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575,626 papers

RewardBench 2: Advancing Reward Model Evaluation

Saumya Malik, Valentina Pyatkin, Sander Land, Jacob Morrison, Noah A. Smith et al.

2025-06-02Instruction Following
PaperCode
ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists

Jie Ruan, Inderjeet Nair, Shuyang Cao, Amy Liu, Sheza Munir et al.

2025-06-02Question AnsweringBenchmarkingForm
Paper
Unlocking Aha Moments via Reinforcement Learning: Advancing Collaborative Visual Comprehension and Generation

Kaihang Pan, Yang Wu, Wendong Bu, Kai Shen, Juncheng Li et al.

2025-06-02Text-to-Image GenerationText to Image GenerationImage Generation
Paper
ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding

Junliang Ye, Zhengyi Wang, Ruowen Zhao, Shenghao Xie, Jun Zhu et al.

2025-06-023D GenerationLarge Language Model
PaperCode
Learning Abstract World Models with a Group-Structured Latent Space

Thomas Delliaux, Nguyen-Khanh Vu, Vincent François-Lavet, Elise van der Pol, Emmanuel Rachelson et al.

2025-06-02
Paper
LongDWM: Cross-Granularity Distillation for Building a Long-Term Driving World Model

Xiaodong Wang, Zhirong Wu, Peixi Peng

2025-06-02Video Generation
Paper
Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis

Jisoo Mok, Ik-hwan Kim, Sangkwon Park, Sungroh Yoon

2025-06-02
PaperCode
Ultra-High-Resolution Image Synthesis: Data, Method and Evaluation

Jinjin Zhang, Qiuyu Huang, Junjie Liu, Xiefan Guo, Di Huang et al.

2025-06-02Descriptive4kImage Generation
PaperCode
OmniV2V: Versatile Video Generation and Editing via Dynamic Content Manipulation

Sen Liang, Zhentao Yu, Zhengguang Zhou, Teng Hu, Hongmei Wang et al.

2025-06-02Data AugmentationVideo Generation
PaperCode
Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency

Hongyu Li, Songhao Han, Yue Liao, Junfeng Luo, Jialin Gao et al.

2025-06-02Reinforcement LearningVideo GroundingVideo Understanding+1
PaperCode
Self-Challenging Language Model Agents

Yifei Zhou, Sergey Levine, Jason Weston, Xian Li, Sainbayar Sukhbaatar et al.

2025-06-02Language Modelling
Paper
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Zijian Wu, Jinjie Ni, Xiangyan Liu, Zichen Liu, Hang Yan et al.

2025-06-02MathVisual Reasoning
Paper
KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning

Hongling Xu, Qi Zhu, Heyuan Deng, Jinpeng Li, Lu Hou et al.

2025-06-02Reinforcement LearningLarge Language ModelKnowledge Distillation
Paper
The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning

Xinyu Zhu, Mengzhou Xia, Zhepei Wei, Wei-Lin Chen, Danqi Chen et al.

2025-06-02Mathematical ReasoningMath
PaperCode
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Shenzhi Wang, Le Yu, Chang Gao, Chujie Zheng, Shixuan Liu et al.

2025-06-02
Paper
Estimating properties of a homogeneous bounded soil using machine learning models

Konstantinos Kalimeris, Leonidas Mindrinos, Nikolaos Pallikarakis

2025-06-02
Paper
Propaganda and Information Dissemination in the Russo-Ukrainian War: Natural Language Processing of Russian and Western Twitter Narratives

Zaur Gouliev

2025-06-02Humanitarian
Paper
Psi-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models

Taehoon Yoon, Yunhong Min, Kyeongmin Yeo, Minhyuk Sung

2025-06-02DenoisingLayout-to-Image GenerationImage Generation
Paper
Balancing Beyond Discrete Categories: Continuous Demographic Labels for Fair Face Recognition

Pedro C. Neto, Naser Damer, Jaime S. Cardoso, Ana F. Sequeira

2025-06-02Face Recognition
Paper
Overcoming Data Scarcity in Scanning Tunnelling Microscopy Image Segmentation

Nikola L. Kolev, Max Trouton, Filippo Federici Canova, Geoff Thornton, David Z. Gao et al.

2025-06-02Few-Shot LearningSemantic SegmentationImage Segmentation
Paper
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