conftrace_

class incremental learning

101 papers

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Also known as

CIL

Co-occurring keywords

continual learning (1181) catastrophic forgetting (958) knowledge distillation (3725) representation learning (6206) few-shot learning (3398) class-incremental learning (154) exemplar-free learning (21) incremental learning (278) prototype learning (405) semantic segmentation (3186)

Papers

DiAPR: Dimensionally-Allocated Prototype Refinement for Non-Exemplar Class Incremental Learning AAAI 2026
Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation AAAI 2026
TACLE: Task and Class-Aware Exemplar-Free Semi-Supervised Class Incremental Learning WACV 2025
Revisiting Generative Replay for Class Incremental Object Detection CVPR 2025
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning CVPR 2025
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning IJCAI 2025
Dynamic Integration of Task-Specific Adapters for Class Incremental Learning CVPR 2025
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation CVPR 2025
Are Exemplar-Based Class Incremental Learning Models Victim of Black-Box Poison Attacks? WACV 2025
Task-Agnostic Guided Feature Expansion for Class-Incremental Learning CVPR 2025
Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025
Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning ICCV 2025
Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping CVPR 2025
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation CVPR 2025
Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark WACV 2025
Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning AAAI 2025
AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting ACL 2025
Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025
CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning AAAI 2025
Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds CVPR 2025
Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning CVPR 2025
ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning AAAI 2025
Specifying What You Know or Not for Multi-Label Class-Incremental Learning AAAI 2025
Evolving Parameterized Prompt Memory for Continual Learning AAAI 2024