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Literature Library

Failure Modes for Deep Learning-Based Online Mapping: How to Measure and Address Them

作者
Authors: Michael Hubbertz|Qi Han|Tobias Meisen 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 77 📚 47

Modeling subgrid scale production rates on complex meshes using graph neural networks

作者
Authors: Priyabrat Dash|Mathis Bode|Konduri Aditya 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 132 📚 6

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

作者
Authors: Chiyu Ma|Shuo Yang|Kexin Huang|Jinda Lu|Haoming Me... 期刊
Journal: - 年份
Year: 2026 分类
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👁 274 📚 9

GDEGAN: Gaussian Dynamic Equivariant Graph Attention Network for Ligand Binding Site Prediction

作者
Authors: Animesh|Plaban Kumar Bhowmick|Pralay Mitra 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 314 📚 16

Eye Gaze-Informed and Context-Aware Pedestrian Trajectory Prediction in Shared Spaces with Automated...

作者
Authors: Danya Li|Yan Feng|Rico Krueger 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 142 📚 7

Quantifying Gate Contribution in Quantum Feature Maps for Scalable Circuit Optimization

作者
Authors: F. Rodríguez-Díaz|D. Gutiérrez-Avilés|A. Troncoso|... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 306 📚 33

Growing Networks with Autonomous Pruning

作者
Authors: Charles De Lambilly|Stefan Duffner 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 25 📚 48

Dual Path Attribution: Efficient Attribution for SwiGLU-Transformers through Layer-Wise Target Propa...

作者
Authors: Lasse Marten Jantsch|Dong-Jae Koh|Seonghyeon Lee|Y... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 477 📚 17

FedPDPO: Federated Personalized Direct Preference Optimization for Large Language Model Alignment

作者
Authors: Kewen Zhu|Liping Yi|Zhiming Zhao|Zhuang Qi|Han Yu|... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 495 📚 1

FedRG: Unleashing the Representation Geometry for Federated Learning with Noisy Clients

作者
Authors: Tian Wen|Zhiqin Yang|Yonggang Zhang|Xuefeng Jiang|... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 97 📚 18

Learning from Similarity/Dissimilarity and Pairwise Comparison

作者
Authors: Tomoya Tate|Kosuke Sugiyama|Masato Uchida 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 376 📚 42

Minimax and Adaptive Covariance Matrix Estimation under Differential Privacy

作者
Authors: T. Tony Cai|Yicheng Li 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 17 📚 30

Regret Analysis of Sleeping Competing Bandits

作者
Authors: Shinnosuke Uba|Yutaro Yamaguchi 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 44 📚 13

Diminishing Returns in Expanding Generative Models and Godel-Tarski-Lob Limits

作者
Authors: Angshul Majumdar 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 285 📚 11

A Subgoal-driven Framework for Improving Long-Horizon LLM Agents

作者
Authors: Taiyi Wang|Sian Gooding|Florian Hartmann|Oriana Ri... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 53 📚 29

Ontology-Based Knowledge Modeling and Uncertainty-Aware Outdoor Air Quality Assessment Using Weighte...

作者
Authors: Md Inzmam|Ritesh Chandra|Sadhana Tiwari|Sonali Aga... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 421 📚 19

GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems

作者
Authors: Hongjiang Chen|Xin Zheng|Yixin Liu|Pengfei Jiao|Sh... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 482 📚 30

ATHENA: Adaptive Test-Time Steering for Improving Count Fidelity in Diffusion Models

作者
Authors: Mohammad Shahab Sepehri|Asal Mehradfar|Berk Tinaz|... 期刊
Journal: - 年份
Year: 2026 分类
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👁 113 📚 47

Scale-Dependent Radial Geometry and Metric Mismatch in Wasserstein Propagation for Reverse Diffusion

作者
Authors: Zicheng Lyu|Zengfeng Huang 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 52 📚 3

Experience is the Best Teacher: Motivating Effective Exploration in Reinforcement Learning for LLMs

作者
Authors: Wenjian Zhang|Kongcheng Zhang|Jiaxin Qi|Baisheng L... 期刊
Journal: - 年份
Year: 2026 分类
Category:

👁 195 📚 1