Wasserstein Expansible Variational Autoencoder for Discriminative and Generative Continual Learning Jan 1, 2023 Continual Learning Diversity
Code Code Available Continual Learning for Personalized Co-speech Gesture Generation Jan 1, 2023 Continual Learning Gesture Generation
— Unverified Generating Instance-level Prompts for Rehearsal-free Continual Learning Jan 1, 2023 Continual Learning
— Unverified CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Bilateral Memory Consolidation for Continual Learning Jan 1, 2023 Continual Learning Knowledge Distillation
— Unverified Adaptive Plasticity Improvement for Continual Learning Jan 1, 2023 Continual Learning Lifelong learning
— Unverified Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling Jan 1, 2023 Continual Learning
— Unverified Measuring Asymmetric Gradient Discrepancy in Parallel Continual Learning Jan 1, 2023 Continual Learning
— Unverified Few-shot Continual Infomax Learning Jan 1, 2023 Continual Learning Few-Shot Learning
— Unverified A Simple Recipe to Meta-Learn Forward and Backward Transfer Jan 1, 2023 Continual Learning Meta-Learning
— Unverified GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting Jan 1, 2023 Continual Learning
— Unverified Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation Jan 1, 2023 Continual Learning Data Augmentation
— Unverified Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering Jan 1, 2023 Continual Learning Language Modelling
— Unverified Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available Data Augmented Flatness-aware Gradient Projection for Continual Learning Jan 1, 2023 Continual Learning
— Unverified Saliency-Augmented Memory Completion for Continual Learning Dec 26, 2022 Bilevel Optimization Continual Learning
Code Code Available Continual Learning Approaches for Anomaly Detection Dec 21, 2022 Anomaly Detection Continual Learning
Code Code Available Hierarchically branched diffusion models leverage dataset structure for class-conditional generation Dec 21, 2022 Continual Learning
Code Code Available DSI++: Updating Transformer Memory with New Documents Dec 19, 2022 Continual Learning Natural Questions
— Unverified Continual Learning for Instruction Following from Realtime Feedback Dec 19, 2022 Continual Learning Instruction Following
Code Code Available Instance-Conditional Timescales of Decay for Non-Stationary Learning Dec 12, 2022 Continual Learning Meta-Learning
— Unverified PIVOT: Prompting for Video Continual Learning Dec 9, 2022 Continual Learning
— Unverified Selective Amnesia: On Efficient, High-Fidelity and Blind Suppression of Backdoor Effects in Trojaned Machine Learning Models Dec 9, 2022 Continual Learning
— Unverified Bio-Inspired, Task-Free Continual Learning through Activity Regularization Dec 8, 2022 Continual Learning Split-MNIST
— Unverified System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games Dec 8, 2022 Continual Learning Lifelong learning
— Unverified Statistical mechanics of continual learning: variational principle and mean-field potential Dec 6, 2022 Continual Learning Multi-Task Learning
Code Code Available Continual learning on deployment pipelines for Machine Learning Systems Dec 5, 2022 Anomaly Detection Continual Learning
— Unverified FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge Dec 4, 2022 Continual Learning Transfer Learning
— Unverified Continual Learning for On-Device Speech Recognition using Disentangled Conformers Dec 2, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Continual Learning with Distributed Optimization: Does CoCoA Forget? Nov 30, 2022 Continual Learning Distributed Optimization
— Unverified Continual Learning with Optimal Transport based Mixture Model Nov 30, 2022 class-incremental learning Class Incremental Learning
— Unverified Data Poisoning Attack Aiming the Vulnerability of Continual Learning Nov 29, 2022 Adversarial Attack Continual Learning
— Unverified SimCS: Simulation for Domain Incremental Online Continual Segmentation Nov 29, 2022 Autonomous Driving Continual Learning
— Unverified 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 Multi-Label Continual Learning using Augmented Graph Convolutional Network Nov 27, 2022 Continual Learning Multi-Label Image Recognition
— Unverified Neural Architecture for Online Ensemble Continual Learning Nov 27, 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 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 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 Unveiling the Tapestry: the Interplay of Generalization and Forgetting in Continual Learning Nov 21, 2022 AI Agent Continual Learning
— Unverified 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 