Lan Ma
11 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22)
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Topic Evolution
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Century Club · Bronze
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Unstoppable · Bronze
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Deep Learning
(8)
Computer Vision
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Artificial Intelligence
(5)
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Core AI · Artificial Intelligence
(4)
Machine Learning
(3)
Analysis
(3)
Domain-Specific
(2)
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(2)
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(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
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Keywords
vision-language model
(2)
feature alignment
(2)
semantic segmentation
(2)
binary classification
(1)
in-context learning
(1)
image restoration
(1)
image generation
(1)
visual question answering
(1)
direct preference optimization
(1)
self-supervised learning
(1)
reinforcement learning from human feedback
(1)
3d vision
(1)
video restoration
(1)
temporal information
(1)
remote sensing
(1)
scene classification
(1)
mutual information
(1)
action classification
(1)
diffusion model
(1)
image segmentation
(1)
Papers
InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer
AAAI 2026
LLaVA-RE: Binary Image-Text Relevancy Evaluation with Multimodal Large Language Model
COLING 2025
RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models
NAACL 2024
Disentangling the Benefits of Self-Supervised Learning to Deployment-Driven Downstream Tasks of Satellite Images (Student Abstract)
AAAI 2023
Histopathology Whole Slide Image Analysis With Heterogeneous Graph Representation Learning
CVPR 2023
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds
CVPR 2023
Texture Generation on 3D Meshes with Point-UV Diffusion
ICCV 2023
Abandoning the Bayer-Filter To See in the Dark
CVPR 2022
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing
ECCV 2022
Video Demoireing With Relation-Based Temporal Consistency
CVPR 2022
Watch Only Once: An End-to-End Video Action Detection Framework
ICCV 2021