stat.ML
备注 | This is an extended version of the paper published at 33rd AAAI Conference on Artificial Intelligence (see doi.org/10.1609/aaa… )
[607] Learning Transferable Adversarial Examples via Ghost Networks
分类 | cs.CV cs.LG
备注 | To appear in AAAI-20
[608] SADA: Semantic Adversarial Diagnostic Attacks for Autonomous Applications
分类 | cs.CV cs.CR cs.LG cs.RO
备注 | Accepted at AAAI'20
[609] Universal Adversarial Training
分类 | cs.CV cs.CR cs.LG
备注 | Accepted to AAAI 2020
[610] CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation
分类 | cs.CV
备注 | 9 pages, 4 figures, AAAI 2020
[611] EFANet: Exchangeable Feature Alignment Network for Arbitrary Style Transfer
分类 | cs.CV cs.GR
备注 | Accepted by AAAI 2020
[612] Generate, Segment and Refine: Towards Generic Manipulation Segmentation
分类 | cs.CV
备注 | AAAI-2020
[613] Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution
分类 | cs.CV
备注 | 8 pages, to appear on AAAI 2020
[614] On the Generation of Medical Question-Answer Pairs
分类 | cs.AI cs.CL
备注 | AAAI 2020
[615] Online Planner Selection with Graph Neural Networks and Adaptive Scheduling
分类 | cs.AI cs.LG stat.ML
备注 | AAAI 2020. Code is released at github.com/matenure/GN…. Data set is released at github.com/IBM/IPC-gra…
[616] Learning to Communicate Implicitly By Actions
分类 | cs.AI
备注 | AAAI 2020
[617] Empirical Bounds on Linear Regions of Deep Rectifier Networks
分类 | cs.LG cs.AI math.OC stat.ML
备注 | AAAI 2020
[618] Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks
分类 | cs.LG stat.ML
备注 | AAAI 2020, sites.google.com/view/q-map-…
[619] Abstracting Probabilistic Models: A Logical Perspective
分类 | cs.AI cs.LG cs.LO
备注 | In AAAI Workshop: Statistical Relational Artificial Intelligence, 2020. (This is the extended version.)
[620] Reinforcement Learning with Perturbed Rewards
分类 | cs.LG cs.CR cs.CV stat.ML
备注 | AAAI 2020 (Spotlight)
[621] Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise
分类 | math.OC cs.CV math.ST
备注 | Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
[622] Why Do Neural Response Generation Models Prefer Universal Replies?
分类 | cs.CL
备注 | Preprint of the paper presented to the AAAI 2020 Workshop on Interactive and Conversational Recommendation Systems (WICRS)
[623] Count-Based Exploration with the Successor Representation
分类 | cs.LG cs.AI stat.ML
备注 | This paper appears in the Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI 2020)
[624] Deep Mixed Effect Model using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare
分类 | stat.ML cs.LG
备注 | AAAI 2020
[625] Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition under Reshuffling
分类 | cs.LG stat.ML
备注 | AAAI-2020
[626] Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search
分类 | cs.LG cs.AI cs.CV cs.DC stat.ML
备注 | To appear in the Thirty-Fourth AAAI conference on Artificial Intelligence (AAAI-2020)
[627] Cakewalk Sampling
分类 | stat.ML cs.AI cs.LG
备注 | Accepted as a conference paper by AAAI-2020 (oral presentation)
[628] Learning General Latent-Variable Graphical Models with Predictive Belief Propagation
分类 | cs.LG cs.AI stat.ML
备注 | In AAAI 2020 proceedings
[629] Semiring Programming: A Declarative Framework for Generalized Sum Product Problems
分类 | cs.AI cs.LG cs.LO
备注 | In AAAI Workshop: Statistical Relational Artificial Intelligence, 2020
—完—
