IJCAI

Term Expansion and FinBERT fine-tuning for Hypernym and Synonym Ranking of Financial Terms

Ankush Chopra, Sohom Ghosh

Comments Accepted at 3rd Workshop on Financial Technology and Natural Language Processing (FinNLP) in conjunction with 30th International Joint Conference on Artificial Intelligence (IJCAI) 2021

Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study

Mattia Medina Grespan, Ashim Gupta, Vivek Srikumar

Comments IJCAI 2021 paper (Extended Version)

P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection

Zhiwei Zhang, Shifeng Chen, Lei Sun

Comments IJCAI 2020

Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference

Xiaofeng Liu, Bo Hu, Linghao Jin, Xu Han, Fangxu Xing, Jinsong Ouyang, Jun Lu, Georges EL Fakhri, Jonghye Woo

Comments 30th International Joint Conference on Artificial Intelligence (IJCAI) 2021

Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare

Arpita Biswas, Gaurav Aggarwal, Pradeep Varakantham, Milind Tambe

Comments To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

Guided Generation of Cause and Effect

Zhongyang Li, Xiao Ding, Ting Liu, J. Edward Hu, Benjamin Van Durme

Comments accepted in IJCAI 2020 main track

FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare

Yiqiang Chen, Wang Lu, Jindong Wang, Xin Qin

Comments Accepted by IJCAI-21 workshop on federated learning

On the Neural Tangent Kernel of Deep Networks with Orthogonal Initialization

Wei Huang, Weitao Du, Richard Yi Da Xu

Comments revised theorems and completed proofs

Journal ref IJCAI 2021

Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion

Suzhen Wang, Lincheng Li, Yu Ding, Changjie Fan, Xin Yu

Journal ref IJCAI 2021

SiamRCR: Reciprocal Classification and Regression for Visual Object Tracking

Jinlong Peng, Zhengkai Jiang, Yueyang Gu, Yang Wu, Yabiao Wang, Ying Tai, Chengjie Wang, Weiyao Lin

Comments The 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

Self Training with Ensemble of Teacher Models

Soumyadeep Ghosh, Sanjay Kumar, Janu Verma, Awanish Kumar

Journal ref IJCAI 2021 Workshop on Weakly Supervised Representation Learning

A Streaming End-to-End Framework For Spoken Language Understanding

Nihal Potdar, Anderson R. Avila, Chao Xing, Dong Wang, Yiran Cao, Xiao Chen

Comments Accepted at IJCAI 2021

Towards an Interpretable Latent Space in Structured Models for Video Prediction

Rushil Gupta, Vishal Sharma, Yash Jain, Yitao Liang, Guy Van den Broeck, Parag Singla

Comments Accepted at Weakly Supervised Representation Learning Workshop at IJCAI 2021

Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning

Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan

Comments 7 pages, 5 figures, 3 tables. Accepted by the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)

Deep Automatic Natural Image Matting

Jizhizi Li, Jing Zhang, Dacheng Tao

Comments Accepted to IJCAI-21, code and dataset available at https://github.com/JizhiziLi/AIM

Applying the Case Difference Heuristic to Learn Adaptations from Deep Network Features

Xiaomeng Ye, Ziwei Zhao, David Leake, Xizi Wang, David Crandall

Comments 7 pages, 2 figures, 1 table. To be published in the IJCAI-21 Workshop on Deep Learning, Case-Based Reasoning, and AutoML: Present and Future Synergies

Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning

Mingkun Xu, Yujie Wu, Lei Deng, Faqiang Liu, Guoqi Li, Jing Pei

Comments Accepted by IJCAI-21

Learn from Anywhere: Rethinking Generalized Zero-Shot Learning with Limited Supervision

Gaurav Bhatt, Shivam Chandhok, Vineeth N Balasubramanian

Comments Accepted at IJCAI'21 workshop on Weakly Supervised Representation Learning

Encoding Compositionality in Classical Planning Solutions

Angeline Aguinaldo, William Regli

Comments IJCAI Generalization in Planning Workshop 2021

SimDem A Multi-agent Simulation Environment to Model Persons with Dementia and their Assistance

Muhammad Salman Shaukat, Bjarne Christian Hiller, Sebastian Bader, Thomas Kirste

Comments 5 pages, accepted in ARIAL@IJCAI 2021: 4th Workshop on AI for Aging, Rehabilitation, and Intelligent Assisted Living

A Weakly-Supervised Depth Estimation Network Using Attention Mechanism

Fang Gao, Jiabao Wang, Jun Yu, Yaoxiong Wang, Feng Shuang

Comments 8 pages, 8 figures, IJCAI-WSRL

Faster Guarantees of Evolutionary Algorithms for Maximization of Monotone Submodular Functions

Victoria G. Crawford

Comments To be presented as a full paper at IJCAI 2021

Statistical Analysis of Perspective Scores on Hate Speech Detection

Hadi Mansourifar, Dana Alsagheer, Weidong Shi, Lan Ni, Yan Huang

Comments Accepted paper in International IJCAI Workshop on Artificial Intelligence for Social Good 2021

Direct Measure Matching for Crowd Counting

Hui Lin, Xiaopeng Hong, Zhiheng Ma, Xing Wei, Yunfeng Qiu, Yaowei Wang, Yihong Gong

Comments Accepted by International Joint Conference on Artificial Intelligence (IJCAI2021)

A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification

Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Xinwang Liu, Bin Hu

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). Journal version of https://www.ijcai.org/proceedings/2020/0125 (IJCAI 2020). Codes are available at https://github.com/Kali-Hac/Locality-Awareness-SGE. arXiv admin note: text overlap with arXiv:2008.09435

Against Membership Inference Attack: Pruning is All You Need

Yijue Wang, Chenghong Wang, Zigeng Wang, Shanglin Zhou, Hang Liu, Jinbo Bi, Caiwen Ding, Sanguthevar Rajasekaran

Comments Machine Learning (cs.LG); Cryptography and Security (cs.CR); Machine Learning (stat.ML)

Journal ref IJCAI, 2021

Segmented Federated Learning for Adaptive Intrusion Detection System

Geet Shingi, Harsh Saglani, Preeti Jain

Comments Accepted at the Workshop on Artificial Intelligence for Social Good (AI4SG) at the 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021

Color Variants Identification in Fashion e-commerce via Contrastive Self-Supervised Representation Learning

Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi

Comments Accepted In IJCAI-21 Weakly Supervised Representation Learning (WSRL) workshop

Dual Reweighting Domain Generalization for Face Presentation Attack Detection

Shubao Liu, Ke-Yue Zhang, Taiping Yao, Kekai Sheng, Shouhong Ding, Ying Tai, Jilin Li, Yuan Xie, Lizhuang Ma

Comments accepted on IJCAI 2021

Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning

Maximilian Hoffmann, Ralph Bergmann

Comments Accepted at the IJCAI-21 workshop on Deep Learning, Case-Based Reasoning, and AutoML: Present and Future Synergies