iSDF: Real-Time Neural Signed Distance Fields for Robot Perception Apr 5, 2022 Continual Learning Denoising
Code Code Available TimeLMs: Diachronic Language Models from Twitter Feb 8, 2022 Continual Learning Language Modeling
Code Code Available Three scenarios for continual learning Apr 15, 2019 class-incremental learning Class Incremental Learning
Code Code Available Generative replay with feedback connections as a general strategy for continual learning Sep 27, 2018 Continual Learning Lifelong learning
Code Code Available Learning without Forgetting Jun 29, 2016 Class Incremental Learning Continual Learning
Code Code Available Rethinking Query-based Transformer for Continual Image Segmentation Jul 10, 2025 Continual Learning Image Segmentation
Code Code Available SAMed-2: Selective Memory Enhanced Medical Segment Anything Model Jul 4, 2025 Continual Learning Image Segmentation
Code Code Available Chameleon: A MatMul-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data May 30, 2025 Continual Learning Few-Shot 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 LADA: Scalable Label-Specific CLIP Adapter for Continual Learning May 29, 2025 Continual Learning
Code Code Available Can LLMs Alleviate Catastrophic Forgetting in Graph Continual Learning? A Systematic Study May 24, 2025 Continual Learning
Code Code Available The Cell Must Go On: Agar.io for Continual Reinforcement Learning May 23, 2025 Continual Learning Deep Reinforcement Learning
Code Code Available Gated Integration of Low-Rank Adaptation for Continual Learning of Language Models May 21, 2025 Continual Learning parameter-efficient fine-tuning
Code Code Available ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts May 15, 2025 Continual Learning Language Modeling
Code Code Available PrePrompt: Predictive prompting for class incremental learning May 13, 2025 Classifier calibration class-incremental learning
Code Code Available Action Flow Matching for Continual Robot Learning Apr 25, 2025 Continual Learning
Code Code Available Bayesian continual learning and forgetting in neural networks Apr 18, 2025 Bayesian Inference Continual Learning
Code Code Available Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning Apr 9, 2025 Continual Learning Decoder
Code Code Available TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining Apr 2, 2025 Continual Learning Continual Pretraining
Code Code Available Language Guided Concept Bottleneck Models for Interpretable Continual Learning Mar 30, 2025 Continual Learning Decision Making
Code Code Available Do Your Best and Get Enough Rest for Continual Learning Mar 24, 2025 Continual Learning Incremental Learning
Code Code Available LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning Mar 23, 2025 Continual Learning Exemplar-Free
Code Code Available StableFusion: Continual Video Retrieval via Frame Adaptation Mar 13, 2025 Continual Learning Mixture-of-Experts
Code Code Available Advancing Prompt-Based Methods for Replay-Independent General Continual Learning Mar 2, 2025 Continual Learning
Code Code Available Activation-Informed Merging of Large Language Models Feb 4, 2025 Computational Efficiency Continual Learning
Code Code Available Low-rank Prompt Interaction for Continual Vision-Language Retrieval Jan 24, 2025 Continual Learning Contrastive Learning
Code Code Available Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning Jan 9, 2025 class-incremental learning Class Incremental Learning
Code Code Available Online Continual Learning: A Systematic Literature Review of Approaches, Challenges, and Benchmarks Jan 9, 2025 Continual Learning image-classification
Code Code Available MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification Jan 2, 2025 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection Dec 20, 2024 Continual Learning Intrusion Detection
Code Code Available Region-Based Optimization in Continual Learning for Audio Deepfake Detection Dec 16, 2024 Audio Deepfake Detection Continual Learning
Code Code Available Continual Learning for Segment Anything Model Adaptation Dec 9, 2024 Continual Learning model
Code Code Available CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning Nov 21, 2024 Continual Learning Image Classification
Code Code Available A unifying framework for generalised Bayesian online learning in non-stationary environments Nov 15, 2024 Continual Learning Multi-Armed Bandits
Code Code Available SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models Nov 4, 2024 Continual Learning General Knowledge
Code Code Available Learning Successor Features the Simple Way Oct 29, 2024 Continual Learning Deep Reinforcement Learning
Code Code Available Vector Quantization Prompting for Continual Learning Oct 27, 2024 Continual Learning Quantization
Code Code Available LLMs Can Evolve Continually on Modality for X-Modal Reasoning Oct 26, 2024 Continual Learning multimodal interaction
Code Code Available TEAM: Topological Evolution-aware Framework for Traffic Forecasting--Extended Version Oct 24, 2024 Continual Learning Time Series
Code Code Available Is Parameter Collision Hindering Continual Learning in LLMs? Oct 14, 2024 Continual Learning
Code Code Available Continual Learning in the Frequency Domain Oct 9, 2024 Continual Learning
Code Code Available Variational Bayes Gaussian Splatting Oct 4, 2024 Continual Learning Variational Inference
Code Code Available Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting Oct 1, 2024 Continual Learning Language Modeling
Code Code Available A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks Sep 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available Anytime Continual Learning for Open Vocabulary Classification Sep 13, 2024 Classification Continual Learning
Code Code Available Latent Distillation for Continual Object Detection at the Edge Sep 3, 2024 Class-Incremental Object Detection Continual Learning
Code Code Available Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning Sep 2, 2024 Continual Learning Contrastive Learning
Code Code Available PHEVA: A Privacy-preserving Human-centric Video Anomaly Detection Dataset Aug 26, 2024 Anomaly Detection Continual Learning
Code Code Available CF-KAN: Kolmogorov-Arnold Network-based Collaborative Filtering to Mitigate Catastrophic Forgetting in Recommender Systems Aug 25, 2024 Collaborative Filtering Continual Learning
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