Pengxu Wei
24 papers · 2018–2026 · 9 venues · across top CS/AI venues
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Research topics
Computer Vision
(14)
Deep Learning
(13)
Machine Learning
(13)
Learning Types Β· Machine Learning
(8)
Learning Types Β· Deep Learning
(7)
Models
(7)
Generation
(6)
Artificial Intelligence
(5)
Analysis
(4)
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Core AI
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Core Methods
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Processing
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Architectures
(3)
Healthcare & Medicine
(2)
Keywords
weakly supervised learning
(3)
contrastive learning
(2)
latent space
(2)
domain adaptation
(2)
image generation
(2)
knowledge distillation
(2)
cross-modal learning
(2)
generative model
(2)
cross-modal attention
(2)
adversarial learning
(2)
feature learning
(1)
video generation
(1)
mathematical reasoning
(1)
medical imaging
(1)
object detection
(1)
semi-supervised learning
(1)
entropy minimization
(1)
multimodal learning
(1)
image restoration
(1)
prompt engineering
(1)
Papers
Similarity-aware Probabilistic Embeddings Modeling for Video-Text Retrieval
WACV 2026
When Local Rules Create Global Order: Self-Organized Representation Learning for Latent Diffusion Models
CVPR 2026
Are High-Quality AI-Generated Images More Difficult for Models to Detect?
ICML 2025
Can We Achieve Efficient Diffusion Without Self-Attention? Distilling Self-Attention into Convolutions
ICCV 2025
DigitalLLaVA: Incorporating Digital Cognition Capability for Physical World Comprehension in Multimodal LLMs
AAAI 2025
Thinking Before You Speak: A Proactive Test-time Scaling Approach
EMNLP 2025
Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective
ICLR 2025
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge
ICML 2024
Kepler codebook
ICML 2024
SAM-COD: SAM-guided Unified Framework for Weakly-Supervised Camouflaged Object Detection
ECCV 2024
Identity-Preserving Talking Face Generation With Landmark and Appearance Priors
CVPR 2023
Masked Images Are Counterfactual Samples for Robust Fine-Tuning
CVPR 2023
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation
CVPR 2023
Scene Graph to Image Synthesis via Knowledge Consensus
AAAI 2023
TopoSeg: Topology-Aware Nuclear Instance Segmentation
ICCV 2023
Towards Real-World Burst Image Super-Resolution: Benchmark and Method
ICCV 2023
Adversarially-Aware Robust Object Detector
ECCV 2022
Cross-modal Contrastive Attention Model for Medical Report Generation
COLING 2022
Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution
CVPR 2022
CDNet: Centripetal Direction Network for Nuclear Instance Segmentation
ICCV 2021
Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated Cameras
AAAI 2021
Trash To Treasure: Harvesting OOD Data With Cross-Modal Matching for Open-Set Semi-Supervised Learning
ICCV 2021
Component Divide-and-Conquer for Real-World Image Super-Resolution
ECCV 2020
Min-Entropy Latent Model for Weakly Supervised Object Detection
CVPR 2018