| 2021 | CNNapsule: A Lightweight Network with Fusion Features for Monocular Depth Estimation. | Yinchu Wang, Haijiang Zhu, Mengze Liu |
| 2021 | Few-Shot Learning with Random Erasing and Task-Relevant Feature Transforming. | Xin Wang, Shouhong Wan, Peiquan Jin |
| 2021 | Curved SDE-Net Leads to Better Generalization for Uncertainty Estimates of DNNs. | Yongguang Wang, Huobin Tan, Shuzhen Yao |
| 2021 | GLUNet: Global-Local Fusion U-Net for 2D Medical Image Segmentation. | Ning Wang, Hongyan Quan |
| 2021 | Relevance-Aware Q-matrix Calibration for Knowledge Tracing. | Wentao Wang, Huifang Ma, Yan Zhao, Zhixin Li, Xiangchun He |
| 2021 | Multi-modal Chorus Recognition for Improving Song Search. | Jiaan Wang, Zhixu Li, Binbin Gu, Tingyi Zhang, Qingsheng Liu, Zhigang Chen |
| 2021 | Say in Human-Like Way: Hierarchical Cross-modal Information Abstraction and Summarization for Controllable Captioning. | Xiaoyi Wang, Jun Huang |
| 2021 | EGAT: Edge-Featured Graph Attention Network. | Ziming Wang, Jun Chen, Haopeng Chen |
| 2021 | Learning to Plan via a Multi-step Policy Regression Method. | Stefan Wagner, Michael Janschek, Tobias Uelwer, Stefan Harmeling |
| 2021 | A Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach. | Juan Pablo Vsconez, Lorena Isabel Barona Lpez, ngel Leonardo Valdivieso Caraguay, Patricio J. Cruz Davalos, Robin lvarez, Marco E. Benalczar |
| 2021 | Image Inpainting Using Wasserstein Generative Adversarial Imputation Network. | Daniel Vasata, Toms Halama, Magda Friedjungov |
| 2021 | GAttANet: Global Attention Agreement for Convolutional Neural Networks. | Rufin VanRullen, Andrea Alamia |
| 2021 | Deep Variational Autoencoder with Shallow Parallel Path for Top-N Recommendation (VASP). | Vojtech Vancura, Pavel Kordk |
| 2021 | Non-iterative Phase Retrieval with Cascaded Neural Networks. | Tobias Uelwer, Tobias Hoffmann, Stefan Harmeling |
| 2021 | Knowledge-Based Construction of Confusion Matrices for Multi-Label Classification Algorithms using Semantic Similarity Measures. | Houcemeddine Turki, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha |
| 2021 | Canary Song Decoder: Transduction and Implicit Segmentation with ESNs and LTSMs. | Nathan Trouvain, Xavier Hinaut |
| 2021 | Dynamic Action Inference with Recurrent Spiking Neural Networks. | Manuel Traub, Martin V. Butz, Robert Legenstein, Sebastian Otte |
| 2021 | DAEMA: Denoising Autoencoder with Mask Attention. | Simon Tihon, Muhammad Usama Javaid, Damien Fourure, Nicolas Posocco, Thomas Peel |
| 2021 | Visual-Textual Semantic Alignment Network for Visual Question Answering. | Weidong Tian, Yuzheng Zhang, Bin He, Junjun Zhu, Zhongqiu Zhao |
| 2021 | Multi-object Tracking Based on Nearest Optimal Template Library. | Ran Tian, Xiang Zhang, Donghang Chen, Yujie Hu |
| 2021 | Complementing Language Embeddings with Knowledge Bases for Specific Domains. | Paolo Tenti, Gabriella Pasi, Rafael Pealoza |
| 2021 | Hierarchical Deep Gaussian Processes Latent Variable Model via Expectation Propagation. | Nick Taubert, Martin A. Giese |
| 2021 | Incorporating Discrete Wavelet Transformation Decomposition Convolution into Deep Network to Achieve Light Training. | Guihua Tao, Wentao Rong, Wanlin Weng, Tingting Dan, Bin Zhang, Hongmin Cai |
| 2021 | Interpretable Visual Understanding with Cognitive Attention Network. | Xuejiao Tang, Wenbin Zhang, Yi Yu, Kea Turner, Tyler Derr, Mengyu Wang, Eirini Ntoutsi |
| 2021 | Adversarial Variational Knowledge Distillation. | Xuan Tang, Tong Lin |