Improving Replay Sample Selection and Storage for Less Forgetting in Continual Learning Aug 3, 2023 Continual Learning
— Unverified 0INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning Jan 22, 2024 class-incremental learning Class Incremental Learning
— Unverified 0Increasing Depth of Neural Networks for Life-long Learning Feb 22, 2022 Continual Learning Permuted-MNIST
— Unverified 0Incremental Knowledge Tracing from Multiple Schools Jan 7, 2022 Continual Learning Knowledge Tracing
— Unverified 0Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition Dec 17, 2020 Continual Learning Face Recognition
— Unverified 0Incremental Learning Through Deep Adaptation May 11, 2017 Continual Learning image-classification
— Unverified 0Incrementally Learning Multiple Diverse Data Domains via Multi-Source Dynamic Expansion Model Jan 15, 2025 Continual Learning Transfer Learning
— Unverified 0Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors Sep 1, 2022 Continual Learning Gesture Recognition
— Unverified 0Incremental Reading for Question Answering Jan 15, 2019 Continual Learning Question Answering
— Unverified 0In Defense of the Learning Without Forgetting for Task Incremental Learning Jul 26, 2021 Continual Learning Incremental Learning
— Unverified 0Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning Dec 4, 2019 Continual Learning Variational Inference
— Unverified 0Information-Theoretic Dual Memory System for Continual Learning Jan 13, 2025 Continual Learning
— Unverified 0Information-Theoretic Generalization Bounds of Replay-based Continual Learning Jul 16, 2025 Continual Learning Generalization Bounds
— Unverified 0Information-theoretic Online Memory Selection for Continual Learning Apr 10, 2022 Continual Learning
— Unverified 0Informed Priors for Knowledge Integration in Trajectory Prediction Nov 1, 2022 Autonomous Driving Continual Learning
— Unverified 0Informed Spectral Normalized Gaussian Processes for Trajectory Prediction Mar 18, 2024 Autonomous Driving Continual Learning
— Unverified 0In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory Jul 14, 2022 Continual Learning
— Unverified 0InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions Mar 18, 2024 Continual Learning Diversity
— Unverified 0Instance and Category Supervision are Alternate Learners for Continual Learning Jan 1, 2023 Continual Learning Self-Supervised Learning
— Unverified 0Instant Continual Learning of Neural Radiance Fields Sep 4, 2023 3D Scene Reconstruction Continual Learning
— Unverified 0Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models May 24, 2023 Continual Learning Data Poisoning
— Unverified 0Integral Continual Learning Along the Tangent Vector Field of Tasks Nov 23, 2022 Continual Learning
— Unverified 0Interactions between Representation Learning and Supervision Mar 25, 2019 Continual Learning Dimensionality Reduction
— Unverified 0Interactive Continual Learning Architecture for Long-Term Personalization of Home Service Robots Mar 6, 2024 Continual Learning
— Unverified 0Interactive Visual Task Learning for Robots Dec 20, 2023 Continual Learning Novel Concepts
— Unverified 0Interpolating Compressed Parameter Subspaces May 19, 2022 Continual Learning
— Unverified 0Interpretable Continual Learning May 1, 2019 Continual Learning
— Unverified 0Investigating Continual Pretraining in Large Language Models: Insights and Implications Feb 27, 2024 Continual Learning Continual Pretraining
— Unverified 0Investigating Forgetting in Pre-Trained Representations Through Continual Learning May 10, 2023 Continual Learning General Knowledge
— Unverified 0Investigating Plausibility of Biologically Inspired Bayesian Learning in ANNs Nov 27, 2024 Bayesian Inference Continual Learning
— Unverified 0Investigating the Impact of Weight Sharing Decisions on Knowledge Transfer in Continual Learning Nov 16, 2023 Continual Learning Decision Making
— Unverified 0IOB: Integrating Optimization Transfer and Behavior Transfer for Multi-Policy Reuse Aug 14, 2023 Continual Learning Reinforcement Learning (RL)
— Unverified 0IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report Apr 26, 2020 Continual Learning Object
— Unverified 0Is Class-Incremental Enough for Continual Learning? Dec 6, 2021 Computational Efficiency Continual Learning
— Unverified 0Is Continual Learning Ready for Real-world Challenges? Feb 15, 2024 3D Semantic Segmentation Continual Learning
— Unverified 0Towards Diverse Evaluation of Class Incremental Learning: A Representation Learning Perspective Jun 16, 2022 class-incremental learning Class Incremental Learning
— Unverified 0Is forgetting less a good inductive bias for forward transfer? Mar 14, 2023 Continual Learning image-classification
— Unverified 0Is Multi-Task Learning an Upper Bound for Continual Learning? Oct 26, 2022 Continual Learning Continual Self-Supervised Learning
— Unverified 0Isolating Latent Structure with Cross-population Variational Autoencoders Sep 25, 2019 Continual Learning Denoising
— Unverified 0Ithaca365: Dataset and Driving Perception under Repeated and Challenging Weather Conditions Aug 1, 2022 3D Object Detection Anomaly Detection
— Unverified 0Joint Diffusion models in Continual Learning Nov 12, 2024 Continual Learning Knowledge Distillation
— Unverified 0Joint Intent Detection And Slot Filling Based on Continual Learning Model Feb 22, 2021 Continual Learning Intent Detection
— Unverified 0Just a Glimpse: Rethinking Temporal Information for Video Continual Learning May 28, 2023 class-incremental learning Class Incremental Learning
— Unverified 0Just Ask:An Interactive Learning Framework for Vision and Language Navigation Dec 2, 2019 Continual Learning Data Augmentation
— Unverified 0Just Say the Name: Online Continual Learning with Category Names Only via Data Generation Mar 16, 2024 Continual Learning Diversity
— Unverified 0Kalman Filter for Online Classification of Non-Stationary Data Jun 14, 2023 Classification Continual Learning
— Unverified 0Keep and Learn: Continual Learning by Constraining the Latent Space for Knowledge Preservation in Neural Networks May 28, 2018 Continual Learning
— Unverified 0Knowing when we do not know: Bayesian continual learning for sensing-based analysis tasks Jun 6, 2021 Bayesian Inference Continual Learning
— Unverified 0Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding Jan 17, 2023 Continual Learning Graph Embedding
— Unverified 0Knowledge Capture and Replay for Continual Learning Dec 12, 2020 Continual Learning Denoising
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