Cover Image

Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lai, Guannan, Li, Yujie, Wang, Xiangkun, Zhang, Junbo, Li, Tianrui, Yang, Xin
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence 68T05, 68Q25, 68U05 I.2.6; I.2.10
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-Scale Graph Learning for Anti-Sparse Downscaling
by: Fan, Yingda, et al.
Published: (2025)

ARF-RLHF: Adaptive Reward-Following for RLHF through Emotion-Driven Self-Supervision and Trace-Biased Dynamic Optimization
by: Zhang, YuXuan
Published: (2025)

FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models
by: Chen, Kewei, et al.
Published: (2025)

ATAAT: Adaptive Threat-Aware Adversarial Tuning Framework against Backdoor Attacks on Vision-Language-Action Models
by: Chen, Kewei, et al.
Published: (2026)

SoMA: A Real-to-Sim Neural Simulator for Robotic Soft-body Manipulation
by: Huang, Mu, et al.
Published: (2026)

The Current and Future Perspectives of Zinc Oxide Nanoparticles in the Treatment of Diabetes Mellitus
by: Yousaf, Iqra
Published: (2024)

Tricks and Plug-ins for Gradient Boosting in Image Classification
by: Fang, Biyi, et al.
Published: (2025)

IDOL: Instant Photorealistic 3D Human Creation from a Single Image
by: Zhuang, Yiyu, et al.
Published: (2024)

Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification Tasks
by: Ahmadian, Rouhollah, et al.
Published: (2024)

Force-Aware 3D Contact Modeling for Stable Grasp Generation
by: Chen, Zhuo, et al.
Published: (2025)

Connectivity-Aware Representations for Constrained Motion Planning via Multi-Scale Contrastive Learning
by: Jeon, Suhyun, et al.
Published: (2026)

Flex: End-to-End Text-Instructed Visual Navigation from Foundation Model Features
by: Chahine, Makram, et al.
Published: (2024)

AUTHENTICATION: Identifying Rare Failure Modes in Autonomous Vehicle Perception Systems using Adversarially Guided Diffusion Models
by: Zarei, Mohammad, et al.
Published: (2025)

GLL: A Differentiable Graph Learning Layer for Neural Networks
by: Brown, Jason, et al.
Published: (2024)

Floorplan2Guide: LLM-Guided Floorplan Parsing for BLV Indoor Navigation
by: Ayanzadeh, Aydin, et al.
Published: (2025)

Graded Transformers
by: Shaska Sr, Tony
Published: (2025)

Query-Aware Flow Diffusion for Graph-Based RAG with Retrieval Guarantees
by: Zhou, Zhuoping, et al.
Published: (2026)

OpenFusion++: An Open-vocabulary Real-time Scene Understanding System
by: Jin, Xiaofeng, et al.
Published: (2025)

Graph Transformers: A Survey
by: Shehzad, Ahsan, et al.
Published: (2024)

Near-Optimal Consistency-Robustness Trade-Offs for Learning-Augmented Online Knapsack Problems
by: Daneshvaramoli, Mohammadreza, et al.
Published: (2024)

A Comparative Survey of PyTorch vs TensorFlow for Deep Learning: Usability, Performance, and Deployment Trade-offs
by: Alawi, Zakariya Ba
Published: (2025)

Structured Basis Function Networks: Loss-Centric Multi-Hypothesis Ensembles with Controllable Diversity
by: Dominguez, Alejandro Rodriguez, et al.
Published: (2025)

QGraphLIME - Explaining Quantum Graph Neural Networks
by: Jena, Haribandhu, et al.
Published: (2025)

Evaluating Visual Mathematics in Multimodal LLMs: A Multilingual Benchmark Based on the Kangaroo Tests
by: Sáez, Arnau Igualde, et al.
Published: (2025)

Biomedical Visual Instruction Tuning with Clinician Preference Alignment
by: Cui, Hejie, et al.
Published: (2024)

Think, Act, Learn: A Framework for Autonomous Robotic Agents using Closed-Loop Large Language Models
by: Menon, Anjali R., et al.
Published: (2025)

CaLoRAify: Calorie Estimation with Visual-Text Pairing and LoRA-Driven Visual Language Models
by: Yao, Dongyu, et al.
Published: (2024)

A Hybrid Multimodal Deep Learning Framework for Intelligent Fashion Recommendation
by: Kalashi, Kamand, et al.
Published: (2025)

Visible and Hyperspectral Imaging for Quality Assessment of Milk: Property Characterisation and Identification
by: Martinelli, Massimo, et al.
Published: (2026)

FedWCM: Unleashing the Potential of Momentum-based Federated Learning in Long-Tailed Scenarios
by: Li, Tianle, et al.
Published: (2025)

Adaptive Mixture Importance Sampling for Automated Ads Auction Tuning
by: Jia, Yimeng, et al.
Published: (2024)

Contrastive Consolidation of Top-Down Modulations Achieves Sparsely Supervised Continual Learning
by: Tran, Viet Anh Khoa, et al.
Published: (2025)

Spectral Integrated Gradients for Coarse-to-Fine Feature Attribution
by: Kim, Soyeon, et al.
Published: (2026)

Manifold-Aligned Guided Integrated Gradients for Reliable Feature Attribution
by: Kim, Soyeon, et al.
Published: (2026)

Sparse Knowledge Distillation: A Mathematical Framework for Probability-Domain Temperature Scaling and Multi-Stage Compression
by: Flouro, Aaron R., et al.
Published: (2026)

From Prompting to Preference Optimization: A Comparative Study of LLM-based Automated Essay Scoring
by: Nguyen, Minh Hoang, et al.
Published: (2026)

OpCode-Based Malware Classification Using Machine Learning and Deep Learning Techniques
by: Saini, Varij, et al.
Published: (2025)

Mitigating Catastrophic Forgetting in Streaming Generative and Predictive Learning via Stateful Replay
by: Du, Wenzhang
Published: (2025)

Inducing Causal World Models in LLMs for Zero-Shot Physical Reasoning
by: Sharma, Aditya, et al.
Published: (2025)

Video-STR: Reinforcing MLLMs in Video Spatio-Temporal Reasoning with Relation Graph
by: Wang, Wentao, et al.
Published: (2025)