Xianzheng Ma
14 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (46) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (90) 🌈 Renaissance Researcher (5)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(11)
Machine Learning
(10)
Deep Learning
(9)
Analysis
(7)
Learning Types · Deep Learning
(6)
Artificial Intelligence
(5)
Application Areas
(5)
Learning Types · Machine Learning
(5)
Core AI · Artificial Intelligence
(4)
Domain-Specific
(3)
Processing
(3)
Architectures
(2)
Core AI · Computer Vision
(2)
Core Methods
(2)
Models
(2)
Keywords
domain adaptation
(3)
image deraining
(3)
semantic segmentation
(3)
contrastive learning
(2)
pose estimation
(2)
scene understanding
(2)
autonomous driving
(2)
vision-language model
(2)
image restoration
(1)
transfer learning
(1)
zero-shot learning
(1)
reinforcement learning
(1)
domain generalization
(1)
robotic manipulation
(1)
catastrophic forgetting
(1)
in-context learning
(1)
attention mechanism
(1)
few-shot learning
(1)
question answering
(1)
style transfer
(1)
Papers
Robotic Visual Instruction
CVPR 2025
Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption
AAAI 2024
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning
ECCV 2024
FMRNet: Image Deraining via Frequency Mutual Revision
AAAI 2024
Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency
AAAI 2024
Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models
AAAI 2024
Unifying Image Processing as Visual Prompting Question Answering
ICML 2024
CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention
AAAI 2023
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation
AAAI 2023
Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation
CVPR 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
NeurIPS 2023
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding
CVPR 2022
Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding
IJCAI 2022
REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos
AAAI 2022