Stabilizing Unsupervised Self-Evolution of MLLMs via Continuous Softened Retracing reSampling
Fuente:
arXiv
Saved in:
| Main Authors: | Yu, Yunyao, Wu, Zhengxian, Chen, Zhuohong, Xu, Hangrui, Liao, Zirui, Deng, Xiangwen, Liu, Zhifang, Shi, Senyuan, Wang, Haoqian |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learning to Search: A Decision-Based Agent for Knowledge-Based Visual Question Answering
by: Chen, Zhuohong, et al.
Published: (2026)
by: Chen, Zhuohong, et al.
Published: (2026)
PSGait: Gait Recognition using Parsing Skeleton
by: Xu, Hangrui, et al.
Published: (2025)
by: Xu, Hangrui, et al.
Published: (2025)
R3G: A Reasoning--Retrieval--Reranking Framework for Vision-Centric Answer Generation
by: Chen, Zhuohong, et al.
Published: (2026)
by: Chen, Zhuohong, et al.
Published: (2026)
When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning
by: Wu, Zhengxian, et al.
Published: (2026)
by: Wu, Zhengxian, et al.
Published: (2026)
DAGait: Generalized Skeleton-Guided Data Alignment for Gait Recognition
by: Wu, Zhengxian, et al.
Published: (2025)
by: Wu, Zhengxian, et al.
Published: (2025)
Language-Guided and Motion-Aware Gait Representation for Generalizable Recognition
by: Wu, Zhengxian, et al.
Published: (2026)
by: Wu, Zhengxian, et al.
Published: (2026)
Retracing a tangled tree of archaeal evolution.
by: Paul, Blair G, et al.
Published: (2025)
by: Paul, Blair G, et al.
Published: (2025)
Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation
by: Huang, Zhe, et al.
Published: (2025)
by: Huang, Zhe, et al.
Published: (2025)
Anisotropic Electrostatic-Elastic Softening and Stability in Charged Colloidal Crystals
by: Wu, Hao, et al.
Published: (2026)
by: Wu, Hao, et al.
Published: (2026)
EVE: Verifiable Self-Evolution of MLLMs via Executable Visual Transformations
by: Heng, Yongrui, et al.
Published: (2026)
by: Heng, Yongrui, et al.
Published: (2026)
EcphoryRAG: Re-Imagining Knowledge-Graph RAG via Human Associative Memory
by: Liao, Zirui
Published: (2025)
by: Liao, Zirui
Published: (2025)
ContractTrace: Retracing Smart Contract Versions for Security Analyses
by: Mbodji, Fatou Ndiaye, et al.
Published: (2024)
by: Mbodji, Fatou Ndiaye, et al.
Published: (2024)
Analyzing Verrucopapillary Lesions of the Oral Cavity: Retracing the Clinicopathological Conundrum
by: Neetu Jain, et al.
Published: (2025)
by: Neetu Jain, et al.
Published: (2025)
Interpretable Unsupervised Joint Denoising and Enhancement for Real-World low-light Scenarios
by: Li, Huaqiu, et al.
Published: (2025)
by: Li, Huaqiu, et al.
Published: (2025)
CATNet: A Cross Attention and Texture‐Aware Network for Polyp Segmentation
by: Zhifang Deng, et al.
Published: (2024)
by: Zhifang Deng, et al.
Published: (2024)
Retracing the Past: LLMs Emit Training Data When They Get Lost
by: Ko, Myeongseob, et al.
Published: (2025)
by: Ko, Myeongseob, et al.
Published: (2025)
Graphene‐Induced Surface Softening and Nanostructure Evolution of Platinum Foils
by: Jad Yaacoub, et al.
Published: (2024)
by: Jad Yaacoub, et al.
Published: (2024)
Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement
by: Yu, Daiwei, et al.
Published: (2024)
by: Yu, Daiwei, et al.
Published: (2024)
Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling
by: Wu, Di, et al.
Published: (2024)
by: Wu, Di, et al.
Published: (2024)
Self‐Healing Ionogels Based on Ternary Polymer With Tunable Adhesion and Stretchability for Strain Sensing Applications
by: Senyuan Hao, et al.
Published: (2025)
by: Senyuan Hao, et al.
Published: (2025)
QCL-IDS: Quantum Continual Learning for Intrusion Detection with Fidelity-Anchored Stability and Generative Replay
by: Zhu, Zirui, et al.
Published: (2026)
by: Zhu, Zirui, et al.
Published: (2026)
Path Retraceability and the Accountability Vocabulary: What CKS Substrates Must Carry to Remain Auditable
by: LI, WENXIN
Published: (2026)
by: LI, WENXIN
Published: (2026)
Amidated Graphene Oxide–Terpolymer Complex as a High‐Performance Stabilizer for CO 2 Gel Foam Fracturing Fluids
by: Jing Zhong, et al.
Published: (2026)
by: Jing Zhong, et al.
Published: (2026)
Anchor-MoE: A Mean-Anchored Mixture of Experts For Probabilistic Regression
by: Su, Baozhuo, et al.
Published: (2025)
by: Su, Baozhuo, et al.
Published: (2025)
MVReward: Better Aligning and Evaluating Multi-View Diffusion Models with Human Preferences
by: Wang, Weitao, et al.
Published: (2024)
by: Wang, Weitao, et al.
Published: (2024)
Metropolitan Social Networks and Migration: Insights From Facebook Connections
by: Haoqian Zou
Published: (2025)
by: Haoqian Zou
Published: (2025)
Enhancing the Outcome Reward-based RL Training of MLLMs with Self-Consistency Sampling
by: Wang, Jiahao, et al.
Published: (2025)
by: Wang, Jiahao, et al.
Published: (2025)
Exploring drivers and factors of benefit impact reports quality: Retracing a stakeholder theory approach
by: Paolo Esposito, et al.
Published: (2024)
by: Paolo Esposito, et al.
Published: (2024)
Towards Scalable Web Accessibility Audit with MLLMs as Copilots
by: Gu, Ming, et al.
Published: (2025)
by: Gu, Ming, et al.
Published: (2025)
From Implicit to Explicit: Enhancing Self-Recognition in Large Language Models
by: Zhou, Yinghan, et al.
Published: (2025)
by: Zhou, Yinghan, et al.
Published: (2025)
Self-Disguise Attack: Induce the LLM to disguise itself for AIGT detection evasion
by: Zhou, Yinghan, et al.
Published: (2025)
by: Zhou, Yinghan, et al.
Published: (2025)
Softening holographic nuclear matter
by: Ecker, Christian, et al.
Published: (2025)
by: Ecker, Christian, et al.
Published: (2025)
Isostructural Softening of Vulcanized Nanocomposites
by: Baeza, Guilhem P., et al.
Published: (2024)
by: Baeza, Guilhem P., et al.
Published: (2024)
Elastic Softening in Synthetic Diamonds
by: Yanagisawa, Tatsuya, et al.
Published: (2024)
by: Yanagisawa, Tatsuya, et al.
Published: (2024)
Softened potentials and the multipolar expansion
by: Felipe C. Wachlin
Published: (2006)
by: Felipe C. Wachlin
Published: (2006)
Escaping Stability-Plasticity Dilemma in Online Continual Learning for Motion Forecasting via Synergetic Memory Rehearsal
by: Lin, Yunlong, et al.
Published: (2025)
by: Lin, Yunlong, et al.
Published: (2025)
Layered MXene Films via Self‐Assembly
by: Jiafeng Song, et al.
Published: (2024)
by: Jiafeng Song, et al.
Published: (2024)
Semi-Supervised Medical Image Segmentation via Dual Networks
by: Lu, Yunyao, et al.
Published: (2025)
by: Lu, Yunyao, et al.
Published: (2025)
LDDR: Linear-DPP-Based Dynamic-Resolution Frame Sampling for Video MLLMs
by: Chen, Jingfeng, et al.
Published: (2026)
by: Chen, Jingfeng, et al.
Published: (2026)
Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning
by: Zhao, Kai, et al.
Published: (2024)
by: Zhao, Kai, et al.
Published: (2024)
Similar Items
-
Learning to Search: A Decision-Based Agent for Knowledge-Based Visual Question Answering
by: Chen, Zhuohong, et al.
Published: (2026) -
PSGait: Gait Recognition using Parsing Skeleton
by: Xu, Hangrui, et al.
Published: (2025) -
R3G: A Reasoning--Retrieval--Reranking Framework for Vision-Centric Answer Generation
by: Chen, Zhuohong, et al.
Published: (2026) -
When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning
by: Wu, Zhengxian, et al.
Published: (2026) -
DAGait: Generalized Skeleton-Guided Data Alignment for Gait Recognition
by: Wu, Zhengxian, et al.
Published: (2025)