AAAI - arXivDaily 期刊&会议

2102.06856 2021-02-16 cs.CL

Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection

Wei Wang, Piji Li, Hai-Tao Zheng

Comments AAAI 2021. The potential ethical issues are also discussed in detail

2102.03959 2021-02-16 cs.LG cs.IT math.IT

Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding

Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan

Journal ref published in AAAI 2021

2102.06732 2021-02-16 cs.CV cs.AI cs.IR cs.LG cs.MM

Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution

Jiapeng Wang, Chongyu Liu, Lianwen Jin, Guozhi Tang, Jiaxin Zhang, Shuaitao Zhang, Qianying Wang, Yaqiang Wu, Mingxiang Cai

Comments 8 pages, 5 figures, to be published in AAAI 2021

2102.06479 2021-02-15 cs.LG cs.CV

Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards A Fourier Perspective

Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon

Comments Accepted to AAAI 2021

2102.06245 2021-02-15 cs.AI cs.LG

Knowledge Infused Policy Gradients for Adaptive Pandemic Control

Kaushik Roy, Qi Zhang, Manas Gaur, Amit Sheth

Comments Accepted at AAAI-MAKE 2021

2101.05442 2021-02-15 eess.IV cs.CV cs.LG

Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans

Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding

Comments Accepted by AAAI 2021, COVID-19, Neural Architecture Search, AutoML

2007.04146 2021-02-12 cs.LG stat.ML

Few-Shot One-Class Classification via Meta-Learning

Ahmed Frikha, Denis Krompaß, Hans-Georg Köpken, Volker Tresp

Comments Accepted at AAAI 2021

1911.11931 2021-02-12 cs.CL cs.AI

Evaluating Commonsense in Pre-trained Language Models

Xuhui Zhou, Yue Zhang, Leyang Cui, Dandan Huang

Comments AAAI 2020

2102.05451 2021-02-11 cs.CV cs.AI cs.LG cs.NE

Two Novel Performance Improvements for Evolving CNN Topologies

Yaron Strauch, Jo Grundy

Comments Accepted to AAAI-21 Workshop W17: Learning Network Architecture during Training. 5 pages, 4 figures

2102.05418 2021-02-11 eess.IV cs.CV

Learning to Enhance Visual Quality via Hyperspectral Domain Mapping

Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang

Comments Accepted at AAAI Conference on Artificial Intelligence (AAAI), Student Abstract, 2020

2102.05399 2021-02-11 cs.CV

Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement

Prateek Garg, Murari Mandal, Pratik Narang

Comments Accepted at AAAI Conference on Artificial Intelligence (AAAI), Student Abstract, 2021

2102.00845 2021-02-11 cs.CL

LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing

Takashi Oya, Shigeo Morishima

Comments 4 pages, 3 figures, the paper at AAAI 2021 Workshop on AI Education https://sites.google.com/view/tipce-2021/home

2102.04972 2021-02-10 cs.AI

Principles of Explanation in Human-AI Systems

Shane T. Mueller, Elizabeth S. Veinott, Robert R. Hoffman, Gary Klein, Lamia Alam, Tauseef Mamun, William J. Clancey

Comments AAAI-2021, Explainable Agency in Artificial Intelligence WS, AAAI, Feb, 2021, Virtual Conference, United States

2102.04782 2021-02-10 cs.CV cs.AI cs.LG

Distribution Adaptive INT8 Quantization for Training CNNs

Kang Zhao, Sida Huang, Pan Pan, Yinghan Li, Yingya Zhang, Zhenyu Gu, Yinghui Xu

Comments This paper has been accepted by AAAI 2021

2102.04727 2021-02-10 cs.CV

Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce

Yanhao Zhang, Qiang Wang, Pan Pan, Yun Zheng, Cheng Da, Siyang Sun, Yinghui Xu

Comments accepted by AAAI 2021

2102.04643 2021-02-10 cs.CL

Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog

David Thulke, Nico Daheim, Christian Dugast, Hermann Ney

Comments Accepted by DSTC9 Workshop at AAAI-2021

2101.11422 2021-02-10 cs.CL cs.LG

Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualized Embeddings

Sreyan Ghosh, Sonal Kumar, Harsh Jalan, Hemant Yadav, Rajiv Ratn Shah

Comments 7 pages, 5 figures, 10 tables Submitted as a part of CAD-21 workshop at AAAI-2021

2101.09990 2021-02-10 cs.CL

Unsupervised Key-phrase Extraction and Clustering for Classification Scheme in Scientific Publications

Xiajing Li, Marios Daoutis

Comments Accepted to SDU@AAAI 2021 workshop

1903.02164 2021-02-10 cs.LG stat.ML

Semi-Supervised Few-Shot Learning with Prototypical Random Walks

Ahmed Ayyad, Yuchen Li, Nassir Navab, Shadi Albarqouni, Mohamed Elhoseiny

Comments Accepted by AAAI 2021 Workshop (Oral)

2102.04223 2021-02-09 cs.CV

Multi-level Distance Regularization for Deep Metric Learning

Yonghyun Kim, Wonpyo Park

Comments Accepted to AAAI 2021

2102.04024 2021-02-09 cs.RO cs.CV cs.LG

IDOL: Inertial Deep Orientation-Estimation and Localization

Scott Sun, Dennis Melamed, Kris Kitani

Comments To be published in AAAI 2021

2102.03985 2021-02-09 cs.AI cs.HC cs.LG

Multisource AI Scorecard Table for System Evaluation

Erik Blasch, James Sung, Tao Nguyen

Comments Presented at AAAI FSS-20: Artificial Intelligence in Government and Public Sector, Washington, DC, USA

2102.03983 2021-02-09 cs.CV cs.AI cs.LG

Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning

Zhiqiang Shen, Zechun Liu, Jie Qin, Marios Savvides, Kwang-Ting Cheng

Comments AAAI 2021. A search based fine-tuning strategy for few-shot learning

2102.03827 2021-02-09 cs.SE cs.AI cs.LG

Graph Neural Network to Dilute Outliers for Refactoring Monolith Application

Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam

Comments Published: AAAI 2021

2102.03815 2021-02-09 cs.LG stat.ML

Bandits for Learning to Explain from Explanations

Freya Behrens, Stefano Teso, Davide Mottin

Comments Accepted at the Explainable Agency in Artificial Intelligence Workshop, hosted at the 35th AAAI Conference on Artificial Intelligence, February 2-9, 2021

2102.02371 2021-02-09 cs.CV cs.AI

MeInGame: Create a Game Character Face from a Single Portrait

Jiangke Lin, Yi Yuan, Zhengxia Zou

Comments Accepted to AAAI 2021. Code is now available at https://github.com/FuxiCV/MeInGame

2101.09721 2021-02-09 cs.LG cs.AI cs.NE

Learning Synthetic Environments for Reinforcement Learning with Evolution Strategies

Fabio Ferreira, Thomas Nierhoff, Frank Hutter

Journal ref AAAI 2021 Meta-Learning Workshop

2101.08888 2021-02-09 eess.IV cs.CV cs.LG

Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images

Tinu Theckel Joy, Suman Sedai, Rahil Garnavi

Comments Accepted in AAAI 2021 Workshop on Trustworthy AI for Healthcare

2012.14645 2021-02-09 cs.CL

Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines

Yangming Li, Kaisheng Yao

Comments Accepted as a conference paper at AAAI 2021

2012.12620 2021-02-09 cs.AI cs.LG

Deep Stock Trading: A Hierarchical Reinforcement Learning Framework for Portfolio Optimization and Order Execution

Rundong Wang, Hongxin Wei, Bo An, Zhouyan Feng, Jun Yao

Comments This paper was accepted by AAAI 2021 with the original title: Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management