Summary of Adaptive Variational Continual Learning Via Task-heuristic Modelling, by Fan Yang
Adaptive Variational Continual Learning via Task-Heuristic Modellingby Fan YangFirst submitted to arxiv on: 29 Aug…
Summary of Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling For Long-tailed Continual Learning, by Lei Liu and Li Liu and Yawen Cui
Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling for Long-Tailed Continual Learningby Lei Liu, Li Liu, Yawen…
Summary of Curlora: Stable Llm Continual Fine-tuning and Catastrophic Forgetting Mitigation, by Muhammad Fawi
CURLoRA: Stable LLM Continual Fine-Tuning and Catastrophic Forgetting Mitigationby Muhammad FawiFirst submitted to arxiv on:…
Summary of May the Forgetting Be with You: Alternate Replay For Learning with Noisy Labels, by Monica Millunzi and Lorenzo Bonicelli and Angelo Porrello and Jacopo Credi and Petter N. Kolm and Simone Calderara
May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labelsby Monica Millunzi,…
Summary of Dual-cba: Improving Online Continual Learning Via Dual Continual Bias Adaptors From a Bi-level Optimization Perspective, by Quanziang Wang et al.
Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspectiveby…
Summary of Data Augmentation For Continual Rl Via Adversarial Gradient Episodic Memory, by Sihao Wu et al.
Data Augmentation for Continual RL via Adversarial Gradient Episodic Memoryby Sihao Wu, Xingyu Zhao, Xiaowei…
Summary of A Unified Framework For Continual Learning and Unlearning, by Romit Chatterjee et al.
A Unified Framework for Continual Learning and Unlearningby Romit Chatterjee, Vikram Chundawat, Ayush Tarun, Ankur…
Summary of Overcoming Growth-induced Forgetting in Task-agnostic Continual Learning, by Yuqing Zhao et al.
Overcoming Growth-Induced Forgetting in Task-Agnostic Continual Learningby Yuqing Zhao, Divya Saxena, Jiannong Cao, Xiaoyun Liu,…
Summary of Air: Analytic Imbalance Rectifier For Continual Learning, by Di Fang and Yinan Zhu and Runze Fang and Cen Chen and Ziqian Zeng and Huiping Zhuang
AIR: Analytic Imbalance Rectifier for Continual Learningby Di Fang, Yinan Zhu, Runze Fang, Cen Chen,…
Summary of Mitigating the Stability-plasticity Dilemma in Adaptive Train Scheduling with Curriculum-driven Continual Dqn Expansion, by Achref Jaziri et al.
Mitigating the Stability-Plasticity Dilemma in Adaptive Train Scheduling with Curriculum-Driven Continual DQN Expansionby Achref Jaziri,…