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.

Search paper metadata (including unsummarized papers)

24,241 to 24,300 of 61,393

There is No Theoretical Curse of Multilinguality For Embedding Space Structure
Niyati Bafna, Neha Verma, Vilém Zouhar +2
cs.CLarXiv:2608.17088v12026
Learning Generalizable Reconstruction of High-Dimensional Neural Dynamics
Anima Kujur, Zahra Monfared
cs.LGarXiv:2608.16569v12026
Detecting and Discriminating Operator Misspecification in Hybrid PDE-Parameter Learning: a Reference-Free Instrument, with Discrimination Bounded In Sample
Eric Fock
cs.LGmath.NAstat.MEarXiv:2608.16925v12026
Closing the Affective Loop: Multimodal Speaker-Listener Emotion-Dynamics-Aware Empathetic Social Robots
Zi Haur Pang, Casey Kennington, Tatsuya Kawahara
cs.HCcs.CLcs.ROarXiv:2608.16686v12026
Large language models as synthetic clinical experts to inform longitudinal rare-disease modeling
Clemens Schächter, Astrid Pechmann, Janbernd Kirschner +2
cs.AIarXiv:2608.16507v12026
Defeating Prompt Injections by Design
Edoardo Debenedetti, Ilia Shumailov, Tianqi Fan +7
cs.CRcs.AIarXiv:2503.18813v22025
Offline Reinforcement Learning for Hemodynamic Management of Sepsis in the ICU: a MIMIC-IV Study with Dual Off-Policy Evaluation
Marc Pérez-Roig, David Fernández-Narro, Carlos Sáez
cs.AIcs.LGarXiv:2608.16482v12026
Think Inside the Chunk: RegulaRAG for Regulation-Compliant Scenario Generation using LLMs: A Case Study of UN Regulation No. 152
Vahid Zolfaghari, Nenad Petrovic, AndrÉ Schamschurko +1
cs.AIcs.IRarXiv:2608.16394v12026
The Trade-off Between Covariate Dependence and Latent Structure in Representation Learning
Małgorzata Łazęcka, Ewa Szczurek
cs.LGarXiv:2608.16245v12026
Demystifying Oversmoothing in Sheaf Neural Networks: An Index-Theoretic Criterion
Junwen Dong, Yuhan Peng, Hao Li +2
cs.LGmath.DGarXiv:2608.16180v12026
AdROD: HyperNetwork-based Adversarially Robust Object Detection for Autonomous Driving
Yuting Wu, Dongfang Guo, Xiangzhong Luo +2
cs.LGcs.CVarXiv:2608.16031v12026
Bilingual-GAN: A Step Towards Parallel Text Generation
Ahmad Rashid, Alan Do-Omri, Md. Akmal Haidar +2
cs.CLcs.LGarXiv:1904.04742v22019
RetroMPA: A Molecular Property-Aware Auxiliary Framework for Enhancing Retrosynthesis Prediction
Mianzhi Liu, Fan Xiao, Zhiliang Yu +5
cs.LGcs.AIarXiv:2608.16111v12026
Temporal Logic Guided Universal Task Representations for Reinforcement Learning
Hao Zhang, Zhangli Zhou, Zhen Kan
cs.ROcs.FLcs.LGarXiv:2608.15509v12026
Crystal-structure design by agentic AI in a language of motifs
Dinh-Khiet Le, Minh-Quyet Ha, Hong-Phuc Vu-Dinh +3
cond-mat.mtrl-scics.LGarXiv:2608.15900v12026
A Responsible Artificial Intelligence Framework for Groundwater Modeling
Chong Chen, Yulu Zhang, Qingxi Guo +1
cs.AIarXiv:2608.15657v12026
Noesis: Bidirectional Graph-RAG with Adaptive Parallelism and Cross-Knowledge-Base Semantic Discovery
Nicola Cogotti
cs.IRcs.AIarXiv:2608.15919v12026
Security in Mobile Edge Caching with Reinforcement Learning
Liang Xiao, Xiaoyue Wan, Canhuang Dai +3
cs.CRarXiv:1801.05915v12018
Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities
Tongxue Zhou, Stéphane Canu, Pierre Vera +1
eess.IVcs.CVarXiv:2104.06231v22021
Using the Mimi codec for metalinguistic representations
Artem Saloev, Erin Pacquetet, Nicolas Ballier
cs.CLarXiv:2608.15799v12026
Beyond Field Accuracy: Two-Axis Diagnosis of Inverse-PINN Parameter Error
Yifan Zhang, Qian Tao
cs.LGmath.NAarXiv:2608.15373v12026
The Physical Cutoff Does Not Restore Homogenization: Phase-Dependent Burning in the Strain G-Equation
Michele Caprio
math.APcs.LGarXiv:2608.15337v12026
Learning reshapes power-law anisotropy in internal representations
Asahi Nakamuta, Jun-nosuke Teramae
cs.LGstat.MLarXiv:2608.15239v12026
Prediction Inference of Time Series with Standard ReLU Deep Neural Networks
Kejin Wu
stat.MLcs.LGstat.COarXiv:2608.15362v12026
Decentralized Federated Learning for Heterogeneous Multi-Task Semantic Communication
Lin Yin, Tiejun Lv, Weicai Li +2
cs.AIcs.LGarXiv:2608.15256v12026
Fractional Optimizers Meet Fractal Activation Functions: An Empirical Study of Multi-Scale Optimization in Neural Network
Sebastian Raubitzek, Georg Goldenits, Sebastian Schrittwieser +2
cs.LGcs.AIarXiv:2608.14636v12026
Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy
Min Du, Ruoxi Jia, Dawn Song
cs.LGcs.AIcs.CRarXiv:1911.07116v12019
Identifying parameter couplings and uncertainties of mixed-noise stochastic systems via full-covariance Gaussian mixture network
Xiaolong Wang, Xiangwen Hao, Jing Feng +2
stat.MLcs.LGphysics.comp-pharXiv:2608.15198v12026
Constraint-Aware Synthetic Tabular Data Generation via Inter-Column Constraint Discovery with LLM Agents
Jianxing Zhao, Mao Guan, Dongyu Liu
cs.AIarXiv:2608.15109v12026
CIR-Net: Cross-modality Interaction and Refinement for RGB-D Salient Object Detection
Runmin Cong, Qinwei Lin, Chen Zhang +4
cs.CVarXiv:2210.02843v12022
When do machine-learned exchange-correlation improvements inherit into density-functional tight binding?
Can Polat, Mustafa Kurban, Erchin Serpedin +1
cond-mat.mtrl-scics.LGphysics.chem-pharXiv:2608.14875v12026
Koopman early warning signals for bifurcation and rate-induced tipping
Juan Nathaniel, Carla Roesch, Derek DeSantis +5
nlin.CDcs.LGarXiv:2608.14716v12026
Deep Learning for Mortgage Risk
Justin Sirignano, Apaar Sadhwani, Kay Giesecke
q-fin.STarXiv:1607.02470v22016
Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning
Hansen Jin Lillemark, Alex Rojas, Zachary Novack +5
cs.CVcs.AIcs.LGarXiv:2608.14706v12026
What the Reranker Sees: Multi-Aspect Page Annotation for Long-Document Multimodal Question Answering
Guanchen Wu, Jiayuan Ding, Subhabrata Mukherjee +1
cs.AIarXiv:2608.14841v12026
Universal Thermodynamic Interatomic Potentials for Crystalline Materials
Juno Nam, Bowen Deng, Xiaochen Du +3
cond-mat.mtrl-scicond-mat.stat-mechcs.AIarXiv:2608.14502v12026
Euclid-Omni : A Unified Neuro-Symbolic Framework for Plane Geometry
Zhaoyu Li, Hangrui Bi, Youyuan Zhang +5
cs.AIarXiv:2608.14585v12026
PIKFNO: An Interpretable Neural Operator Based on Physics Informed Kernel Function
Yuan Guo, Hanshu Chen, Zhuojia Fu
cs.LGarXiv:2608.14619v12026
When Do LLMs Apply the Wrong Law? Diagnosing LLM Failures in Temporal Legal Reasoning
Yiqian Huang, Shuyuan Zheng, Qianying Liu +6
cs.AIarXiv:2608.14610v12026
Reconstructing propagation networks with natural diversity and identifying hidden sources
Zhesi Shen, Wen-Xu Wang, Ying Fan +2
physics.soc-phcs.SIarXiv:1407.4451v12014
Multi-Modal Generative Fuzzy System: Fuzzy Inference Guided Large Model Interactive Question Answering Framework
Hailong Yang, Jianqi Wang, Guanjin Wang +1
cs.CLcs.AIarXiv:2608.14584v12026
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation
Yongjin Zhou, Weijian Huang, Pei Dong +2
eess.IVcs.CVarXiv:1908.05104v12019
Handover of In-Context Learning State Across Session Boundaries
Masahiro Kato, Taka Kato
cs.AIecon.EMmath.STarXiv:2608.14528v12026
Online Inference in Distributional Temporal-Difference Learning
Yang Peng, Liangyu Zhang
stat.MLcs.LGarXiv:2608.14408v12026
QUASAR: Lowering the Loss Floor of Quantization-Aware Training with Loss-Aware Reconstruction
Vincent Counathe, Ben Athiwaratkun, Christopher De Sa +1
cs.LGcs.CLstat.MLarXiv:2608.13966v12026
SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning
Haonan He, Haodi Lei, Yun Luo +13
cs.CLcs.AIarXiv:2608.14277v12026
Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning
Kai Chen, Jifeng Ding, Ning Ding +44
cs.AIarXiv:2608.14290v12026
The Emergence of Economic Rationality of GPT
Yiting Chen, Tracy Xiao Liu, You Shan +1
econ.GNarXiv:2305.12763v32023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data
Xuhai Xu, Bingsheng Yao, Yuanzhe Dong +6
cs.CLarXiv:2307.14385v42023
Scaling Domain Data Repetition in LLM Pretraining
Jingwei Li, Xinran Gu, Rui Dai +5
cs.AIarXiv:2608.14071v12026
Fashion Outfit Generation via Unified Sequential Composition Models
Kaicheng Pang, Xingxing Zou, Ruohan Xu +1
cs.LGarXiv:2608.13888v12026
Capacity-Dependent Effects of Data Selection for Reasoning
Cuong Dang, Hoang Anh Just, Ruoxi Jia
cs.LGcs.AIcs.CLarXiv:2608.13721v12026
Reward Machines for Signal Temporal Logic
Alper Kamil Bozkurt, Shangtong Zhang, Yuichi Motai
cs.AIcs.LGcs.ROarXiv:2608.13625v12026
ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction
Yongqi Tong, Tan Li Hui Faith, Choy Zhen Wen Marcus +5
cs.AIcs.CLarXiv:2608.13622v12026
OmniScientist: An Omni-Modal Omni-Discipline AI Scientist
Bobo Li, Hao Fei, Tianjie Ju +2
cs.AIcs.CLarXiv:2608.13558v12026
Summaries:한국어
Robust XGBoosting for Regression
Iris Aragón Mladosich, Christophe Croux
cs.LGstat.COstat.MLarXiv:2608.13590v12026
LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure
Fanfei Li, Jana Zeller, Manuel Prada-Corral +4
cs.CLcs.AIcs.LGarXiv:2608.13545v12026
Defensive Boosting for Online Probabilistic Forecasting
Georgy Noarov, Aaron Roth
cs.LGcs.CCcs.DSarXiv:2608.13554v12026
Summaries:한국어
Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material
Team Hunyuan3D, Shuhui Yang, Mingxin Yang +50
cs.CVcs.AIarXiv:2506.15442v12025
Alaya-EVOKE: From Linear-Scaling Supervision to Endless World
Yuanyang Yin, Gongxuan Wang, Yifan Zhan +3
cs.CVarXiv:2608.13546v12026

Every paper with a summary

There is No Theoretical Curse of Multilinguality For Embedding Space Structure

Learning Generalizable Reconstruction of High-Dimensional Neural Dynamics

Detecting and Discriminating Operator Misspecification in Hybrid PDE-Parameter Learning: a Reference-Free Instrument, with Discrimination Bounded In Sample

Closing the Affective Loop: Multimodal Speaker-Listener Emotion-Dynamics-Aware Empathetic Social Robots

Large language models as synthetic clinical experts to inform longitudinal rare-disease modeling

Defeating Prompt Injections by Design

Offline Reinforcement Learning for Hemodynamic Management of Sepsis in the ICU: a MIMIC-IV Study with Dual Off-Policy Evaluation

Think Inside the Chunk: RegulaRAG for Regulation-Compliant Scenario Generation using LLMs: A Case Study of UN Regulation No. 152

The Trade-off Between Covariate Dependence and Latent Structure in Representation Learning

Demystifying Oversmoothing in Sheaf Neural Networks: An Index-Theoretic Criterion

AdROD: HyperNetwork-based Adversarially Robust Object Detection for Autonomous Driving

Bilingual-GAN: A Step Towards Parallel Text Generation

RetroMPA: A Molecular Property-Aware Auxiliary Framework for Enhancing Retrosynthesis Prediction

Temporal Logic Guided Universal Task Representations for Reinforcement Learning

Crystal-structure design by agentic AI in a language of motifs

A Responsible Artificial Intelligence Framework for Groundwater Modeling

Noesis: Bidirectional Graph-RAG with Adaptive Parallelism and Cross-Knowledge-Base Semantic Discovery

Security in Mobile Edge Caching with Reinforcement Learning

Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities

Using the Mimi codec for metalinguistic representations

Beyond Field Accuracy: Two-Axis Diagnosis of Inverse-PINN Parameter Error

The Physical Cutoff Does Not Restore Homogenization: Phase-Dependent Burning in the Strain G-Equation

Learning reshapes power-law anisotropy in internal representations

Prediction Inference of Time Series with Standard ReLU Deep Neural Networks

Decentralized Federated Learning for Heterogeneous Multi-Task Semantic Communication

Fractional Optimizers Meet Fractal Activation Functions: An Empirical Study of Multi-Scale Optimization in Neural Network

Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy

Identifying parameter couplings and uncertainties of mixed-noise stochastic systems via full-covariance Gaussian mixture network

Constraint-Aware Synthetic Tabular Data Generation via Inter-Column Constraint Discovery with LLM Agents

CIR-Net: Cross-modality Interaction and Refinement for RGB-D Salient Object Detection

When do machine-learned exchange-correlation improvements inherit into density-functional tight binding?

Koopman early warning signals for bifurcation and rate-induced tipping

Deep Learning for Mortgage Risk

Equilibrium Forcing: Adaptive Video Generation Without Noise Conditioning

What the Reranker Sees: Multi-Aspect Page Annotation for Long-Document Multimodal Question Answering

Universal Thermodynamic Interatomic Potentials for Crystalline Materials

Euclid-Omni : A Unified Neuro-Symbolic Framework for Plane Geometry

PIKFNO: An Interpretable Neural Operator Based on Physics Informed Kernel Function

When Do LLMs Apply the Wrong Law? Diagnosing LLM Failures in Temporal Legal Reasoning

Reconstructing propagation networks with natural diversity and identifying hidden sources

Multi-Modal Generative Fuzzy System: Fuzzy Inference Guided Large Model Interactive Question Answering Framework

D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation

Handover of In-Context Learning State Across Session Boundaries

Online Inference in Distributional Temporal-Difference Learning

QUASAR: Lowering the Loss Floor of Quantization-Aware Training with Loss-Aware Reconstruction

SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning

Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning

The Emergence of Economic Rationality of GPT

Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data

Scaling Domain Data Repetition in LLM Pretraining

Fashion Outfit Generation via Unified Sequential Composition Models

Capacity-Dependent Effects of Data Selection for Reasoning

Reward Machines for Signal Temporal Logic

ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction

OmniScientist: An Omni-Modal Omni-Discipline AI Scientist

Robust XGBoosting for Regression

LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure

Defensive Boosting for Online Probabilistic Forecasting

Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material

Alaya-EVOKE: From Linear-Scaling Supervision to Endless World