Xianzheng Ma
14 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (47) π§ Keyword Pioneer π Conference Polyglot (6)
π
Renaissance Researcher
(6)
π
Century Club
(14)
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(85)
Conferences
AAAI (7)
CVPR (3)
ECCV (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
semantic segmentation
(3)
image deraining
(3)
domain adaptation
(3)
pose estimation
(2)
scene understanding
(2)
contrastive learning
(2)
vision-language model
(2)
autonomous driving
(2)
zero-shot learning
(1)
reinforcement learning
(1)
transfer learning
(1)
domain generalization
(1)
robotic manipulation
(1)
catastrophic forgetting
(1)
multimodal learning
(1)
few-shot learning
(1)
attention mechanism
(1)
style transfer
(1)
point cloud
(1)
semi-supervised learning
(1)
Papers
Robotic Visual Instruction
CVPR 2025
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning
ECCV 2024
Unifying Image Processing as Visual Prompting Question Answering
ICML 2024
Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency
AAAI 2024
Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption
AAAI 2024
Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models
AAAI 2024
FMRNet: Image Deraining via Frequency Mutual Revision
AAAI 2024
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
NIPS 2023
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
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding
CVPR 2022
REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos
AAAI 2022
Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding
IJCAI 2022