Continual Learning

Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models AAAI 2025 What Causes Knowledge Loss in Multilingual Language Models? ACL 2025 When to Learn and When to Stop: Quitting at the Optimal Time (Student Abstract) AAAI 2025 Yandex Submission to the WMT25 General Machine Translation Task EMNLP 2025 Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024 Accurate Forgetting for Heterogeneous Federated Continual Learning ICLR 2024 Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024 Adaptive neural network based control approach for building energy control under changing environmental conditions L4DC 2024 Adaptive Shortcut Debiasing for Online Continual Learning AAAI 2024 Adaptive VIO: Deep Visual-Inertial Odometry with Online Continual Learning CVPR 2024 Adaptive Visual Scene Understanding: Incremental Scene Graph Generation NeurIPS 2024 Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-Free Continual Learning WACV 2024 Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning ICLR 2024 Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models NeurIPS 2024 Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization ACL 2024 A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models EMNLP 2024 An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning WACV 2024 An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning NeurIPS 2024 An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction ACL 2024 A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning NeurIPS 2024 A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus ACL 2024 A Novel Paradigm Boosting Translation Capabilities of Large Language Models NAACL 2024 A Parameter-efficient Language Extension Framework for Multilingual ASR Interspeech 2024 Approximate Bayesian Class-Conditional Models under Continuous Representation Shift AISTATS 2024 A Practitioner's Guide to Real-World Continual Multimodal Pretraining NeurIPS 2024