Siyue Yu
12 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (25) 🤝 Dynamic Duo (11)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(9)
Deep Learning
(8)
Analysis
(8)
Machine Learning
(7)
Learning Types · Machine Learning
(7)
Learning Types · Deep Learning
(5)
Processing
(5)
Models
(3)
Application Areas
(2)
Architectures
(2)
Artificial Intelligence
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
semantic segmentation
(6)
weakly supervised learning
(4)
image segmentation
(2)
prototype learning
(2)
class activation map
(2)
knowledge distillation
(2)
co-salient object detection
(2)
vision-language model
(2)
optimal transport
(2)
continual learning
(2)
mask generation
(2)
anomaly detection
(1)
attention mechanism
(1)
image synthesis
(1)
image restoration
(1)
medical imaging
(1)
data selection
(1)
synthetic data
(1)
salient object detection
(1)
image annotation
(1)
Papers
Learning from Itself: Mining Internal Knowledge from Vision Language Models for Continual Learning
CVPR 2026
TF-SSD: A Strong Pipeline via Synergic Mask Filter for Training-free Co-salient Object Detection
CVPR 2026
The Power of Prior: Training-Free Open-Vocabulary Semantic Segmentation with LLaVA
CVPR 2026
A Training-free Synthetic Data Selection Method for Semantic Segmentation
AAAI 2025
Class Token as Proxy: Optimal Transport-assisted Proxy Learning for Weakly Supervised Semantic Segmentation
ICCV 2025
DriftRemover: Hybrid Energy Optimizations for Anomaly Images Synthesis and Segmentation
IJCAI 2025
Feature Purification Matters: Suppressing Outlier Propagation for Training-Free Open-Vocabulary Semantic Segmentation
ICCV 2025
POT: Prototypical Optimal Transport for Weakly Supervised Semantic Segmentation
CVPR 2025
Continual Segmentation with Disentangled Objectness Learning and Class Recognition
CVPR 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation
CVPR 2024
Democracy Does Matter: Comprehensive Feature Mining for Co-Salient Object Detection
CVPR 2022
Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence
AAAI 2021