conftrace_

continual learning

1,419 papers

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Also known as

CL

Co-occurring keywords · papers mentioning both

catastrophic forgetting (701) knowledge distillation (176) class-incremental learning (132) representation learning (108) domain adaptation (91) neural network (78) incremental learning (74) online learning (72) transfer learning (68) few-shot learning (67)

Papers

TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation ACL 2024 Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment NeurIPS 2024 The complexity of non-stationary reinforcement learning ALT 2024 The Inter-batch Diversity of Samples in Experience Replay for Continual Learning AAAI 2024 The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model ICLR 2024 TiC-CLIP: Continual Training of CLIP Models ICLR 2024 TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation AAAI 2024 TL-CL: Task And Language Incremental Continual Learning EMNLP 2024 Towards a Unified Framework for Adaptable Problematic Content Detection via Continual Learning NAACL 2024 Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework COLING 2024 Towards Backward-Compatible Continual Learning of Image Compression CVPR 2024 Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024 Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding AAAI 2024 Towards Domain-Aware Knowledge Distillation for Continual Model Generalization WACV 2024 Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024 Traceable Federated Continual Learning CVPR 2024 Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning NeurIPS 2024 Uncertainty-Guided Never-Ending Learning to Drive CVPR 2024 Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024 Unsupervised Continual Anomaly Detection with Contrastively-Learned Prompt AAAI 2024 Unsupervised Online Continual Learning for Automatic Speech Recognition Interspeech 2024 Vector Quantization Prompting for Continual Learning NeurIPS 2024 ViLCo-Bench: VIdeo Language COntinual learning Benchmark NeurIPS 2024 Visual Prompt Tuning in Null Space for Continual Learning NeurIPS 2024 Vocal Sandbox: Continual Learning and Adaptation for Situated Human-Robot Collaboration CoRL 2024