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期刊&会议

AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9578
1812.09359 2018-12-27 cs.CL

NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks

Fahim Dalvi, Avery Nortonsmith, D. Anthony Bau, Yonatan Belinkov, Hassan Sajjad, Nadir Durrani, James Glass

Comments AAAI Conference on Artificial Intelligence (AAAI 2019), Demonstration track, pages 2

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1812.09355 2018-12-27 cs.CL

What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models

Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Yonatan Belinkov, Anthony Bau, James Glass

Comments AAA 2019, pages 10, AAAI Conference on Artificial Intelligence (AAAI 2019)

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1809.02786 2018-12-27 cs.LG cs.AI cs.CR cs.CV stat.ML

Structure-Preserving Transformation: Generating Diverse and Transferable Adversarial Examples

Dan Peng, Zizhan Zheng, Xiaofeng Zhang

Comments The AAAI-2019 Workshop on Artificial Intelligence for Cyber Security (AICS)

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1811.04576 2018-12-24 stat.ML cs.LG

Estimation of Dimensions Contributing to Detected Anomalies with Variational Autoencoders

Yasuhiro Ikeda, Kengo Tajiri, Yuusuke Nakano, Keishiro Watanabe, Keisuke Ishibashi

Journal ref AAAI-19 Workshop on Network Interpretability for Deep Learning, 2019

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1812.08407 2018-12-21 cs.CL

Context, Attention and Audio Feature Explorations for Audio Visual Scene-Aware Dialog

Shachi H Kumar, Eda Okur, Saurav Sahay, Juan Jose Alvarado Leanos, Jonathan Huang, Lama Nachman

Comments 7 pages, 2 figures, DSTC7 workshop at AAAI 2019

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1711.06761 2018-12-21 cs.LG cs.AI cs.NE

Scalable Recollections for Continual Lifelong Learning

Matthew Riemer, Tim Klinger, Djallel Bouneffouf, Michele Franceschini

Comments AAAI 2019

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1812.07895 2018-12-20 cs.LG cs.AI stat.ML

Interpretable preference learning: a game theoretic framework for large margin on-line feature and rule learning

Mirko Polato, Fabio Aiolli

Comments AAAI 2019

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1812.07759 2018-12-20 cs.SI

"Woman-Metal-White vs Man-Dress-Shorts": Combining Social, Temporal and Image Signals to Understand Popularity of Pinterest Fashion Boards

Suman Kalyan Maity, Anshit Chaudhari, Animesh Mukherjee

Comments 13 pages,4 figures, 14 tables, THE 13TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-2019)

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1812.07653 2018-12-20 cs.HC cs.RO

Using Pupil Diameter to Measure Cognitive Load

Georgios Minadakis, Katrin Lohan

Comments Presented at AI-HRI AAAI-FSS, 2018 (arXiv:1809.06606)

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1812.07627 2018-12-20 cs.LG cs.AI stat.ML

Clustering-Oriented Representation Learning with Attractive-Repulsive Loss

Kian Kenyon-Dean, Andre Cianflone, Lucas Page-Caccia, Guillaume Rabusseau, Jackie Chi Kit Cheung, Doina Precup

Comments AAAI 2019 Workshop on Network Interpretability for Deep Learning (9 pages)

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1812.07023 2018-12-19 cs.CL cs.CV

From FiLM to Video: Multi-turn Question Answering with Multi-modal Context

Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz, Layla El Asri

Comments Accepted for an Oral presentation at the DSTC7 workshop at AAAI 2019

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1812.06362 2018-12-18 math.OC cs.AI

Low-rank semidefinite programming for the MAX2SAT problem

Po-Wei Wang, J. Zico Kolter

Comments Accepted at AAAI'19. The code can be found at https://github.com/locuslab/mixsat

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1812.06360 2018-12-18 cs.LG stat.ML

A Bandit Approach to Maximum Inner Product Search

Rui Liu, Tianyi Wu, Barzan Mozafari

Comments AAAI 2019

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1812.06356 2018-12-18 cs.AI cs.MA cs.RO

Searching with Consistent Prioritization for Multi-Agent Path Finding

Hang Ma, Daniel Harabor, Peter J. Stuckey, Jiaoyang Li, Sven Koenig

Comments AAAI 2019

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1812.06355 2018-12-18 cs.AI cs.RO

Lifelong Path Planning with Kinematic Constraints for Multi-Agent Pickup and Delivery

Hang Ma, Wolfgang Hönig, T. K. Satish Kumar, Nora Ayanian, Sven Koenig

Comments AAAI 2019

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1812.06227 2018-12-18 cs.LG stat.ML

Balanced Linear Contextual Bandits

Maria Dimakopoulou, Zhengyuan Zhou, Susan Athey, Guido Imbens

Comments AAAI 2019 Oral Presentation. arXiv admin note: substantial text overlap with arXiv:1711.07077

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1812.06212 2018-12-18 stat.ME

Adding Constraints to Bayesian Inverse Problems

Jiacheng Wu, Jian-Xun Wang, Shawn C. Shadden

Comments Accepted by 2019 AAAI conference

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1812.06161 2018-12-18 cs.LG cs.AI

Specification-Guided Safety Verification for Feedforward Neural Networks

Weiming Xiang, Hoang-Dung Tran, Taylor T. Johnson

Comments To be presented in AAAI Spring Symposium on Verification of Neural Networks (VNN19)

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1811.03250 2018-12-18 cs.LG stat.ML

ABC: Efficient Selection of Machine Learning Configuration on Large Dataset

Silu Huang, Chi Wang, Bolin Ding, Surajit Chaudhuri

Comments Full version of an AAAI 2019 conference paper

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1809.01357 2018-12-18 cs.LG cs.CY stat.ML

Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference

Mike Wu, Milan Mosse, Noah Goodman, Chris Piech

Comments To appear at AAAI 2019; 9 pages

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1812.06081 2018-12-17 cs.CL cs.IR

A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization

Sendong Zhao, Ting Liu, Sicheng Zhao, Fei Wang

Comments AAAI-2019

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1811.03233 2018-12-17 cs.LG cs.CV stat.ML

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons

Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi

Comments Accepted to AAAI 2019

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1805.05532 2018-12-17 cs.LG cs.CV stat.ML

Knowledge Distillation with Adversarial Samples Supporting Decision Boundary

Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi

Comments Accepted to AAAI 2019

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1812.05411 2018-12-14 cs.CL

Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test?

Mingyue Shang, Zhenxin Fu, Hongzhi Yin, Bo Tang, Dongyan Zhao, Rui Yan

Comments Student Abstract in AAAI-2019

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1812.05407 2018-12-14 cs.CL cs.AI

Abstractive Text Summarization by Incorporating Reader Comments

Shen Gao, Xiuying Chen, Piji Li, Zhaochun Ren, Lidong Bing, Dongyan Zhao, Rui Yan

Comments Accepted by AAAI 2019

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1812.05222 2018-12-14 math.OC

Bezier Simplex Fitting: Describing Pareto Fronts of Simplicial Problems with Small Samples in Multi-objective Optimization

Ken Kobayashi, Naoki Hamada, Akiyoshi Sannai, Akinori Tanaka, Kenichi Bannai, Masashi Sugiyama

Comments To appear in AAAI 2019

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1809.01803 2018-12-14 cs.GT

A Bridge between Liquid and Social Welfare in Combinatorial Auctions with Submodular Bidders

Dimitris Fotakis, Kyriakos Lotidis, Chara Podimata

Comments AAAI-19

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1812.04814 2018-12-13 cs.AI cs.CY

Linking Artificial Intelligence Principles

Yi Zeng, Enmeng Lu, Cunqing Huangfu

Comments AAAI Workshop on Artificial Intelligence Safety (AAAI-Safe AI 2019), 2019

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1812.04784 2018-12-13 cs.CL

Sentence-wise Smooth Regularization for Sequence to Sequence Learning

Chengyue Gong, Xu Tan, Di He, Tao Qin

Comments AAAI 2019

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1812.04677 2018-12-13 cs.SI cs.LG stat.ML

Contrastive Training for Models of Information Cascades

Shaobin Xu, David A. Smith

Comments Accepted in AAAI-18

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