When Exploration Comes for Free with Mixture-Greedy: Do we need UCB in Diversity-Aware Multi-Armed Bandits?
Fuente:
arXiv
Saved in:
| Main Authors: | Nia, Bahar Dibaei, Farnia, Farzan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards an Explainable Comparison and Alignment of Feature Embeddings
by: Jalali, Mohammad, et al.
Published: (2025)
by: Jalali, Mohammad, et al.
Published: (2025)
SPARKE: Scalable Prompt-Aware Diversity and Novelty Guidance in Diffusion Models via RKE Score
by: Jalali, Mohammad, et al.
Published: (2025)
by: Jalali, Mohammad, et al.
Published: (2025)
Exposing Diversity Bias in Deep Generative Models: Statistical Origins and Correction of Diversity Error
by: Farnia, Farzan, et al.
Published: (2026)
by: Farnia, Farzan, et al.
Published: (2026)
Training-Free Distribution Adaptation for Diffusion Models via Maximum Mean Discrepancy Guidance
by: Sani, Matina Mahdizadeh, et al.
Published: (2026)
by: Sani, Matina Mahdizadeh, et al.
Published: (2026)
PromptSplit: Revealing Prompt-Level Disagreement in Generative Models
by: Lotfian, Mehdi, et al.
Published: (2026)
by: Lotfian, Mehdi, et al.
Published: (2026)
Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations
by: Oskouie, Haniyeh Ehsani, et al.
Published: (2022)
by: Oskouie, Haniyeh Ehsani, et al.
Published: (2022)
Conditional Vendi Score: An Information-Theoretic Approach to Diversity Evaluation of Prompt-based Generative Models
by: Jalali, Mohammad, et al.
Published: (2024)
by: Jalali, Mohammad, et al.
Published: (2024)
Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings
by: Ospanov, Azim, et al.
Published: (2024)
by: Ospanov, Azim, et al.
Published: (2024)
Greedy-DiM: Greedy Algorithms for Unreasonably Effective Face Morphs
by: Blasingame, Zander W., et al.
Published: (2024)
by: Blasingame, Zander W., et al.
Published: (2024)
Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms
by: Rezaei, Parham, et al.
Published: (2024)
by: Rezaei, Parham, et al.
Published: (2024)
Sparse Domain Transfer via Elastic Net Regularization
by: Zhang, Jingwei, et al.
Published: (2024)
by: Zhang, Jingwei, et al.
Published: (2024)
Gaussian Smoothing in Saliency Maps: The Stability-Fidelity Trade-Off in Neural Network Interpretability
by: Ye, Zhuorui, et al.
Published: (2024)
by: Ye, Zhuorui, et al.
Published: (2024)
RoDE: Linear Rectified Mixture of Diverse Experts for Food Large Multi-Modal Models
by: Jiao, Pengkun, et al.
Published: (2024)
by: Jiao, Pengkun, et al.
Published: (2024)
Calibrated Adversarial Sampling: Multi-Armed Bandit-Guided Generalization Against Unforeseen Attacks
by: Wang, Rui, et al.
Published: (2025)
by: Wang, Rui, et al.
Published: (2025)
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training
by: Gong, Shizhan, et al.
Published: (2024)
by: Gong, Shizhan, et al.
Published: (2024)
Medical X-Ray Image Enhancement Using Global Contrast-Limited Adaptive Histogram Equalization
by: Nia, Sohrab Namazi, et al.
Published: (2024)
by: Nia, Sohrab Namazi, et al.
Published: (2024)
SORA: Free Second-Order Attacks in Fast Adversarial Training
by: Teymourian, Mazdak, et al.
Published: (2026)
by: Teymourian, Mazdak, et al.
Published: (2026)
When Do Diffusion Models learn to Generate Multiple Objects?
by: Jeong, Yujin, et al.
Published: (2026)
by: Jeong, Yujin, et al.
Published: (2026)
Manifold-Aware Exploration for Reinforcement Learning in Video Generation
by: Zheng, Mingzhe, et al.
Published: (2026)
by: Zheng, Mingzhe, et al.
Published: (2026)
When Words Smile: Generating Diverse Emotional Facial Expressions from Text
by: Xu, Haidong, et al.
Published: (2024)
by: Xu, Haidong, et al.
Published: (2024)
DiverseGRPO: Mitigating Mode Collapse in Image Generation via Diversity-Aware GRPO
by: Liu, Henglin, et al.
Published: (2025)
by: Liu, Henglin, et al.
Published: (2025)
SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias
by: Ye, Wenqian, et al.
Published: (2025)
by: Ye, Wenqian, et al.
Published: (2025)
TAG-MoE: Task-Aware Gating for Unified Generative Mixture-of-Experts
by: Xu, Yu, et al.
Published: (2026)
by: Xu, Yu, et al.
Published: (2026)
DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval
by: Liu, Yating, et al.
Published: (2025)
by: Liu, Yating, et al.
Published: (2025)
EndoGMDE: Generalizable Monocular Depth Estimation with Mixture of Low-Rank Experts for Diverse Endoscopic Scenes
by: Shao, Liangjing, et al.
Published: (2025)
by: Shao, Liangjing, et al.
Published: (2025)
DAK-UCB: Diversity-Aware Prompt Routing for LLMs and Generative Models
by: Jafari, Donya, et al.
Published: (2026)
by: Jafari, Donya, et al.
Published: (2026)
When Few Steps Are Enough: Training-Free Acceleration of Identity-Preserved Generation
by: Zheng, Dongqi
Published: (2026)
by: Zheng, Dongqi
Published: (2026)
Modeling Depth Ambiguity: A Mixture-Density Representation for Flying-Point-Free Depth Estimation
by: Bian, Siyuan, et al.
Published: (2026)
by: Bian, Siyuan, et al.
Published: (2026)
AGI Is Coming... Right After AI Learns to Play Wordle
by: Shekkizhar, Sarath, et al.
Published: (2025)
by: Shekkizhar, Sarath, et al.
Published: (2025)
When Preferences Diverge: Aligning Diffusion Models with Minority-Aware Adaptive DPO
by: Zhang, Lingfan, et al.
Published: (2025)
by: Zhang, Lingfan, et al.
Published: (2025)
Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding
by: Kim, Sunoh, et al.
Published: (2023)
by: Kim, Sunoh, et al.
Published: (2023)
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation
by: Li, Muquan, et al.
Published: (2024)
by: Li, Muquan, et al.
Published: (2024)
UbiQVision: Quantifying Uncertainty in XAI for Image Recognition
by: Dubey, Akshat, et al.
Published: (2025)
by: Dubey, Akshat, et al.
Published: (2025)
Multi-path Exploration and Feedback Adjustment for Text-to-Image Person Retrieval
by: Kang, Bin, et al.
Published: (2024)
by: Kang, Bin, et al.
Published: (2024)
Sparse Mixture-of-Experts for Multi-Channel Imaging: Are All Channel Interactions Required?
by: Yun, Sukwon, et al.
Published: (2025)
by: Yun, Sukwon, et al.
Published: (2025)
PlayGen-MoG: Framework for Diverse Multi-Agent Play Generation via Mixture-of-Gaussians Trajectory Prediction
by: Song, Kevin
Published: (2026)
by: Song, Kevin
Published: (2026)
A Super-pixel-based Approach to the Stable Interpretation of Neural Networks
by: Gong, Shizhan, et al.
Published: (2024)
by: Gong, Shizhan, et al.
Published: (2024)
Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models
by: Gong, Shizhan, et al.
Published: (2025)
by: Gong, Shizhan, et al.
Published: (2025)
Adaptive Greedy Frame Selection for Long Video Understanding
by: Huang, Yuning, et al.
Published: (2026)
by: Huang, Yuning, et al.
Published: (2026)
When and Where do Events Switch in Multi-Event Video Generation?
by: Liao, Ruotong, et al.
Published: (2025)
by: Liao, Ruotong, et al.
Published: (2025)
Similar Items
-
Towards an Explainable Comparison and Alignment of Feature Embeddings
by: Jalali, Mohammad, et al.
Published: (2025) -
SPARKE: Scalable Prompt-Aware Diversity and Novelty Guidance in Diffusion Models via RKE Score
by: Jalali, Mohammad, et al.
Published: (2025) -
Exposing Diversity Bias in Deep Generative Models: Statistical Origins and Correction of Diversity Error
by: Farnia, Farzan, et al.
Published: (2026) -
Training-Free Distribution Adaptation for Diffusion Models via Maximum Mean Discrepancy Guidance
by: Sani, Matina Mahdizadeh, et al.
Published: (2026) -
PromptSplit: Revealing Prompt-Level Disagreement in Generative Models
by: Lotfian, Mehdi, et al.
Published: (2026)