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 SimCS: Simulation for Domain Incremental Online Continual Segmentation Nov 29, 2022 Autonomous Driving Continual Learning
— Unverified Data Poisoning Attack Aiming the Vulnerability of Continual Learning Nov 29, 2022 Adversarial Attack Continual Learning
— Unverified The Effectiveness of World Models for Continual Reinforcement Learning Nov 29, 2022 Continual Learning Model-based Reinforcement Learning
Code Code Available Progressive Learning without Forgetting Nov 28, 2022 Continual Learning
— Unverified Learning to Learn: How to Continuously Teach Humans and Machines Nov 28, 2022 class-incremental learning Class Incremental Learning
— Unverified Neural Architecture for Online Ensemble Continual Learning Nov 27, 2022 Continual Learning
Code Code Available Multi-Label Continual Learning using Augmented Graph Convolutional Network Nov 27, 2022 Continual Learning Multi-Label Image Recognition
— Unverified BeGin: Extensive Benchmark Scenarios and An Easy-to-use Framework for Graph Continual Learning Nov 26, 2022 Continual Learning
Code Code Available Overcoming Catastrophic Forgetting by XAI Nov 25, 2022 Continual Learning Explainable Artificial Intelligence (XAI)
— Unverified CoMFormer: Continual Learning in Semantic and Panoptic Segmentation Nov 25, 2022 Continual Learning Continual Panoptic Segmentation
— Unverified Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time Nov 25, 2022 Continual Learning Domain Generalization
Code Code Available Continual Learning of Natural Language Processing Tasks: A Survey Nov 23, 2022 Continual Learning Survey
— Unverified Cooperative data-driven modeling Nov 23, 2022 Continual Learning
Code Code Available Integral Continual Learning Along the Tangent Vector Field of Tasks Nov 23, 2022 Continual Learning
— Unverified 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 Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning Nov 21, 2022 AI Agent Continual Learning
— Unverified Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams Nov 21, 2022 Continual Learning Text to SQL
Code Code Available CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering Nov 19, 2022 Continual Learning Question Answering
— Unverified Building a Subspace of Policies for Scalable Continual Learning Nov 18, 2022 Continual Learning
— Unverified #maskUp: Selective Attribute Encryption for Sensitive Vocalization for English language on Social Media Platforms Nov 16, 2022 Attribute Continual Learning
— Unverified Bi-directional Digital Twin and Edge Computing in the Metaverse Nov 16, 2022 Continual Learning Edge-computing
— Unverified NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research Nov 15, 2022 Continual Learning Diversity
Code Code Available An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding Nov 15, 2022 class-incremental learning Class Incremental Learning
Code Code Available Hierarchically Structured Task-Agnostic Continual Learning Nov 14, 2022 Continual Learning reinforcement-learning
Code Code Available FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model Nov 14, 2022 Continual Learning Federated Learning
— Unverified Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation Nov 13, 2022 Class-Incremental Semantic Segmentation Continual Learning
Code Code Available Lifelong and Continual Learning Dialogue Systems Nov 12, 2022 Continual Learning Lifelong learning
— Unverified Understanding Approximation for Bayesian Inference in Neural Networks Nov 11, 2022 Active Learning Bayesian Inference
— Unverified Mitigating Forgetting in Online Continual Learning via Contrasting Semantically Distinct Augmentations Nov 10, 2022 Continual Learning Contrastive Learning
— Unverified Continual learning autoencoder training for a particle-in-cell simulation via streaming Nov 9, 2022 Continual Learning
— Unverified Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning Nov 6, 2022 Continual Learning
— Unverified Learning Tool Morphology for Contact-Rich Manipulation Tasks with Differentiable Simulation Nov 4, 2022 Contact-rich Manipulation Continual Learning
— Unverified A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Nov 3, 2022 Continual Learning Domain Adaptation
Code Code Available Biologically-Inspired Continual Learning of Human Motion Sequences Nov 2, 2022 Continual Learning Temporal Sequences
— Unverified Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer Nov 1, 2022 Continual Learning Transfer Learning
— Unverified Informed Priors for Knowledge Integration in Trajectory Prediction Nov 1, 2022 Autonomous Driving Continual Learning
— Unverified Generative Negative Text Replay for Continual Vision-Language Pretraining Oct 31, 2022 Continual Learning image-classification
— Unverified Elastic Weight Consolidation Improves the Robustness of Self-Supervised Learning Methods under Transfer Oct 28, 2022 Continual Learning Representation Learning
— Unverified Do Pre-trained Models Benefit Equally in Continual Learning? Oct 27, 2022 Continual Learning
Code Code Available Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch? Oct 27, 2022 Continual Learning Lesion Segmentation
Code Code Available Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing Oct 26, 2022 Continual Learning
— Unverified Is Multi-Task Learning an Upper Bound for Continual Learning? Oct 26, 2022 Continual Learning Continual Self-Supervised Learning
— Unverified Broken Neural Scaling Laws Oct 26, 2022 Adversarial Robustness Continual Learning
Code Code Available Helpful or Harmful: Inter-Task Association in Continual Learning Oct 23, 2022 Class Incremental Learning Continual Learning
Code Code Available RAIS: Robust and Accurate Interactive Segmentation via Continual Learning Oct 20, 2022 Continual Learning Image Segmentation
— Unverified Exclusive Supermask Subnetwork Training for Continual Learning Oct 18, 2022 Continual Learning Text Classification
Code Code Available 