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Zhixiang Chi
Zhixiang Chi
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Year
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning
Z Chi, L Gu, H Liu, Y Wang, Y Yu, J Tang
Computer Vision and Pattern Recognition (CVPR), 2022
1132022
Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning
Z Chi, Y Wang, Y Yu, J Tang
Computer Vision and Pattern Recognition (CVPR), 2021
832021
All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling
Z Chi, RM Nasiri, Z Liu, J Lu, J Tang, KN Plataniotis
European Conference on Computer Vision (ECCV), 2020
682020
Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay
H Liu, L Gu, Z Chi, Y Wang, Y Yu, J Chen, J Tang
European Conference on Computer Vision (ECCV), 2022
652022
Single Image Reflection Removal Using Deep Encoder-Decoder Network
Z Chi, X Wu, X Shu, J Gu
arXiv preprint arXiv:1802.00094, 2018
432018
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts
T Zhong*, Z Chi*, L Gu*, Y Wang, Y Yu, J Tang
Neural Information Processing Systems (NeurIPS), 2022
252022
Self-supervised Spatiotemporal Representation Learning by Exploiting Video Continuity
H Liang, N Quader, Z Chi, L Chen, P Dai, J Lu, Y Wang
AAAI Conference on Artificial Intelligence (AAAI), 2022
232022
MetaGCD: Learning to Continually Learn in Generalized Category Discovery
Y Wu*, Z Chi*, Y Wang, S Feng
International Conference on Computer Vision (ICCV), 2023
132023
Meta-Auxiliary Learning for Future Depth Prediction in Videos
H Liu, Z Chi, Y Yu, Y Wang, J Chen, J Tang
Winter Conference on Applications of Computer Vision (WACV), 2023
112023
Fast Human Pose Estimation in Compressed Videos
H Liu, W Liu, Z Chi, Y Wang, Y Yu, J Chen, T Jin
IEEE Transactions on Multimedia (TMM), 2022
112022
Joint Demosaicking and Blind Deblurring Using Deep Convolutional Neural Network
Z Chi, X Shu, X Wu
International Conference on Image Processing (ICIP), 2019
112019
Systems and Methods for Multi-frame Video Frame Interpolation
Z Chi, RM Nasiri, Z Liu, J Tang, J Lu
US Patent App. 17/102,114, 2021
82021
System, Device and Method for Video Frame Interpolation using a Structured Neural Network
Z Chi, RM Nasiri, Z Liu, J Tang
US Patent 10,958,869, 2021
62021
Improving ProtoNet for Few-Shot Video Object Recognition: Winner of ORBIT Challenge 2022
L Gu, Z Chi, H Liu, Y Yu, Y Wang
Computer Vision and Pattern Recognition Workshop (CVPRW), 2022
42022
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization
Y Wu*, Z Chi*, Y Wang, KN Plataniotis, S Feng
AAAI Conference on Artificial Intelligence (AAAI Oral), 2024
32024
Error-aware spatial ensembles for video frame interpolation
Z Chi, RM Nasiri, Z Liu, Y Yu, J Lu, J Tang, KN Plataniotis
arXiv preprint arXiv:2207.12305, 2022
32022
Adapting to Distribution Shift by Visual Domain Prompt Generation
Z Chi*, L Gu*, T Zhong, H Liu, Y Yu, KN Plataniotis, Y Wang
International Conference on Learning Representations (ICLR), 2024
22024
Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images
PC Ng, Z Chi, Y Verdie, J Lu, KN Plataniotis
Neural Information Processing Systems (NeurIPS Dataset), 2023
12023
Self-supervised video representation learning by exploring spatiotemporal continuity
H Liang, P Dai, Z Chi, C Lizhe, J Lu
US Patent App. 17/468,224, 2023
12023
Methods, systems and computer medium for scene-adaptive future depth prediction in monocular videos
H Liu, Z Chi, Y Yu, Y Wang, J Tang
US Patent App. 17/203,645, 2022
12022
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