Order-Free RNN with Visual Attention for Multi-Label Classification
Comments Accepted at 32nd AAAI Conference on Artificial Intelligence (AAAI-18)
期刊&会议
AAAI
AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence
On Data-Dependent Random Features for Improved Generalization in Supervised Learning
Comments 12 pages; (pages 1-8) to appear in Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2018
FiLM: Visual Reasoning with a General Conditioning Layer
Comments AAAI 2018. Code available at http://github.com/ethanjperez/film . Extends arXiv:1707.03017
Learning Visual Reasoning Without Strong Priors
Comments Full AAAI 2018 paper is at arXiv:1709.07871. Presented at ICML 2017's Machine Learning in Speech and Language Processing Workshop. Code is at http://github.com/ethanjperez/film
Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams
Comments Proceedings of AI for Cyber Security Workshop at AAAI 2017
Alternating Optimisation and Quadrature for Robust Control
Comments To appear in AAAI 2018. Video of policy learnt in simulation deployed on a real hexapod see https://youtu.be/ME90xtIPsKk
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment
Comments AAAI'18
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition
Comments AAAI-18. arXiv admin note: substantial text overlap with arXiv:1707.08831
Learning Binary Residual Representations for Domain-specific Video Streaming
Comments Accepted in AAAI'18. Project website at https://research.nvidia.com/publication/2018-02_Learning-Binary-Residual
Multi-focus Attention Network for Efficient Deep Reinforcement Learning
Comments AAAI 2017 Workshop on What's next for AI in games (WNAIG 2017), 2017
Provably Accurate Double-Sparse Coding
Comments 40 pages. An abbreviated conference version appears at AAAI 2018
Deception Detection in Videos
Comments AAAI 2018, project page: https://doubaibai.github.io/DARE/
Allocation Problems in Ride-Sharing Platforms: Online Matching with Offline Reusable Resources
Comments To appear in AAAI 2018
Scale Up Event Extraction Learning via Automatic Training Data Generation
Comments 8 pages, accepted by AAAI 2018
Maintaining The Humanity of Our Models
Comments Accepted into the 2018 AAAI Spring Symposium: AI and Society: Ethics, Safety and Trustworthiness in Intelligent Agents
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach
Comments 8 pages, 14 figures, AAAI 2018
Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis
Comments Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2018
RelNN: A Deep Neural Model for Relational Learning
Comments 9 pages, 8 figures, accepted at AAAI-2018
Long Text Generation via Adversarial Training with Leaked Information
Comments 14 pages, AAAI 2018
Group Activity Selection on Social Networks
Comments Preliminary versions of this article appeared in Proceedings of the 31st AAAI Conference on Artificial Intelligence (Igarashi et al., 2017), and Proceedings of the 16th International Joint Conference on Autonomous Agents and Multi Agent Systems (Igarashi et al., 2017). In this longer version, we provide all proofs that were omitted from the conference version and improve some of the results
r-BTN: Cross-domain Face Composite and Synthesis from Limited Facial Patches
Comments Accepted by AAAI 2018
Multi-channel Encoder for Neural Machine Translation
Comments Accepted by AAAI-2018
Co-domain Embedding using Deep Quadruplet Networks for Unseen Traffic Sign Recognition
Comments To appear in AAAI 2018
Neural Cross-Lingual Entity Linking
Comments Association for the Advancement of Artificial Intelligence (AAAI), 2018
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration
Comments AAAI 2018
Discriminant Projection Representation-based Classification for Vision Recognition
Comments Accepted by the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18)
Deep Semantic Role Labeling with Self-Attention
Comments Accepted by AAAI-2018
Compatibility Family Learning for Item Recommendation and Generation
Comments 9 pages, accepted to AAAI 2018
Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning about Moving Objects
Comments Preprint of final publication published as part of AAAI 2018: J. Suchan., M. Bhatt, Wałęga, P., Schultz, C. (2018). Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning about Moving Objects. In AAAI 2018: Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, February 2-7, 2018, New Orleans, USA
MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence
Comments NIPS 2017 & AAAI 2018 Demo
