Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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36,301 to 36,360 of 119,933

Inference-Time Scaling for Generalist Reward Modeling
Zijun Liu, Peiyi Wang, Runxin Xu +5
cs.CLcs.AIcs.LGarXiv:2504.02495v32025
Online Differentially Private Consistent Clustering
Edith Cohen, Vadym Doroshenko, Badih Ghazi +7
cs.DScs.CRarXiv:2608.27896v12026
Neural Galerkin Schemes with Active Learning for High-Dimensional Evolution Equations
Joan Bruna, Benjamin Peherstorfer, Eric Vanden-Eijnden
math.NAcs.LGcs.NAarXiv:2203.01360v42022
Evolution of Optimization Methods: Algorithms, Scenarios, and Evaluations
Tong Zhang, Jiangning Zhang, Zhucun Xue +9
cs.LGcs.CVarXiv:2604.12968v12026
GIFTBench: Diagnosing Generalization in Image Forgery Localization and Informing Model Design
Baoke Dou, Ziye Wang, Hao Wang +5
cs.CVarXiv:2610.01778v12026
When Safety Speaks a Language: A Mechanistic Analysis of Safety-Language Identity Entanglement in LLMs
Apoorva Upadhyaya, Sandipan Sikdar
cs.CLcs.LGarXiv:2608.29936v12026
Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence
Yuyuan Feng, Zhishang Xiang, Chaobin Yang +32
cs.IRcs.AIcs.ETarXiv:2608.21156v12026
Summaries:한국어 日本語
Size-Sensitive Padded Decompositions for Faster Deterministic Negative-Weight Shortest Paths
Khoi Duong
cs.DSarXiv:2609.05590v22026
Supervising the Path to Fine Scales: GalerkinFlow for Scientific-Field and Image Super-Resolution
Zikang Zhan
cs.CVcs.CEcs.LGarXiv:2608.16546v12026
T-ARC: Topology-Aware Randomized Clustering via Distributionally Robust Stochastic Block Models
Serena Grazia De Benedictis, Andersen Ang, Nicoletta Del Buono +2
cs.LGmath.ATmath.OCarXiv:2609.39466v12026
'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators
Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah +27
cs.SIcs.CYphysics.soc-pharXiv:1402.7035v22014
NeSAM: Neuro-Symbolic Kinodynamics with Soil Adaptation for Off-Road Mobility
Chenhui Pan, Tong Xu, Francesco Cancelliere +1
cs.ROarXiv:2608.21330v12026
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI
Ranjan Sapkota, Konstantinos I. Roumeliotis, Manoj Karkee
cs.SEcs.AIcs.CLarXiv:2505.19443v12025
Enumerating Subgraph Instances Using Map-Reduce
Foto N. Afrati, Dimitris Fotakis, Jeffrey D. Ullman
cs.DCarXiv:1208.0615v22012
WildActor: Unconstrained Identity-Preserving Video Generation
Qin Guo, Tianyu Yang, Xuanhua He +5
cs.CVarXiv:2603.00586v22026
Robust Fault Detection in Mechanical Multimodal Time Series via Self-Supervised Cross-Modal Reconstruction
Magnus Munk Jensen, Dorte Hammershøi, Rafał Wiśniewski +1
cs.LGstat.AParXiv:2609.16314v12026
When Charts Deceive Web Agents: A Paired Benchmark for Misleading Visualization-Grounded Tasks
Yisheng Li, Dongming Han, Hongkun Pan +5
cs.CLarXiv:2610.12823v12026
LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
Siyuan Wang, Gaokai Zhang, Li Lyna Zhang +4
cs.CLarXiv:2510.19363v22025
CoPE: Clipped RoPE as A Scalable Free Lunch for Long Context LLMs
Haoran Li, Sucheng Ren, Alan Yuille +1
cs.CLcs.AIcs.LGarXiv:2602.05258v12026
In-Context Neurofeedback: Can LLMs Control Their Internal Representations through Privileged Access?
Koshiro Aoki, Ryota Takatsuki, Gouki Minegishi +2
cs.AIarXiv:2609.00904v12026
TrajectoryDB: A New Database for Agent Trajectories
Yunjia Zheng, Juncheng Yang
cs.DBarXiv:2609.07782v12026
CONTRA: Discovering and Qualifying Behavior-Changing Questions for Selective Clarification in LLM Code Generation
Zheng Fang, Yongmin Li, Yichang Zhang +5
cs.SEarXiv:2610.01769v12026
Reasoning Core: A Scalable RL Environment for LLM Symbolic Reasoning
Valentin Lacombe, Valentin Quesnel, Damien Sileo
cs.AIcs.CLarXiv:2509.18083v12025
EFQ-Softmax: Exp-Free Quantization for Softmax
Haohui Han, Yuming Wan, Hongni Wang +4
cs.LGarXiv:2609.09721v12026
Hi-FLoop: Hierarchical State-Feedback Loops for Multi-Timescale World Modeling
Rx Fan, Zhan H
cs.CVcs.AIarXiv:2609.08796v12026
EGGROLL, Unrolled: Understanding and Improving Low-Rank Evolution Strategies at Scale
Ege C. Kaya, Abolfazl Hashemi
cs.LGcs.AImath.OCarXiv:2609.10980v12026
Quantum Algorithms for Fixed Qubit Architectures
E. Farhi, J. Goldstone, S. Gutmann +1
quant-pharXiv:1703.06199v12017
AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment
Jianfei Xiao, Xiang Yu, Chengbing Wang +8
cs.CLcs.AIarXiv:2603.26680v22026
ESTS at WMT26: Routing-Informed Expert Pruning for Model Compression
Liu O. Martin, Lucas Bandarkar, Nanyun Peng
cs.CLcs.AIcs.LGarXiv:2609.12310v12026
RefineRank: Joint Box Refinement and Ranking for Surgical Spatio-Temporal Grounding
Linzhe Jiang, Jiayuan Huang, Changhao Zhang +3
cs.CVcs.AIarXiv:2608.23928v12026
Aurora-X: Built for Extreme Time Series Forecasting
Xingjian Wu, Chenjuan Guo, Xiangfei Qiu +6
cs.LGarXiv:2609.31038v12026
TerrainForge: Physics-Grounded road geometry Editing for Counterfactual Autonomous Driving
Yang Chen, Yicheng Zhu, zhenning Li +2
cs.CVarXiv:2610.02825v12026
Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs
Qizhe Zhang, Mengzhen Liu, Lichen Li +5
cs.CVcs.AIarXiv:2506.10967v22025
Restoring Without Forgetting: Continual Learning Across Image Degradations
Alif Ashrafee, Bartosz Krawczyk
cs.CVcs.AIcs.LGarXiv:2608.23799v12026
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
Yonggan Fu, Lexington Whalen, Zhifan Ye +11
cs.CLcs.AIcs.LGarXiv:2512.14067v22025
Toward an~Integrated Cognitive--Ergonomic Architecture for~Human--Machine Interaction: Combining Cognitive Models with~Human Factors Ergonomics
Antoine Lenat, Olivier Cheminat, Damien Chablat +1
cs.ROarXiv:2609.03704v12026
Reproducible AI Requires Reproducible Randomness
Anthony Bertrand, Tom Schmitt, Engelbert Mephu Nguifo +1
cs.AIarXiv:2609.26461v12026
Beyond Weak Labels: Prompt-Guided Local Refinement for Weakly Supervised Water Segmentation in High-Resolution Multispectral Imagery
Muhammad Farhan Humayun, Mohammad Imangholiloo, Afifah Shah +2
cs.CVarXiv:2609.10371v12026
A Review of Theory and Practice in Scientometrics
John Mingers, Loet Leydesdorff
cs.DLarXiv:1501.05462v32015
A globally convergent algorithm for nonconvex optimization based on block coordinate update
Yangyang Xu, Wotao Yin
math.OCarXiv:1410.1386v22014
IntactWorld: Joint World Modeling with Intact Features
Boming Tan, Xiangdong Zhang, Yan Xia +4
cs.CVarXiv:2610.11174v12026
Modular Cognitive Architecture Emerges in Large Language Models
Pengrui Han, Jacob Andreas, Evelina Fedorenko +1
cs.AIcs.CLcs.LGarXiv:2608.13567v12026
Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains
Wenhui Tan, Jiaze Li, Jianzhong Ju +3
cs.CLarXiv:2505.16552v62025
An Empirical Study of Training End-to-End Vision-and-Language Transformers
Zi-Yi Dou, Yichong Xu, Zhe Gan +9
cs.CVcs.CLcs.LGarXiv:2111.02387v32021
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
Sheng Zhou, Hongjia Xu, Zhuonan Zheng +7
cs.LGcs.AIarXiv:2206.07579v12022
Efficient Algorithms for Online Subadditive Combinatorial Allocations
Calum MacRury, Rian Neogi, Kanstantsin Pashkovich +3
cs.DScs.GTarXiv:2610.09050v12026
Type-Checking for Pattern-Based Tree Transformations
C. Aiswarya, Sahil Mhaskar, M. Praveen
cs.FLcs.CLarXiv:2610.11337v12026
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
Jiahao Huo, Shuliang Liu, Bin Wang +5
cs.CRcs.CLarXiv:2509.21057v22025
Fast Video Generation with Sliding Tile Attention
Peiyuan Zhang, Yongqi Chen, Runlong Su +4
cs.CVarXiv:2502.04507v32025
RDANet: Relative Degradation Aware Network for Infrared Small Target Detection
Rui Liu, Jing Nie, Ying Fu
cs.CVarXiv:2608.20870v12026
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL
Taku Yamagata, Ahmed Khalil, Raul Santos-Rodriguez
cs.LGarXiv:2209.03993v42022
Temporal Leakage in Financial News NLP: A Multi-Architecture Audit with a Regime-Specific M&A Signal
Chenhao Xue, Raslen Guesmi, Siwei Feng +5
cs.CLcs.LGarXiv:2608.17223v12026
VoT: Vision-of-Thought for Unified Multimodal Representation Alignment
Jingxiang Sun, Chao Liao, Zhengxiong Luo +6
cs.CVcs.AIcs.CLarXiv:2609.07815v12026
Rethinking Expressivity and Efficiency in Test-Time Training
Zeyun Zhong, Joya Chen, Manuel Martin +3
cs.LGarXiv:2608.21308v12026
mHC-lite: You Don't Need 20 Sinkhorn-Knopp Iterations
Yongyi Yang, Jianyang Gao
cs.LGcs.AIarXiv:2601.05732v12026
Agentic Search Spaces for Tabular Machine Learning
Renat Sergazinov, Artem Chistyakov, Sergey Pankevich +1
cs.LGarXiv:2609.16309v12026
PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models
Mohamed Dhouib, Davide Buscaldi, Sonia Vanier +1
cs.CVarXiv:2504.08966v12025
Building Navigable Graphs Without Search in Three Composable Stages
Édgar Chávez
cs.DBcs.IRarXiv:2610.09041v12026
Beyond Stationarity in Time Series: Discovering Causal Structures and Latent Regimes via Markov Blankets
Lei Zan, Charles K. Assaad, Emilie Devijver +1
cs.LGcs.AIarXiv:2609.05150v12026
ISAC from the Sky: UAV Trajectory Design for Joint Communication and Target Localization
Xiaoye Jing, Fan Liu, Christos Masouros +1
eess.SYcs.ITarXiv:2207.02904v12022

Every paper with a summary

Inference-Time Scaling for Generalist Reward Modeling

Online Differentially Private Consistent Clustering

Neural Galerkin Schemes with Active Learning for High-Dimensional Evolution Equations

Evolution of Optimization Methods: Algorithms, Scenarios, and Evaluations

GIFTBench: Diagnosing Generalization in Image Forgery Localization and Informing Model Design

When Safety Speaks a Language: A Mechanistic Analysis of Safety-Language Identity Entanglement in LLMs

Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence

Size-Sensitive Padded Decompositions for Faster Deterministic Negative-Weight Shortest Paths

Supervising the Path to Fine Scales: GalerkinFlow for Scientific-Field and Image Super-Resolution

T-ARC: Topology-Aware Randomized Clustering via Distributionally Robust Stochastic Block Models

'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators

NeSAM: Neuro-Symbolic Kinodynamics with Soil Adaptation for Off-Road Mobility

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI

Enumerating Subgraph Instances Using Map-Reduce

WildActor: Unconstrained Identity-Preserving Video Generation

Robust Fault Detection in Mechanical Multimodal Time Series via Self-Supervised Cross-Modal Reconstruction

When Charts Deceive Web Agents: A Paired Benchmark for Misleading Visualization-Grounded Tasks

LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts

CoPE: Clipped RoPE as A Scalable Free Lunch for Long Context LLMs

In-Context Neurofeedback: Can LLMs Control Their Internal Representations through Privileged Access?

TrajectoryDB: A New Database for Agent Trajectories

CONTRA: Discovering and Qualifying Behavior-Changing Questions for Selective Clarification in LLM Code Generation

Reasoning Core: A Scalable RL Environment for LLM Symbolic Reasoning

EFQ-Softmax: Exp-Free Quantization for Softmax

Hi-FLoop: Hierarchical State-Feedback Loops for Multi-Timescale World Modeling

EGGROLL, Unrolled: Understanding and Improving Low-Rank Evolution Strategies at Scale

Quantum Algorithms for Fixed Qubit Architectures

AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment

ESTS at WMT26: Routing-Informed Expert Pruning for Model Compression

RefineRank: Joint Box Refinement and Ranking for Surgical Spatio-Temporal Grounding

Aurora-X: Built for Extreme Time Series Forecasting

TerrainForge: Physics-Grounded road geometry Editing for Counterfactual Autonomous Driving

Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs

Restoring Without Forgetting: Continual Learning Across Image Degradations

Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed

Toward an~Integrated Cognitive--Ergonomic Architecture for~Human--Machine Interaction: Combining Cognitive Models with~Human Factors Ergonomics

Reproducible AI Requires Reproducible Randomness

Beyond Weak Labels: Prompt-Guided Local Refinement for Weakly Supervised Water Segmentation in High-Resolution Multispectral Imagery

A Review of Theory and Practice in Scientometrics

A globally convergent algorithm for nonconvex optimization based on block coordinate update

IntactWorld: Joint World Modeling with Intact Features

Modular Cognitive Architecture Emerges in Large Language Models

Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains

An Empirical Study of Training End-to-End Vision-and-Language Transformers

A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions

Efficient Algorithms for Online Subadditive Combinatorial Allocations

Type-Checking for Pattern-Based Tree Transformations

PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints

Fast Video Generation with Sliding Tile Attention

RDANet: Relative Degradation Aware Network for Infrared Small Target Detection

Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL

Temporal Leakage in Financial News NLP: A Multi-Architecture Audit with a Regime-Specific M&A Signal

VoT: Vision-of-Thought for Unified Multimodal Representation Alignment

Rethinking Expressivity and Efficiency in Test-Time Training

mHC-lite: You Don't Need 20 Sinkhorn-Knopp Iterations

Agentic Search Spaces for Tabular Machine Learning

PACT: Pruning and Clustering-Based Token Reduction for Faster Visual Language Models

Building Navigable Graphs Without Search in Three Composable Stages

Beyond Stationarity in Time Series: Discovering Causal Structures and Latent Regimes via Markov Blankets

ISAC from the Sky: UAV Trajectory Design for Joint Communication and Target Localization