Exploring the rate-distortion-complexity optimization in neural image compression.
J. Vis. Commun. Image Represent., 2024
UniMIC: Towards Universal Multi-modality Perceptual Image Compression.
CoRR, 2024
Towards Defining an Efficient and Expandable File Format for AI-Generated Contents.
CoRR, 2024
End-to-End Rate-Distortion Optimized 3D Gaussian Representation.
Proceedings of the Computer Vision - ECCV 2024, 2024
Conditional Neural Video Coding with Spatial-Temporal Super-Resolution.
Proceedings of the Data Compression Conference, 2024
Semantical video coding: Instill static-dynamic clues into structured bitstream for AI tasks.
J. Vis. Commun. Image Represent., May, 2023
Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression.
IEEE Trans. Image Process., 2023
Semantically Structured Image Compression via Irregular Group-Based Decoupling.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
NVTC: Nonlinear Vector Transform Coding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Causal Contextual Prediction for Learned Image Compression.
IEEE Trans. Circuits Syst. Video Technol., 2022
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks.
CoRR, 2022
Image Coding for Machines with Omnipotent Feature Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022
Learning Cross-Scale Prediction for Efficient Neural Video Compression.
CoRR, 2021
Versatile Learned Video Compression.
CoRR, 2021
Accelerate Neural Image Compression with Channel-Adaptive Arithmetic Coding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
Soft then Hard: Rethinking the Quantization in Neural Image Compression.
Proceedings of the 38th International Conference on Machine Learning, 2021
Latent-Separated Global Prediction for Learned Image Compression.
CoRR, 2020
3-D Context Entropy Model for Improved Practical Image Compression.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Learned Video Compression with Feature-level Residuals.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020