Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning Mar 16, 2023 Continual Learning
Code Code Available TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation Mar 13, 2023 Continual Learning Exemplar-Free
Code Code Available Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models Mar 12, 2023 class-incremental learning Class Incremental Learning
Code Code Available Predictive Experience Replay for Continual Visual Control and Forecasting Mar 12, 2023 Continual Learning Model-based Reinforcement Learning
Code Code Available SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model Mar 9, 2023 Attribute Continual Learning
Code Code Available Multimodal Parameter-Efficient Few-Shot Class Incremental Learning Mar 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting Feb 28, 2023 Continual Learning Federated Learning
Code Code Available A Neural Span-Based Continual Named Entity Recognition Model Feb 23, 2023 Continual Learning Continual Named Entity Recognition
Code Code Available New Insights for the Stability-Plasticity Dilemma in Online Continual Learning Feb 17, 2023 Continual Learning
Code Code Available Efficiency 360: Efficient Vision Transformers Feb 16, 2023 Continual Learning Fairness
Code Code Available Task-Specific Skill Localization in Fine-tuned Language Models Feb 13, 2023 Continual Learning parameter-efficient fine-tuning
Code Code Available Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters Feb 12, 2023 Continual Learning Contrastive Learning
Code Code Available Lightweight Transformers for Clinical Natural Language Processing Feb 9, 2023 Continual Learning Knowledge Distillation
Code Code Available Continual Learning with Scaled Gradient Projection Feb 2, 2023 Continual Learning image-classification
Code Code Available Real-Time Evaluation in Online Continual Learning: A New Hope Feb 2, 2023 Continual Learning
Code Code Available Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal Feb 2, 2023 Continual Learning
Code Code Available Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization Feb 1, 2023 Action Recognition Continual Learning
Code Code Available IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing Jan 31, 2023 Anomaly Detection Continual Learning
Code Code Available A Comprehensive Survey of Continual Learning: Theory, Method and Application Jan 31, 2023 Continual Learning Learning Theory
Code Code Available Progressive Prompts: Continual Learning for Language Models Jan 29, 2023 Continual Learning
Code Code Available Towards Continual Egocentric Activity Recognition: A Multi-modal Egocentric Activity Dataset for Continual Learning Jan 26, 2023 Activity Recognition Continual Learning
Code Code Available NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision Jan 1, 2023 Continual Learning Incremental Learning
Code Code Available CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation Jan 1, 2023 Continual Learning Continual Pretraining
Code Code Available VQACL: A Novel Visual Question Answering Continual Learning Setting Jan 1, 2023 Continual Learning Question Answering
Code Code Available Sparse Coding in a Dual Memory System for Lifelong Learning Dec 28, 2022 Continual Learning Lifelong learning
Code Code Available Re-basin via implicit Sinkhorn differentiation Dec 22, 2022 Continual Learning Incremental Learning
Code Code Available 3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding Dec 13, 2022 Continual Learning Incremental Learning
Code Code Available A soft nearest-neighbor framework for continual semi-supervised learning Dec 9, 2022 Continual Learning
Code Code Available Lifelong Person Re-Identification via Knowledge Refreshing and Consolidation Nov 29, 2022 Continual Learning Lifelong learning
Code Code Available Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference Nov 29, 2022 Continual Learning Incremental Learning
Code Code Available The Effectiveness of World Models for Continual Reinforcement Learning Nov 29, 2022 Continual Learning Model-based Reinforcement Learning
Code Code Available BeGin: Extensive Benchmark Scenarios and An Easy-to-use Framework for Graph Continual Learning Nov 26, 2022 Continual Learning
Code Code Available Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time Nov 25, 2022 Continual Learning Domain Generalization
Code Code Available CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning Nov 23, 2022 Continual Learning Novel Concepts
Code Code Available Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation Nov 22, 2022 Continual Learning Exemplar-Free
Code Code Available NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research Nov 15, 2022 Continual Learning Diversity
Code Code Available Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation Nov 13, 2022 Class-Incremental Semantic Segmentation Continual Learning
Code Code Available A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available Do Pre-trained Models Benefit Equally in Continual Learning? Oct 27, 2022 Continual Learning
Code Code Available Broken Neural Scaling Laws Oct 26, 2022 Adversarial Robustness 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 On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning Oct 12, 2022 Continual Learning
Code Code Available Continual Learning by Modeling Intra-Class Variation Oct 11, 2022 Continual Learning
Code Code Available Towards Continual Adaptation in Industrial Anomaly Detection Oct 10, 2022 Anomaly Detection continual anomaly detection
Code Code Available Patch-based Knowledge Distillation for Lifelong Person Re-Identification Oct 10, 2022 Continual Learning Knowledge Distillation
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 CLAD: A realistic Continual Learning benchmark for Autonomous Driving Oct 7, 2022 Autonomous Driving Continual Learning
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available Understanding Collapse in Non-Contrastive Siamese Representation Learning Sep 29, 2022 Continual Learning Contrastive Learning
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