conftrace_

model expansion

15 papers

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Co-occurring keywords · papers mentioning both

continual learning (7) generative model (5) knowledge distillation (5) catastrophic forgetting (5) variational autoencoder (3) lifelong learning (3) diffusion model (2) class-incremental learning (2) knowledge transfer (2) transfer learning (2)

Papers

Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments AAAI 2026 ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking AAAI 2025 Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling AAAI 2025 LESA: Learnable LLM Layer Scaling-Up ACL 2025 Lifelong Scalable Generative System via Online Maximum Mean Discrepancy AAAI 2025 Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling ACL 2025 Building Variable-Sized Models via Learngene Pool AAAI 2024 Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning WACV 2024 LEMON: Lossless model expansion ICLR 2024 Domain Expansion of Image Generators CVPR 2023 Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy AAAI 2023 Wasserstein Expansible Variational Autoencoder for Discriminative and Generative Continual Learning ICCV 2023 ELLE: Efficient Lifelong Pre-training for Emerging Data ACL 2022 Lifelong Generative Modelling Using Dynamic Expansion Graph Model AAAI 2022 Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022