Huan Zheng
8 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
Top co-authors
Research topics
Computer Vision
(7)
Deep Learning
(5)
Machine Learning
(5)
Processing
(4)
Analysis
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Keywords
deep learning
(2)
unsupervised learning
(2)
depth estimation
(2)
image restoration
(2)
feature extraction
(1)
data augmentation
(1)
semantic segmentation
(1)
low-light enhancement
(1)
image denoising
(1)
multimodal large language model
(1)
image super-resolution
(1)
gradient descent
(1)
unsupervised deep learning
(1)
image processing
(1)
recurrent neural network
(1)
gradient descent optimization
(1)
3d occupancy prediction
(1)
temporal attention
(1)
temporal modeling
(1)
causal inference
(1)
Papers
Multimodal Large Language Models for Multi-Subject In-Context Image Generation
ACL 2026
Decoupling Fine Detail and Global Geometry for Compressed Depth Map Super-Resolution
CVPR 2025
Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction
CVPR 2025
Semantic Causality-Aware Vision-Based 3D Occupancy Prediction
ICCV 2025
Unsupervised Deep Video Denoising with Untrained Network
AAAI 2023
Deep Color Consistent Network for Low-Light Image Enhancement
CVPR 2022
Learning Deep Non-Blind Image Deconvolution without Ground Truths
ECCV 2022
Recorrupted-to-Recorrupted: Unsupervised Deep Learning for Image Denoising
CVPR 2021