Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism May 6, 2022 Continual Learning Diversity
Code Code Available Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay Apr 16, 2024 Continual Learning reinforcement-learning
Code Code Available Continual Prompt Tuning for Dialog State Tracking Mar 13, 2022 Continual Learning dialog state tracking
Code Code Available Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Sep 2, 2020 class-incremental learning Class Incremental Learning
Code Code Available Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning Nov 29, 2023 Continual Learning Continual Self-Supervised Learning
Code Code Available A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal Sep 28, 2022 Continual Learning Reinforcement Learning (RL)
Code Code Available AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Oct 28, 2020 Continual Learning Organ Segmentation
Code Code Available A soft nearest-neighbor framework for continual semi-supervised learning Dec 9, 2022 Continual Learning
Code Code Available ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation Jul 23, 2020 Continual Learning Session-Based Recommendations
Code Code Available Continuous Coordination As a Realistic Scenario for Lifelong Learning Mar 4, 2021 Continual Learning Deep Reinforcement Learning
Code Code Available Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation Mar 7, 2024 Continual Learning Contrastive Learning
Code Code Available Coresets via Bilevel Optimization for Continual Learning and Streaming Jun 6, 2020 Bilevel Optimization Continual Learning
Code Code Available Cost-effective On-device Continual Learning over Memory Hierarchy with Miro Aug 11, 2023 Continual Learning Edge-computing
Code Code Available CPR: Classifier-Projection Regularization for Continual Learning Jun 12, 2020 Continual Learning
Code Code Available Action Flow Matching for Continual Robot Learning Apr 25, 2025 Continual Learning
Code Code Available CNLL: A Semi-supervised Approach For Continual Noisy Label Learning Apr 21, 2022 Continual Learning
Code Code Available Dark Experience for General Continual Learning: a Strong, Simple Baseline Apr 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available DataDAM: Efficient Dataset Distillation with Attention Matching Sep 29, 2023 Continual Learning Dataset Distillation
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Jun 18, 2022 Continual Learning Transfer Learning
Code Code Available CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning May 30, 2025 class-incremental learning Class Incremental Learning
Code Code Available Avalanche: an End-to-End Library for Continual Learning Apr 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available Bilevel Continual Learning Jul 30, 2020 Bilevel Optimization Continual Learning
Code Code Available Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition Oct 8, 2022 Causal Inference Continual Learning
Code Code Available A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available Do Pre-trained Models Benefit Equally in Continual Learning? Oct 27, 2022 Continual Learning
Code Code Available Activation-Informed Merging of Large Language Models Feb 4, 2025 Computational Efficiency Continual Learning
Code Code Available Asynchronous Federated Continual Learning Apr 7, 2023 Continual Learning Federated Learning
Code Code Available A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix Oct 7, 2020 Continual Learning
Code Code Available Drinking from a Firehose: Continual Learning with Web-scale Natural Language Jul 18, 2020 Continual Learning
Code Code Available CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Jul 22, 2024 Continual Learning Incremental Learning
Code Code Available Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments Dec 31, 2021 Continual Learning Deep Learning
Code Code Available Advancing Prompt-Based Methods for Replay-Independent General Continual Learning Mar 2, 2025 Continual Learning
Code Code Available Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation May 23, 2023 Continual Learning
Code Code Available Adversarial Continual Learning Mar 21, 2020 Continual Learning image-classification
Code Code Available Efficiency 360: Efficient Vision Transformers Feb 16, 2023 Continual Learning Fairness
Code Code Available Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available Efficient Feature Transformations for Discriminative and Generative Continual Learning Mar 25, 2021 Continual Learning
Code Code Available Energy-Based Models for Continual Learning Nov 24, 2020 Continual Learning
Code Code Available Engineering flexible machine learning systems by traversing functionally-invariant paths Apr 30, 2022 Adversarial Robustness Continual Learning
Code Code Available Evaluating Logical Generalization in Graph Neural Networks Mar 14, 2020 Continual Learning Diversity
Code Code Available Exemplar-free Continual Representation Learning via Learnable Drift Compensation Jul 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes Jun 18, 2019 Active Learning Continual Learning
Code Code Available Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation Oct 13, 2022 Class-Incremental Semantic Segmentation Continual Learning
Code Code Available FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Sep 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available Federated Continual Learning with Weighted Inter-client Transfer Mar 6, 2020 Continual Learning Federated Learning
Code Code Available A Unified and General Framework for Continual Learning Mar 20, 2024 Continual Learning
Code Code Available A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Oct 18, 2023 Continual Learning Incremental Learning
Code Code Available BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning May 8, 2023 Continual Learning Diversity
Code Code Available CL-MASR: A Continual Learning Benchmark for Multilingual ASR Oct 25, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
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