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Literature Library

Enhancing Pretrained 模型 (Model)-based Continual Representation 学习 (Learning) via Guided Random Proje...

Enhancing Pretrained Model-based Continual Representation Learning via Guided Random Projection

作者
Authors: Ruilin Li, Heming Zou, Xiufeng Yan, Zheming Liang,... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 314 📚 3

SHAPCA: Consistent and Interpretable Explanations for Machine 学习 (Learning) 模型 (Model)s on Spectrosc...

SHAPCA: Consistent and Interpretable Explanations for Machine Learning Models on Spectroscopy Data

作者
Authors: Mingxing Zhang, Nicola Rossberg, Simone Innocente,... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 159 📚 17

Hierarchical Latent Structure 学习 (Learning) through Online 推断 (Inference)

Hierarchical Latent Structure Learning through Online Inference

作者
Authors: Ines Aitsahalia, Kiyohito Iigaya 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 395 📚 31

Adaptive Regime-Aware Stock Price 预测 (Prediction) Using Autoencoder-Gated Dual Node Transformers wit...

Adaptive Regime-Aware Stock Price Prediction Using Autoencoder-Gated Dual Node Transformers with Rei...

作者
Authors: Mohammad Al Ridhawi, Mahtab Haj Ali, Hussein Al Os... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 280 📚 43

From 推断 (Inference) Efficiency to Embodied Efficiency: Revisiting Efficiency Metrics for Vision-Lang...

From Inference Efficiency to Embodied Efficiency: Revisiting Efficiency Metrics for Vision-Language-...

作者
Authors: Zhuofan Li, Hongkun Yang, Zhenyang Chen, Yangxuan ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 514 📚 27

On Optimizing Multimodal Jailbreaks for Spoken Language 模型 (Model)s

On Optimizing Multimodal Jailbreaks for Spoken Language Models

作者
Authors: Aravind Krishnan, Karolina Stańczak, Dietrich Klak... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 313 📚 34

How Uncertainty 估计 (Estimation) Scales with Sampling in Reasoning 模型 (Model)s

How Uncertainty Estimation Scales with Sampling in Reasoning Models

作者
Authors: Maksym Del, Markus Kängsepp, Marharyta Domnich, Ar... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 471 📚 3

FedTrident: Resilient Road Condition 分类 (Classification) Against Poisoning Attacks in Federated 学习 (...

FedTrident: Resilient Road Condition Classification Against Poisoning Attacks in Federated Learning

作者
Authors: Sheng Liu, Panos Papadimitratos 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 185 📚 8

SAVeS: Steering Safety Judgments in Vision-Language 模型 (Model)s via Semantic Cues

SAVeS: Steering Safety Judgments in Vision-Language Models via Semantic Cues

作者
Authors: Carlos Hinojosa, Clemens Grange, Bernard Ghanem 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 379 📚 4

Position: Spectral GNNs Are Neither Spectral Nor Superior for Node 分类 (Classification)

Position: Spectral GNNs Are Neither Spectral Nor Superior for Node Classification

作者
Authors: Qin Jiang, Chengjia Wang, Michael Lones, Dongdong ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 560 📚 15

Communication-Efficient and Robust Multi-Modal Federated 学习 (Learning) via Latent-Space Consensus

Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus

作者
Authors: Mohamed Badi, Chaouki Ben Issaid, Mehdi Bennis 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 256 📚 13

When Differential Privacy Meets Wireless Federated 学习 (Learning): An Improved 分析 (Analysis) for Priv...

When Differential Privacy Meets Wireless Federated Learning: An Improved Analysis for Privacy and Co...

作者
Authors: Chen Yaoling, Liang Hao, Tu Xiaotong 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 487 📚 24

SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language 模型 (Model)s

SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models

作者
Authors: Quentin Guimard, Federico Bartsch, Simone Caldarel... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 489 📚 25

Towards Verifiable AI with Lightweight Cryptographic Proofs of 推断 (Inference)

Towards Verifiable AI with Lightweight Cryptographic Proofs of Inference

作者
Authors: Pranay Anchuri, Matteo Campanelli, Paul Cesaretti,... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 323 📚 45

假想 - 有条件的查询重写用于决定实用检索

Hypothesis-Conditioned Query Rewriting for Decision-Useful Retrieval

作者
Authors: Hangeol Chang, Changsun Lee, Seungjoon Rho, Junho ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 458 📚 18

AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific 数据 (D...

AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data ...

作者
Authors: An Luo, Jin Du, Xun Xian, Robert Specht, Fangqiao ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 511 📚 47

遗憾有内生成本的竞争性资源分配准则

Regret Bounds for Competitive Resource Allocation with Endogenous Costs

作者
Authors: Rui Chai 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 419 📚 21

评价方块谜题中的游戏难度

Evaluating Game Difficulty in Tetris Block Puzzle

作者
Authors: Chun-Jui Wang, Jian-Ting Guo, Hung Guei, Chung-Chi... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 157 📚 40

Foundations of Schrödinger Bridges for Generative 模型 (Model)ing

Foundations of Schrödinger Bridges for Generative Modeling

作者
Authors: Sophia Tang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 359 📚 32

CRAFT: Aligning Diffusion 模型 (Model)s with Fine-Tuning Is Easier Than You Think

CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think

作者
Authors: Zening Sun, Zhengpeng Xie, Lichen Bai, Shitong Sha... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 机器学习
Machine Learning

👁 393 📚 34