Fan Lyu
13 papers · 2018–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25)
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Century Club · Bronze
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Unstoppable · Bronze
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Keyword Collector
(61)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Learning Types · Machine Learning
(9)
Artificial Intelligence
(6)
Deep Learning
(5)
Core Methods
(5)
Learning Paradigms · Artificial Intelligence
(5)
Learning Types · Deep Learning
(4)
Computer Vision
(3)
Analysis
(3)
Application Areas
(3)
Core AI · Artificial Intelligence
(2)
Optimization & Theory
(2)
Core AI · Computer Vision
(1)
Learning Paradigms · Machine Learning
(1)
Models
(1)
Keywords
continual learning
(5)
catastrophic forgetting
(4)
knowledge distillation
(2)
domain shift
(2)
vision-language model
(2)
domain adaptation
(1)
class-incremental learning
(1)
multi-task learning
(1)
multi-label classification
(1)
multimodal learning
(1)
semantic segmentation
(1)
visual grounding
(1)
object localization
(1)
natural language queries
(1)
class imbalance
(1)
modality alignment
(1)
natural language understanding
(1)
mutual information
(1)
gradient descent
(1)
feature distribution
(1)
Papers
Sparse Tuning Enhances Plasticity in PTM-based Continual Learning
AAAI 2026
Subspace Alignment for CLIP-based Continual Learning via Canonical Correlation Analysis
CVPR 2026
Towards Dynamic Modality Alignment in Multimodal Continual Learning
CVPR 2026
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation
CVPR 2025
Dual Semantic Guidance for Open Vocabulary Semantic Segmentation
CVPR 2025
Maintaining Consistent Inter-Class Topology in Continual Test-Time Adaptation
CVPR 2025
Rebalancing Multi-Label Class-Incremental Learning
AAAI 2025
Confidence Self-Calibration for Multi-Label Class-Incremental Learning
ECCV 2024
Long-Tailed Learning as Multi-Objective Optimization
AAAI 2024
Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning
ICCV 2023
Exploring Example Influence in Continual Learning
NeurIPS 2022
Multi-Domain Multi-Task Rehearsal for Lifelong Learning
AAAI 2021
Visual Grounding via Accumulated Attention
CVPR 2018