Zhan Ma
27 papers · 2019–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (38) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Grand Slam
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Topic Evolution
🏆
Keyword Champion
(2)
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Dynamic Duo
(11)
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Keyword Collector
(143)
💎
Century Club · Bronze
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Prolific Year · Prolific
Top co-authors
Research topics
Computer Vision
(21)
Deep Learning
(18)
Machine Learning
(17)
Processing
(14)
Analysis
(8)
Architectures
(8)
Application Areas
(7)
Models
(7)
Core Methods
(6)
Generation
(6)
Optimization & Theory · Machine Learning
(6)
Learning Types
(5)
Computer Science
(3)
Optimization & Theory · Deep Learning
(3)
Applications
(2)
Keywords
implicit neural representation
(5)
image reconstruction
(4)
neural radiance field
(4)
video compression
(3)
image compression
(3)
learned image compression
(2)
spectral bia
(2)
rate distortion
(2)
attention mechanism
(2)
entropy coding
(2)
variational autoencoder
(2)
feature aggregation
(2)
neural representation
(2)
hierarchical vae
(2)
neural compression
(2)
image coding
(2)
novel view synthesis
(2)
multispectral imaging
(1)
point cloud
(1)
computational photography
(1)
Papers
DiT-IC: Aligned Diffusion Transformer for Efficient Image Compression
CVPR 2026
Reinforced Rate Control for Neural Video Compression via Inter-Frame Rate–Distortion Awareness
AAAI 2026
Depth-Guided Bundle Sampling for Efficient Generalizable Neural Radiance Field Reconstruction
CVPR 2025
Efficient LiDAR Reflectance Compression via Scanning Serialization
ICML 2025
GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View Synthesis
CVPR 2025
Mitigating Ambiguities in 3D Classification with Gaussian Splatting
CVPR 2025
On Quantizing Neural Representation for Variable-Rate Video Coding
ICLR 2025
RENO: Real-Time Neural Compression for 3D LiDAR Point Clouds
CVPR 2025
Towards Loss-Resilient Image Coding for Unstable Satellite Networks
AAAI 2025
Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion
ICML 2025
WIPES: Wavelet-based Visual Primitives
ICCV 2025
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation
NeurIPS 2024
Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding
AAAI 2024
Deep Hierarchical Video Compression
AAAI 2024
EDformer: Transformer-Based Event Denoising Across Varied Noise Levels
ECCV 2024
EmoTalk3D: High-Fidelity Free-View Synthesis of Emotional 3D Talking Head
ECCV 2024
Encoding Auxiliary Information to Restore Compressed Point Cloud Geometry
IJCAI 2024
FINER: Flexible Spectral-bias Tuning in Implicit NEural Representation by Variable-periodic Activation Functions
CVPR 2024
Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending
ECCV 2024
PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos
CVPR 2024
Towards Backward-Compatible Continual Learning of Image Compression
CVPR 2024
DINER: Disorder-Invariant Implicit Neural Representation
CVPR 2023
DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos
CVPR 2023
Lossy Image Compression With Quantized Hierarchical VAEs
WACV 2023
Learned Video Compression via Joint Spatial-Temporal Correlation Exploration
AAAI 2020
Hyperspectral Imaging With Random Printed Mask
CVPR 2019
Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager
CVPR 2019