Songlin Dong
17 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Machine Learning
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Application Areas
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Artificial Intelligence
(5)
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(4)
Core AI Β· Artificial Intelligence
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Computer Vision
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Natural Language Processing
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Core AI Β· Computer Vision
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Keywords
catastrophic forgetting
(6)
class-incremental learning
(6)
continual learning
(6)
few-shot learning
(2)
multi-label classification
(2)
domain incremental learning
(2)
neural network
(2)
knowledge distillation
(2)
generalized category discovery
(2)
domain adaptation
(2)
object detection
(1)
subspace learning
(1)
feature extraction
(1)
prototype learning
(1)
contrastive learning
(1)
image restoration
(1)
multimodal learning
(1)
domain generalization
(1)
knowledge transfer
(1)
attention mechanism
(1)
Papers
GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery
AAAI 2026
Is Parameter Isolation Better for Prompt-Based Continual Learning?
CVPR 2026
Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery
CVPR 2026
ReMoT: Reinforcement Learning with Motion Contrast Triplets
CVPR 2026
Shared & Domain Self-Adaptive Experts with Frequency-Aware Discrimination for Continual Test-Time Adaptation
AAAI 2026
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype
AAAI 2025
SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning
ACL 2025
Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning
ECCV 2024
DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning
CVPR 2024
Non-Exemplar Domain Incremental Learning via Cross-Domain Concept Integration
ECCV 2024
Non-exemplar Domain Incremental Object Detection via Learning Domain Bias
AAAI 2024
Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning
WACV 2024
DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning
CVPR 2023
Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning
ICCV 2023
IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution
IJCAI 2022
Few-Shot Class-Incremental Learning via Relation Knowledge Distillation
AAAI 2021
Few-Shot Class-Incremental Learning
CVPR 2020