| 2021 | A No-Reference Perception Based Metric for Detection of Packet Loss Induced Artifacts in Videos. | Shreyan Sanyal, Sarbani Palit |
| 2021 | A Novel Metric Learning Framework for Semi-supervised Domain Adaptation. | Rakesh Kumar Sanodiya, Chinmay Sharma, Sai Satwik, Aravind Challa, Sathwik Rao, Leehter Yao |
| 2021 | A Novel Multi-source Domain Learning Approach to Unsupervised Deep Domain Adaptation. | Rakesh Kumar Sanodiya, Vishnu Vardhan Gottumukkala, Lakshmi Deepthi Kurugundla, Pranav Reddy Dhansri, Ravi Ranjan Prasad Karn, Leehter Yao |
| 2021 | An Implicit Learning Approach for Solving the Nurse Scheduling Problem. | Aymen Ben Said, Emad A. Mohammed, Malek Mouhoub |
| 2021 | Continual Learning of 3D Point Cloud Generators. | Michal Sadowski, Karol J. Piczak, Przemyslaw Spurek, Tomasz Trzcinski |
| 2021 | Cleora: A Simple, Strong and Scalable Graph Embedding Scheme. | Barbara Rychalska, Piotr Babel, Konrad Goluchowski, Andrzej Michalowski, Jacek Dabrowski, Przemyslaw Biecek |
| 2021 | JStrack: Enriching Malicious JavaScript Detection Based on AST Graph Analysis and Attention Mechanism. | Muhammad Fakhrur Rozi, Tao Ban, Seiichi Ozawa, Sangwook Kim, Takeshi Takahashi, Daisuke Inoue |
| 2021 | RepoMedUNM: A New Dataset for Feature Extraction and Training of Deep Learning Network for Classification of Pap Smear Images. | Dwiza Riana, Sri H. V. Hadianti, Sri Rahayu, Frieyadie, Muhamad Hasan, Izni Nur Karimah, Rafly Pratama |
| 2021 | Isn't It Ironic, Don't You Think? | Saichethan Miriyala Reddy, Swati Agarwal |
| 2021 | Know-GNN: An Explainable Knowledge-Guided Graph Neural Network for Fraud Detection. | Yizhuo Rao, Xianya Mi, Chengyuan Duan, Xiaoguang Ren, Jiajun Cheng, Yu Chen, Hongliang You, Qiang Gao, Zhixian Zeng, Xiao Wei |
| 2021 | Solving the N-Queens and Golomb Ruler Problems Using DQN and an Approximation of the Convergence. | Patnala Prudhvi Raj, Snehanshu Saha, Gowri Srinivasa |
| 2021 | Manifold Discriminative Transfer Learning for Unsupervised Domain Adaptation. | Xueliang Quan, Dongrui Wu, Mengliang Zhu, Kun Xia, Lingfei Deng |
| 2021 | Coarse-to-Fine Visual Place Recognition. | Junkun Qi, Rui Wang, Chuan Wang, Xiaochun Cao |
| 2021 | Underwater Acoustic Target Recognition with Fusion Feature. | Pengyuan Qi, Jianguo Sun, Yunfei Long, Liguo Zhang, Tianye |
| 2021 | Examining Transfer Learning with Neural Network and Bidirectional Neural Network on Thermal Imaging for Deception Recognition. | Zishan Qin, Xuanying Zhu, Tom Gedeon |
| 2021 | End-to-End Multiple Object Tracking with Siamese Networks. | Jinyu Qin, Chenhui Huang, Jinhua Xu |
| 2021 | A Transformer-Based Model for Low-Resource Event Detection. | Yanxia Qin, Jingjing Ding, Yiping Sun, Xiangwu Ding |
| 2021 | Speech Dereverberation Based on Scale-Aware Mean Square Error Loss. | Luya Qiang, Hao Shi, Meng Ge, Haoran Yin, Nan Li, Longbiao Wang, Sheng Li, Jianwu Dang |
| 2021 | Context Aware Joint Modeling of Domain Classification, Intent Detection and Slot Filling with Zero-Shot Intent Detection Approach. | Neeti Priya, Abhisek Tiwari, Sriparna Saha |
| 2021 | BenAV: a Bengali Audio-Visual Corpus for Visual Speech Recognition. | Ashish Pondit, Muhammad Eshaque Ali Rukon, Anik Das, Muhammad Ashad Kabir |
| 2021 | Inference in Neural Networks Using Conditional Mean-Field Methods. | ngel Poc-Lpez, Miguel Aguilera |
| 2021 | FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements. | Szymon Plotka, Tomasz Wlodarczyk, Adam Klasa, Michal Lipa, Arkadiusz Sitek, Tomasz Trzcinski |
| 2021 | Rethinking Binary Hyperparameters for Deep Transfer Learning. | Jo Plested, Xuyang Shen, Tom Gedeon |
| 2021 | SRGAT: Social Relational Graph Attention Network for Human Trajectory Prediction. | Yusheng Peng, Gaofeng Zhang, Xiangyu Li, Liping Zheng |
| 2021 | Dependency Learning Graph Neural Network for Multivariate Forecasting. | Arth Patel, Abishek Sriramulu, Christoph Bergmeir, Nicolas Fourrier |