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575,626 papers

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models

Shilin Xu, Yanwei Li, Rui Yang, Tao Zhang, Yueyi Sun et al.

2025-05-30MathReinforcement LearningMultiple-choice
PaperCode
Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability

Chiwei Zhu, Benfeng Xu, An Yang, Junyang Lin, Quan Wang et al.

2025-05-30
PaperCode
CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer

Jinglong Gao, Xiao Ding, Lingxiao Zou, Bing Qin, Ting Liu et al.

2025-05-30
Paper
The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It

Zheng-Xin Yong, Beyza Ermis, Marzieh Fadaee, Stephen H. Bach, Julia Kreutzer et al.

2025-05-30
Paper
Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning

Jiacheng Lin, Zhenbang Wu, Jimeng Sun

2025-05-30
Paper
HardTests: Synthesizing High-Quality Test Cases for LLM Coding

Zhongmou He, Yee Man Choi, Kexun Zhang, Jiabao Ji, Junting Zhou et al.

2025-05-30Large Language ModelCode GenerationLanguage Modelling
Paper
MoDoMoDo: Multi-Domain Data Mixtures for Multimodal LLM Reinforcement Learning

Yiqing Liang, JieLin Qiu, Wenhao Ding, Zuxin Liu, James Tompkin et al.

2025-05-30
Paper
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs

Gabrielle Kaili-May Liu, Gal Yona, Avi Caciularu, Idan Szpektor, Tim G. J. Rudner et al.

2025-05-30Benchmarking
PaperCode
Reading Recognition in the Wild

Charig Yang, Samiul Alam, Shakhrul Iman Siam, Michael J. Proulx, Lambert Mathias et al.

2025-05-30
Paper
Generalization Dynamics of Linear Diffusion Models

Claudia Merger, Sebastian Goldt

2025-05-30
Paper
Knockoff-Guided Compressive Sensing: A Statistical Machine Learning Framework for Support-Assured Signal Recovery

Xiaochen Zhang, Haoyi Xiong

2025-05-30Compressive Sensing
PaperCode
K$^2$IE: Kernel Method-based Kernel Intensity Estimators for Inhomogeneous Poisson Processes

Hideaki Kim, Tomoharu Iwata, Akinori Fujino

2025-05-30
PaperCode
Impact of Bottleneck Layers and Skip Connections on the Generalization of Linear Denoising Autoencoders

Jonghyun Ham, Maximilian Fleissner, Debarghya Ghoshdastidar

2025-05-30Denoising
Paper
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters

Vittorio Torri, Machteld J. Boonstra, Marielle C. van de Veerdonk, Deborah N. Kalkman, Alicia Uijl et al.

2025-05-30
Paper
Geospatial Foundation Models to Enable Progress on Sustainable Development Goals

Pedram Ghamisi, Weikang Yu, Xiaokang Zhang, Aldino Rizaldy, Jian Wang et al.

2025-05-30Benchmarking
Paper
Optimal Density Functions for Weighted Convolution in Learning Models

Simone Cammarasana, Giuseppe Patanè

2025-05-30DenoisingImage Denoising
PaperCode
Real-time Fall Prevention system for the Next-generation of Workers

Nicholas Cartocci, Antonios E. Gkikakis, Darwin G. Caldwell, Jesús Ortiz

2025-05-30
Paper
Distributed gradient methods under heavy-tailed communication noise

Manojlo Vukovic, Dusan Jakovetic, Dragana Bajovic, Soummya Kar

2025-05-30
Paper
Diversify and Conquer: Open-set Disagreement for Robust Semi-supervised Learning with Outliers

Heejo Kong, Sung-Jin Kim, Gunho Jung, Seong-Whan Lee

2025-05-30Outlier Detection
PaperCode
Model Unlearning via Sparse Autoencoder Subspace Guided Projections

Xu Wang, Zihao Li, Benyou Wang, Yan Hu, Difan Zou et al.

2025-05-30Adversarial RobustnessModel Editingfeature selection+3
Paper
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