Tongda Xu
14 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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Research topics
Deep Learning
(12)
Computer Vision
(11)
Processing
(9)
Machine Learning
(7)
Models
(7)
Application Areas
(4)
Core Methods
(3)
Generation
(3)
Learning Types
(3)
Optimization & Theory Β· Deep Learning
(3)
Techniques
(3)
Architectures
(2)
Optimization & Theory Β· Machine Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Keywords
rate-distortion optimization
(4)
image compression
(2)
entropy model
(2)
neural image compression
(2)
gaussian splatting
(2)
diffusion model
(2)
video compression
(2)
perceptual image compression
(2)
neural representation
(1)
map estimation
(1)
representation learning
(1)
image representation
(1)
efficient computing
(1)
implicit neural representation
(1)
deep learning
(1)
attention mechanism
(1)
gradient estimator
(1)
latent representation
(1)
video reconstruction
(1)
scene representation
(1)
Papers
GaussianImage++: Boosted Image Representation and Compression with 2D Gaussian Splatting
AAAI 2026
Parallax to Align Them All: An OmniParallax Attention Mechanism for Distributed Multi-View Image Compression
CVPR 2026
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression
AAAI 2025
MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes
ICCV 2025
PICD: Versatile Perceptual Image Compression with Diffusion Rendering
CVPR 2025
Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior
ICLR 2025
Boosting Neural Representations for Videos with a Conditional Decoder
CVPR 2024
GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting
ECCV 2024
Idempotence and Perceptual Image Compression
ICLR 2024
Task-Aware Encoder Control for Deep Video Compression
CVPR 2024
Bit Allocation using Optimization
ICML 2023
Idempotent Learned Image Compression with Right-Inverse
NeurIPS 2023
Flexible Neural Image Compression via Code Editing
NeurIPS 2022
Multi-Sample Training for Neural Image Compression
NeurIPS 2022