AAAI

CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG

Pritam Sarkar, Ali Etemad

Comments Accepted in AAAI 2021

Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning

Haotian Fu, Hongyao Tang, Jianye Hao, Chen Chen, Xidong Feng, Dong Li, Wulong Liu

Comments Accepted to AAAI 2021

FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding

Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu

Comments Accepted to AAAI 2021; Top-1 Performance on XTREME (https://sites.research.google/xtreme, September 8, 2020) and XGLUE (https://microsoft.github.io/XGLUE, September 14, 2020) benchmark

Addressing Class Imbalance in Federated Learning

Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu

Comments 17 pages, Accept by AAAI 2021

Liquid Time-constant Networks

Ramin Hasani, Mathias Lechner, Alexander Amini, Daniela Rus, Radu Grosu

Comments Accepted to the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks

Xin Chen, Lingxi Xie, Jun Wu, Longhui Wei, Yuhui Xu, Qi Tian

Comments Accepted to AAAI 2021

Improved Consistency Regularization for GANs

Zhengli Zhao, Sameer Singh, Honglak Lee, Zizhao Zhang, Augustus Odena, Han Zhang

Comments AAAI 2021

Mastering Complex Control in MOBA Games with Deep Reinforcement Learning

Deheng Ye, Zhao Liu, Mingfei Sun, Bei Shi, Peilin Zhao, Hao Wu, Hongsheng Yu, Shaojie Yang, Xipeng Wu, Qingwei Guo, Qiaobo Chen, Yinyuting Yin, Hao Zhang, Tengfei Shi, Liang Wang, Qiang Fu, Wei Yang, Lanxiao Huang

Comments AAAI 2020

Unsupervised Opinion Summarization with Content Planning

Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata

Comments AAAI 2021

Towards Fairness in Classifying Medical Conversations into SOAP Sections

Elisa Ferracane, Sandeep Konam

Comments To be presented at AAAI TAIH Workshop 2021

Simple or Complex? Learning to Predict Readability of Bengali Texts

Susmoy Chakraborty, Mir Tafseer Nayeem, Wasi Uddin Ahmad

Comments Accepted for publication at AAAI 2021

Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints

Xin Li, Xiangrui Li, Deng Pan, Dongxiao Zhu

Comments To appear in the proceedings of Thirty-Five AAAI Conference on Artificial Intelligence (AAAI-21)

Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff

Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu

Comments 9pages, 4 figures, accepted by AAAI 2021

An End-to-End Solution for Named Entity Recognition in eCommerce Search

Xiang Cheng, Mitchell Bowden, Bhushan Ramesh Bhange, Priyanka Goyal, Thomas Packer, Faizan Javed

Comments Accepted by AAAI IAAI-2021 Highly Innovative Applications of AI track

Movie Summarization via Sparse Graph Construction

Pinelopi Papalampidi, Frank Keller, Mirella Lapata

Comments Accepted at AAAI 2021

Temporal Relational Modeling with Self-Supervision for Action Segmentation

Dong Wang, Di Hu, Xingjian Li, Dejing Dou

Comments Accepted by the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21)

Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension

Xiuying Chen, Zhi Cui, Jiayi Zhang, Chen Wei, Jianwei Cui, Bin Wang, Dongyan Zhao, Rui Yan

Comments 9 pages, 1 figure

Journal ref AAAI 2021

HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation

Xiaoyang Lyu, Liang Liu, Mengmeng Wang, Xin Kong, Lina Liu, Yong Liu, Xinxin Chen, Yi Yuan

Comments 9 pages, 5 figures. Accepted to 35th AAAI Conference on Artificial Intelligence (AAAI 2021)

Multi-SpectroGAN: High-Diversity and High-Fidelity Spectrogram Generation with Adversarial Style Combination for Speech Synthesis

Sang-Hoon Lee, Hyun-Wook Yoon, Hyeong-Rae Noh, Ji-Hoon Kim, Seong-Whan Lee

Comments 9 pages, 3 figures, Accepted paper in AAAI Conference on Artificial Intelligence (AAAI), 2021

Few Shot Adaptive Normalization Driven Multi-Speaker Speech Synthesis

Neeraj Kumar, Srishti Goel, Ankur Narang, Brejesh Lall

Comments Submitted to AAAI 2020

TDAF: Top-Down Attention Framework for Vision Tasks

Bo Pang, Yizhuo Li, Jiefeng Li, Muchen Li, Hanwen Cao, Cewu Lu

Comments Conference paper in AAAI 2021

Multi-Domain Multi-Task Rehearsal for Lifelong Learning

Fan Lyu, Shuai Wang, Wei Feng, Zihan Ye, Fuyuan Hu, Song Wang

Comments Accepted by AAAI 2021

Leaking Sensitive Financial Accounting Data in Plain Sight using Deep Autoencoder Neural Networks

Marco Schreyer, Chistian Schulze, Damian Borth

Comments 8 pages (excl. appendix), 4 Figures, 2 Tables, AAAI-21 Workshop on Knowledge Discovery from Unstructured Data in Financial Services, this paper is the initial accepted version

Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network

Jiayi Ji, Yunpeng Luo, Xiaoshuai Sun, Fuhai Chen, Gen Luo, Yongjian Wu, Yue Gao, Rongrong Ji

Comments Accepted at AAAI 2021 (preprint version)

Iterative Utterance Segmentation for Neural Semantic Parsing

Yinuo Guo, Zeqi Lin, Jian-Guang Lou, Dongmei Zhang

Comments Accepted by AAAI 2021

Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion

Ziyue Qiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou

Comments 2 pages, accepted by AAAI-21 student abstract and poster program

C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling

Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu

Comments Accepted by AAAI-2021

Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation

Shuang Li, Fangrui Lv, Binhui Xie, Chi Harold Liu, Jian Liang, Chen Qin

Comments Accepted as AAAI 2021. The code is publicly available at https://github.com/BIT-DA/BCDM

Normalized Label Distribution: Towards Learning Calibrated, Adaptable and Efficient Activation Maps

Utkarsh Uppal, Bharat Giddwani

Comments Accepted in AAAI 2021 Workshop on "Towards Robust, Secure and Efficient Machine Learning"

Reinforced Multi-Teacher Selection for Knowledge Distillation

Fei Yuan, Linjun Shou, Jian Pei, Wutao Lin, Ming Gong, Yan Fu, Daxin Jiang

Comments AAAI 2021