Continual Learning for Adaptable Car-Following in Dynamic Traffic Environments Jul 17, 2024 Autonomous Driving Continual Learning
— Unverified CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning Jul 16, 2024 class-incremental learning Class Incremental Learning
Code Code Available Graceful task adaptation with a bi-hemispheric RL agent Jul 16, 2024 Continual Learning
Code Code Available DDFAD: Dataset Distillation Framework for Audio Data Jul 15, 2024 Continual Learning Dataset Distillation
— Unverified Continual Deep Learning on the Edge via Stochastic Local Competition among Subnetworks Jul 15, 2024 Continual Learning
— Unverified Efficient Continual Learning with Low Memory Footprint For Edge Device Jul 15, 2024 Continual Learning Recommendation Systems
— Unverified Order parameters and phase transitions of continual learning in deep neural networks Jul 14, 2024 Continual Learning Transfer Learning
— Unverified Advancing Continual Learning for Robust Deepfake Audio Classification Jul 14, 2024 Audio Classification Classification
— Unverified Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning Jul 14, 2024 Continual Learning Incremental Learning
— Unverified Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach Jul 12, 2024 Continual Learning Lifelong learning
— Unverified One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning Jul 12, 2024 Continual Learning Contrastive Learning
Code Code Available iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Jul 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available Towards stable training of parallel continual learning Jul 11, 2024 Autonomous Vehicles Continual Learning
Code Code Available CLEO: Continual Learning of Evolving Ontologies Jul 11, 2024 Autonomous Driving Continual Learning
— Unverified Continually Learn to Map Visual Concepts to Large Language Models in Resource-constrained Environments Jul 11, 2024 Continual Learning Language Modeling
— Unverified How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning Jul 10, 2024 Continual Learning
— Unverified Neuromimetic metaplasticity for adaptive continual learning Jul 9, 2024 Continual Learning Data Poisoning
— Unverified Certified Continual Learning for Neural Network Regression Jul 9, 2024 Continual Learning regression
— Unverified The Solution for the sequential task continual learning track of the 2nd Greater Bay Area International Algorithm Competition Jul 6, 2024 Continual Learning
— Unverified Enhancing learning in spiking neural networks through neuronal heterogeneity and neuromodulatory signaling Jul 5, 2024 Continual Learning Diversity
— Unverified Where's That Voice Coming? Continual Learning for Sound Source Localization Jul 4, 2024 Continual Learning Exemplar-Free
— Unverified Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems Jul 4, 2024 Continual Learning Decoder
— Unverified UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection Jul 4, 2024 class-incremental learning Class Incremental Learning
— Unverified Sparse Diffusion Policy: A Sparse, Reusable, and Flexible Policy for Robot Learning Jul 1, 2024 Continual Learning Mixture-of-Experts
— Unverified Normalization and effective learning rates in reinforcement learning Jul 1, 2024 Atari Games Continual Learning
— Unverified Mask and Compress: Efficient Skeleton-based Action Recognition in Continual Learning Jul 1, 2024 Action Recognition Continual Learning
Code Code Available PCAPVision: PCAP-Based High-Velocity and Large-Volume Network Failure Detection Jul 1, 2024 Continual Learning Transfer Learning
— Unverified Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations Jun 30, 2024 Continual Learning Domain Generalization
— Unverified Learning System Dynamics without Forgetting Jun 30, 2024 Continual Learning Trajectory Prediction
Code Code Available BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization Jun 30, 2024 Continual Learning General Knowledge
— Unverified Characterizing Continual Learning Scenarios and Strategies for Audio Analysis Jun 29, 2024 Continual Learning
— Unverified The impact of model size on catastrophic forgetting in Online Continual Learning Jun 28, 2024 class-incremental learning Class Incremental Learning
— Unverified Attack On Prompt: Backdoor Attack in Prompt-Based Continual Learning Jun 28, 2024 Backdoor Attack Continual Learning
— Unverified Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction Jun 27, 2024 Click-Through Rate Prediction Continual Learning
— Unverified Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation Jun 27, 2024 Continual Learning Question Answering
Code Code Available Learn it or Leave it: Module Composition and Pruning for Continual Learning Jun 26, 2024 Continual Learning Transfer Learning
— Unverified Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation Jun 26, 2024 Continual Learning Domain Generalization
Code Code Available Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning Jun 25, 2024 Continual Learning Image Registration
Code Code Available Forget but Recall: Incremental Latent Rectification in Continual Learning Jun 25, 2024 Continual Learning Incremental Learning
— Unverified Theory on Mixture-of-Experts in Continual Learning Jun 24, 2024 Continual Learning Mixture-of-Experts
— Unverified EVCL: Elastic Variational Continual Learning with Weight Consolidation Jun 23, 2024 Continual Learning Incremental Learning
Code Code Available Continual Learning with Diffusion-based Generative Replay for Industrial Streaming Data Jun 22, 2024 Continual Learning Knowledge Distillation
— Unverified Behaviour Distillation Jun 21, 2024 Continual Learning continuous-control
Code Code Available VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought Jun 20, 2024 Action Anticipation Continual Learning
— Unverified Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation Jun 19, 2024 Continual Learning Image Segmentation
— Unverified Controlling Forgetting with Test-Time Data in Continual Learning Jun 19, 2024 Continual Learning
— Unverified Unsupervised Online Continual Learning for Automatic Speech Recognition Jun 18, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval Jun 18, 2024 Continual Learning Incremental Learning
— Unverified CM2-Net: Continual Cross-Modal Mapping Network for Driver Action Recognition Jun 17, 2024 Action Recognition Continual Learning
— Unverified Zero-Shot Generalization during Instruction Tuning: Insights from Similarity and Granularity Jun 17, 2024 Continual Learning Zero-shot Generalization
Code Code Available 