Learning to Adapt Frozen CLIP for Few-Shot Test-Time Domain Adaptation.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Adapting to Distribution Shift by Visual Domain Prompt Generation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Hyperspectral Skin Vision Challenge: Can Your Camera See Beyond Your Skin?
Proceedings of the IEEE International Conference on Acoustics, 2024
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams.
Proceedings of the Computer Vision - ECCV 2024, 2024
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Fast Human Pose Estimation in Compressed Videos.
IEEE Trans. Multim., 2023
Meta-Auxiliary Learning for Future Depth Prediction in Videos.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
MetaGCD: Learning to Continually Learn in Generalized Category Discovery.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Improving ProtoNet for Few-Shot Video Object Recognition: Winner of ORBIT Challenge 2022.
CoRR, 2022
Error-Aware Spatial Ensembles for Video Frame Interpolation.
CoRR, 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay.
Proceedings of the Computer Vision, 2022
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
All at Once: Temporally Adaptive Multi-frame Interpolation with Advanced Motion Modeling.
Proceedings of the Computer Vision - ECCV 2020, 2020
Joint Demosaicking and Blind Deblurring Using Deep Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Single Image Reflection Removal Using Deep Encoder-Decoder Network.
CoRR, 2018