Sixiang Chen
20 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (29) π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (7) π§ Keyword Pioneer
π§
Keyword Pioneer
π¬
Deep Specialist
(11)
π€
Dynamic Duo
(15)
π₯
Mega-Team
(37)
π₯
Unstoppable
(5)
π
Century Club
(19)
π
Conference Pioneer
ποΈ
Keyword Collector
(67)
β‘
Prolific Year
(6)
Conferences
AAAI (6)
CVPR (5)
ECCV (3)
ICCV (3)
MICCAI (1)
NIPS (1)
RSS (1)
Top co-authors
Keywords
image restoration
(10)
diffusion model
(5)
image generation
(3)
low-light image enhancement
(3)
image dehazing
(2)
autonomous driving
(2)
depth estimation
(2)
unsupervised learning
(2)
perceptual quality
(2)
neural network
(2)
semi-supervised learning
(2)
multimodal large language model
(2)
vector quantization
(2)
preference optimization
(1)
prompt engineering
(1)
attention mechanism
(1)
transfer learning
(1)
self-supervised learning
(1)
image deblurring
(1)
object detection
(1)
Papers
FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning
AAAI 2026
Residual Diffusion Deblurring Model for Single Image Defocus Deblurring
AAAI 2025
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement
AAAI 2025
DPLUT: Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
AAAI 2025
PromptHaze: Prompting Real-world Dehazing via Depth Anything Model
AAAI 2025
Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine
CVPR 2025
SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization
CVPR 2025
Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation
CVPR 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration
CVPR 2025
GenHaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing
ICCV 2025
RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation
RSS 2025
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
NIPS 2024
Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint
ECCV 2024
Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization
ECCV 2024
Learning Diffusion Texture Priors for Image Restoration
CVPR 2024
VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook
AAAI 2024
Cross-conditioned Diffusion Model for Medical Image to Image Translation
MICCAI 2024
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks
ICCV 2023
Adverse Weather Removal with Codebook Priors
ICCV 2023
Perceiving and Modeling Density for Image Dehazing
ECCV 2022