CCD: Continual Consistency Diffusion for Lifelong Generative Modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Jingren, Xu, Shuning, Wang, Yun, Ji, Zhong, Chen, Xiangyu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
NTK-Guided Few-Shot Class Incremental Learning
by: Liu, Jingren, et al.
Published: (2024)
by: Liu, Jingren, et al.
Published: (2024)
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective
by: Liu, Jingren, et al.
Published: (2024)
by: Liu, Jingren, et al.
Published: (2024)
FAPE-IR: Frequency-Aware Planning and Execution Framework for All-in-One Image Restoration
by: Liu, Jingren, et al.
Published: (2025)
by: Liu, Jingren, et al.
Published: (2025)
Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay
by: Liu, Jinmei, et al.
Published: (2024)
by: Liu, Jinmei, et al.
Published: (2024)
Towards Faster Training of Diffusion Models: An Inspiration of A Consistency Phenomenon
by: Xu, Tianshuo, et al.
Published: (2024)
by: Xu, Tianshuo, et al.
Published: (2024)
MyGO: Memory Yielding Generative Offline-consolidation for Lifelong Learning Systems
by: Ji, Shihao, et al.
Published: (2025)
by: Ji, Shihao, et al.
Published: (2025)
Flow Along the K-Amplitude for Generative Modeling
by: Du, Weitao, et al.
Published: (2025)
by: Du, Weitao, et al.
Published: (2025)
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
by: Yun, Taeyoung, et al.
Published: (2024)
by: Yun, Taeyoung, et al.
Published: (2024)
SOLAR: A Self-Optimizing Open-Ended Autonomous Agent for Lifelong Learning and Continual Adaptation
by: Vetcha, Nitin, et al.
Published: (2026)
by: Vetcha, Nitin, et al.
Published: (2026)
LiBOG: Lifelong Learning for Black-Box Optimizer Generation
by: Pei, Jiyuan, et al.
Published: (2025)
by: Pei, Jiyuan, et al.
Published: (2025)
Keep Rehearsing and Refining: Lifelong Learning Vehicle Routing under Continually Drifting Tasks
by: Pei, Jiyuan, et al.
Published: (2026)
by: Pei, Jiyuan, et al.
Published: (2026)
Learning Neural Operators from Partial Observations via Latent Autoregressive Modeling
by: Hou, Jingren, et al.
Published: (2026)
by: Hou, Jingren, et al.
Published: (2026)
FaultDiffusion: Few-Shot Fault Time Series Generation with Diffusion Model
by: Xu, Yi, et al.
Published: (2025)
by: Xu, Yi, et al.
Published: (2025)
Neuro-Logic Lifelong Learning
by: He, Bowen, et al.
Published: (2025)
by: He, Bowen, et al.
Published: (2025)
Lifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights
by: Faber, Kamil, et al.
Published: (2023)
by: Faber, Kamil, et al.
Published: (2023)
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
by: Zhu, Yuanshao, et al.
Published: (2024)
by: Zhu, Yuanshao, et al.
Published: (2024)
Non-Cross Diffusion for Semantic Consistency
by: Zheng, Ziyang, et al.
Published: (2023)
by: Zheng, Ziyang, et al.
Published: (2023)
On the Memorization of Consistency Distillation for Diffusion Models
by: Jiang, Bingqing, et al.
Published: (2026)
by: Jiang, Bingqing, et al.
Published: (2026)
Score as Action: Fine-Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning
by: Zhao, Hanyang, et al.
Published: (2025)
by: Zhao, Hanyang, et al.
Published: (2025)
SplitMeanFlow: Interval Splitting Consistency in Few-Step Generative Modeling
by: Guo, Yi, et al.
Published: (2025)
by: Guo, Yi, et al.
Published: (2025)
Simple Lifelong Learning Machines
by: Dey, Jayanta, et al.
Published: (2020)
by: Dey, Jayanta, et al.
Published: (2020)
In-depth Analysis on Caching and Pre-fetching in Mixture of Experts Offloading
by: Lin, Shuning, et al.
Published: (2025)
by: Lin, Shuning, et al.
Published: (2025)
Lifelong and Continual Learning Dialogue Systems
by: Mazumder, Sahisnu, et al.
Published: (2022)
by: Mazumder, Sahisnu, et al.
Published: (2022)
Reasoning on the Manifold: Bidirectional Consistency for Self-Verification in Diffusion Language Models
by: Ruan, Jiaoyang, et al.
Published: (2026)
by: Ruan, Jiaoyang, et al.
Published: (2026)
Lifelong Learning with Behavior Consolidation for Vehicle Routing
by: Pei, Jiyuan, et al.
Published: (2025)
by: Pei, Jiyuan, et al.
Published: (2025)
Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization
by: Wang, Song, et al.
Published: (2025)
by: Wang, Song, et al.
Published: (2025)
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning
by: Tang, Shuo, et al.
Published: (2024)
by: Tang, Shuo, et al.
Published: (2024)
MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation
by: Zhou, Jianping, et al.
Published: (2024)
by: Zhou, Jianping, et al.
Published: (2024)
Inference Attacks Against Graph Generative Diffusion Models
by: Wang, Xiuling, et al.
Published: (2026)
by: Wang, Xiuling, et al.
Published: (2026)
NoiseAR: AutoRegressing Initial Noise Prior for Diffusion Models
by: Li, Zeming, et al.
Published: (2025)
by: Li, Zeming, et al.
Published: (2025)
ELEMENT: Episodic and Lifelong Exploration via Maximum Entropy
by: Li, Hongming, et al.
Published: (2024)
by: Li, Hongming, et al.
Published: (2024)
Geometric-Facilitated Denoising Diffusion Model for 3D Molecule Generation
by: Xu, Can, et al.
Published: (2024)
by: Xu, Can, et al.
Published: (2024)
Output Scaling: YingLong-Delayed Chain of Thought in a Large Pretrained Time Series Forecasting Model
by: Wang, Xue, et al.
Published: (2025)
by: Wang, Xue, et al.
Published: (2025)
Diff-MN: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations
by: Zhang, Xu, et al.
Published: (2026)
by: Zhang, Xu, et al.
Published: (2026)
Intra-Trajectory Consistency for Reward Modeling
by: Zhou, Chaoyang, et al.
Published: (2025)
by: Zhou, Chaoyang, et al.
Published: (2025)
ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training
by: Liang, Yu, et al.
Published: (2026)
by: Liang, Yu, et al.
Published: (2026)
Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing
by: Fan, Ziyu, et al.
Published: (2025)
by: Fan, Ziyu, et al.
Published: (2025)
Distribution Matching via Generalized Consistency Models
by: Shrestha, Sagar, et al.
Published: (2025)
by: Shrestha, Sagar, et al.
Published: (2025)
Simulator and Experience Enhanced Diffusion Model for Comprehensive ECG Generation
by: Wang, Xiaoda, et al.
Published: (2025)
by: Wang, Xiaoda, et al.
Published: (2025)
Consistency Deep Equilibrium Models
by: Lin, Junchao, et al.
Published: (2026)
by: Lin, Junchao, et al.
Published: (2026)
Similar Items
-
NTK-Guided Few-Shot Class Incremental Learning
by: Liu, Jingren, et al.
Published: (2024) -
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective
by: Liu, Jingren, et al.
Published: (2024) -
FAPE-IR: Frequency-Aware Planning and Execution Framework for All-in-One Image Restoration
by: Liu, Jingren, et al.
Published: (2025) -
Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay
by: Liu, Jinmei, et al.
Published: (2024) -
Towards Faster Training of Diffusion Models: An Inspiration of A Consistency Phenomenon
by: Xu, Tianshuo, et al.
Published: (2024)