1 code implementation • 17 Apr 2024 • Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zheng-Jun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brüers, Sébastien Crouzet, Douglas McLelland, Oliver Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lică, David Dinucu-Jianu, Cătălin Grîu, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai
This survey reviews the AIS 2024 Event-Based Eye Tracking (EET) Challenge.
no code implementations • 14 Dec 2023 • Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck
Implementing online training of RNNs on the edge calls for optimized algorithms for an efficient deployment on hardware.
1 code implementation • 22 Aug 2023 • Qinyu Chen, Zuowen Wang, Shih-Chii Liu, Chang Gao
This paper presents a sparse Change-Based Convolutional Long Short-Term Memory (CB-ConvLSTM) model for event-based eye tracking, key for next-generation wearable healthcare technology such as AR/VR headsets.
1 code implementation • CVPR 2023 • Haiyang Mei, Zuowen Wang, Xin Yang, Xiaopeng Wei, Tobi Delbruck
The polarization event camera PDAVIS is a novel bio-inspired neuromorphic vision sensor that reports both conventional polarization frames and asynchronous, continuously per-pixel polarization brightness changes (polarization events) with fast temporal resolution and large dynamic range.
no code implementations • 10 Feb 2022 • Zuowen Wang, Yuhuang Hu, Shih-Chii Liu
The input to the ViT consists of events that are accumulated into time bins and spatially separated into non-overlapping sub-regions called patches.
2 code implementations • Asian Chapter of the Association for Computational Linguistics 2020 • Leo Horne, Matthias Matti, Pouya Pourjafar, Zuowen Wang
In this work, we introduce a GRU-based architecture called GRUBERT that learns to map the different BERT hidden layers to fused embeddings with the aim of achieving high accuracy on the Twitter sentiment analysis task.
1 code implementation • 4 Apr 2020 • Zuowen Wang, Leo Horne
Recent work has put forth the hypothesis that adversarial vulnerabilities in neural networks are due to them overusing "non-robust features" inherent in the training data.
no code implementations • NeurIPS 2019 • Fanny Yang, Zuowen Wang, Christina Heinze-Deml
This work provides theoretical and empirical evidence that invariance-inducing regularizers can increase predictive accuracy for worst-case spatial transformations (spatial robustness).