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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109,081 to 109,140 of 119,857

How Good Can Linear Models Be for Time-Series Forecasting?
Lang Huang, Jinglue Xu, Luke Darlow
cs.LGarXiv:2606.27282v22026
Prediction Bottlenecks Don't Discover Causal Structure (But Here's What They Actually Do)
Ankit Hemant Lade, Sai Krishna Jasti, Indar Kumar +1
cs.LGcs.AIarXiv:2605.09169v22026
SeqFeed: Improving Agentic RTL Code Generation with Sequential Behavior Feedback
Yuxin Du, Juxin Niu, Tao Hu +3
cs.ARcs.CLarXiv:2608.16934v12026
SVD-Based Typicality Maps for Out-of-Distribution Detection in Vision Transformers
Aldo Sean Sartor, Leandro de Souza Rosa, Andriy Enttsel +2
cs.CVarXiv:2608.23499v12026
GPT-Red: Automated Red Teaming via Self-Play at Scale
Eric Wallace, Christopher A. Choquette-Choo, Nikhil Kandpal +15
cs.CRcs.AIcs.CLarXiv:2607.26115v12026
LLMs for Zero-Shot Threat Detection via Structured Risk Indicators
Abdullah Alghamdi, Siamak Layeghy, Marius Portmann
cs.CRcs.LGcs.NIarXiv:2608.16508v12026
ReMMD: Realistic Multilingual Multi-Image Agentic Verification for Multimodal Misinformation Detection
Chenhao Dang, Dantong Zhu, Jun Yang +2
cs.AIarXiv:2606.24112v22026
Summaries:한국어
CERTIoT-6G: Continuous Cybersecurity Certification for IoT Devices in 5G/6G Networks
Evangelos Lempesis, Fabio Palmese, Hamed Haddadi +1
cs.NIcs.CRarXiv:2608.23339v12026
INSPIRE: A Benchmark for Instruction-Aware Speech Retrieval
Chen-An Li, Hung-yi Lee
cs.SDcs.CLeess.ASarXiv:2608.16203v12026
Spinning Quadrotor: Hover Thrust Augmentation with Passive Lifting Surfaces
Aniketh Parkala, Harikumar Kandath
cs.ROarXiv:2608.23163v12026
SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation
Tianfei Ren, Zhipeng Yan, Yiming Zhao +13
cs.CVcs.AIarXiv:2605.08043v12026
Masked Visual Actions for Unified World Modeling
Hadi Alzayer, Wenlong Huang, Haonan Chen +8
cs.CVcs.ROarXiv:2607.19343v12026
LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models
Fengqi Zhu, Shaoxuan Xu, Jingyang Ou +11
cs.AIarXiv:2608.03457v12026
Relevant but Incomplete: Referential Dangling as a Paradigm-Level Failure Mode in Hard Prompt Compression
Zhengpei Hu, Kai Li, Dapeng Fu +5
cs.CLcs.LGarXiv:2608.04569v12026
FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications
Krish Agarwal, Zhuoming Chen, Yanyuan Qin +3
cs.LGarXiv:2607.18171v22026
Multi-Granularity Sentiment Integration for LLM-Based Multimodal Sentiment Analysis
Shanshan Lin, Yuesheng Wu, Chao Chen +4
cs.LGarXiv:2608.16201v12026
Summaries:한국어
Iterative Self-Learning for Expressive Text-to-Speech Synthesis
Nicholas Sanders, Gustav Eje Henter, Simon King +1
eess.AScs.CLcs.SDarXiv:2608.15910v12026
To Add Is Machine, To Delete Is Human: Measuring and Mitigating Deletion Avoidance in LLM Code Editing
Amir M. Ebrahimi, Mohammed Mehedi Hasan, Aaditya Bhatia +2
cs.SEcs.AIcs.LGarXiv:2607.28887v12026
A Study of Bluetooth Access Control Based on NFT Soft Pairing
Zhiming Liang, Bin Chen, Ruijun Wu +3
cs.CRarXiv:2608.22754v12026
From Generalist to Specialist: A Context-Fusion Framework for Endoscopic Polyp Reporting with a Frozen VLM
Ruijie Yang, Yan Zhu, Peiyao Fu +7
cs.AIcs.CVarXiv:2608.15580v12026
Large language model-assisted discovery of cohorts from scientific literature
Moritz Sturm, Lisa M. Berg, Inken Berg +6
cs.IRcs.CLarXiv:2608.15909v12026
Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion
Cédric Bonhomme, Alexandre Dulaunoy
cs.CRarXiv:2607.25572v12026
Efficient and Scalable Provenance Tracking for LLM-Generated Code Snippets
Andrea Gurioli, Davide D'Ascenzo, Federico Pennino +2
cs.SEcs.AIcs.IRarXiv:2605.28510v22026
What fidelity metrics miss: a structural check on synthetic educational data
Hitoshi Inoue, Koichi Yasutake
cs.CYarXiv:2609.27265v22026
Quantum-Inspired Hybrid Neural Networks for Neural Decoding: A Controlled Ablation Study of Learnable Quantum Sidecar Integration
Diana Legziel Levy, Menachem Finkelstein, Peter Chin +2
cs.LGquant-pharXiv:2608.22475v12026
VID-AD: A Dataset for Image-Level Logical Anomaly Detection under Vision-Induced Distraction
Hiroto Nakata, Yawen Zou, Shunsuke Sakai +5
cs.CVarXiv:2603.13964v12026
MuScriptor: An Open Model for Multi-Instrument Music Transcription
Simon Rouard, Michael Krause, Axel Roebel +2
cs.SDcs.LGarXiv:2607.08168v22026
Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models
Nischay Dhankhar, Dos Baha, Abulhair Saparov
cs.CLcs.LGarXiv:2607.19604v12026
Zero-Shot Adaptation of Medical Vision Foundation Models for High-Frequency Micro-Ultrasound Prostate Segmentation
Ayusha Abbas, Saram Abbas, Kabita Adhikari
cs.CVcs.LGarXiv:2608.14796v12026
NARRATE: A Multimodal Real-World Australian Driving Dataset for Human-Centred Explanations in Automated Driving
Ashkan Yousefi Zadeh, Zishuo Zhu, Xiaomeng Li +5
cs.CVcs.AIcs.CLarXiv:2608.14767v12026
SAGA: Structure-Attended Generative Action Embedding Model that encodes Multi-Surface User Action Sequences
Tsz Fung Pang, Po Jen Chen, Nimish Ronghe +2
cs.LGcs.IRarXiv:2608.15429v12026
Class Imbalance and Batch Effects in LLM-Based Screening for Systematic Reviews
Gilberto Sussumu Hida, Danilo Monteiro Ribeiro, Clayton Suguio Hida
cs.CLcs.AIarXiv:2608.14737v12026
R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL
Hojae Han, Yeonseok Jeong, Seung-won Hwang +2
cs.SEcs.AIcs.CLarXiv:2604.25325v12026
Large Language Model Assisted Operational Monitoring for Battery Energy Storage System Integrated Power Distribution Networks
Azmeer Akhtar, Md Fazley Rafy, Anurag K. Srivastava
cs.AIcs.CLeess.SYarXiv:2608.15396v12026
Do LLMs Know What to Ask and When? Evaluating Multi-Turn Information Seeking
Yepeng Huang, Jiawen Zhang, Michelle Dai +4
cs.AIcs.CLcs.LGarXiv:2608.14808v12026
Evaluating Multimodal LLMs across Text and Audio Modalities for Accessible Disaster Assistance
Anuridhi Gupta, Samara Mansoor, Hemant Purohit
cs.AIcs.HCarXiv:2608.14651v12026
Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats
Xinhao Deng, Yixiang Zhang, Jiaqing Wu +15
cs.CRcs.AIarXiv:2603.11619v12026
Time as Structure: Temporal Dependency Graphs for Verifiable Deadline Computation over Legal Documents
Maryia Zhyrko, Lifeng Han, Suzan Verberne
cs.CLarXiv:2608.15270v12026
RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules
Ádám Kovács, Nadia Verdha, Gábor Recski
cs.CLarXiv:2607.01293v12026
Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization
Yeongtak Oh, Dongwook Lee, Sangkwon Park +2
cs.CVarXiv:2605.09996v22026
EMASAM: a Computationally Efficient Sharpness-Aware Minimization via EMA-Guided Perturbations
Tanapat Ratchatorn, Masayuki Tanaka
cs.LGcs.CVarXiv:2608.15105v12026
PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking
Dengxian Gong, Yuanzheng Wu, Haobo Yuan +11
cs.CVarXiv:2607.00115v12026
From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality
Suzhen Zhong, Shayan Noei, Bram Adams +1
cs.SEarXiv:2607.13196v12026
Dissecting Neuro-Symbolic Quality Assurance for Synthetic Oncology Data Generation
Laxmigayathri Challa, Yuhan Zhou, Ana Cleveland +1
cs.AIarXiv:2608.22085v12026
SkillComposer: Learning Reusable Skills for Natural-Language Robot Programming
John Woods, Hasti Seifi
cs.ROcs.CLcs.LGarXiv:2608.14944v12026
Local Gains and Fixed-Assignment Set Losses in Shared Set Decoders
Ze Zhang, Yang Zhang
cs.CVcs.LGarXiv:2608.14717v12026
Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late Interaction
Yao Zhang, Zhuchenyang Liu, Yanlan He +2
cs.CVcs.IRarXiv:2603.09930v22026
See, Plan, Rewind: Progress-Aware Vision-Language-Action Models for Robust Robotic Manipulation
Tingjun Dai, Mingfei Han, Tingwen Du +6
cs.ROcs.CVarXiv:2603.09292v22026
Discovering High-Quality Chess Puzzles with Offline Reinforcement Learning
Allen Nie, Anirudhan Badrinath, Nicholas Tomlin +5
cs.AIcs.LGarXiv:2608.14851v12026
Learning Agent Execution for KV-Cache Management in Agentic Serving
Rui Zhang, Chaeeun Kim, Shaoting Feng +6
cs.AIarXiv:2608.14624v12026
Enhancing In-context Panoramic Generation via Geometric-aware Pretraining
Haoran Feng, Ruiyang Zhang, Longyi Zhang +2
cs.CVarXiv:2607.08765v22026
Demo: Real-time Generative Multicasting with On-Device Intent-aware Semantic Decomposition
Xinkai Liu, Mahdi Boloursaz Mashhadi, Yi Ma +1
cs.NIcs.LGcs.MMarXiv:2608.14600v12026
NLE: Non-autoregressive LLM-based ASR by Transcript Editing
Avihu Dekel, Samuel Thomas, Takashi Fukada +1
eess.ASarXiv:2603.08397v12026
OpenForgeRL: Train Harness-native Agents in Any Environment
Xiao Yu, Baolin Peng, Ruize Xu +7
cs.AIcs.CLarXiv:2607.21557v32026
Accent Vector: Controllable Accent Manipulation for Multilingual TTS Without Accented Data
Thanathai Lertpetchpun, Thanapat Trachu, Jihwan Lee +3
cs.CLarXiv:2603.07534v12026
NITP: Next Implicit Token Prediction for LLM Pre-training
Xiangdong Zhang, Debing Zhang, Shaofeng Zhang +3
cs.CLarXiv:2605.24956v32026
Designing Compact Neural Architectures via Neuron Gating and Mixed Activation
Abhishek Shukla, Ankur Sinha, Faiz Hamid
cs.LGcs.AIarXiv:2608.14443v12026
A Human-Centred Approach to Benchmarking LLMs for Parenting Advice
Yunke Zhao, Isobel Voysey, Alastair van Heerden +2
cs.AIarXiv:2608.14622v12026
LëtzCross: A Cross-Lingual Page-Level Benchmark for Multimodal Retrieval over Luxembourgish Documents
Omar El Bachyr, Fred Philippy, Laura Maria Bernardy +3
cs.CLarXiv:2608.21714v12026
Trajectory Dynamics in Self-Supervised Learning Latent Space for Audio Deepfake Detection
Tomás Andrade Weber
eess.AScs.LGcs.SDarXiv:2608.13817v12026

Every paper with a summary

How Good Can Linear Models Be for Time-Series Forecasting?

Prediction Bottlenecks Don't Discover Causal Structure (But Here's What They Actually Do)

SeqFeed: Improving Agentic RTL Code Generation with Sequential Behavior Feedback

SVD-Based Typicality Maps for Out-of-Distribution Detection in Vision Transformers

GPT-Red: Automated Red Teaming via Self-Play at Scale

LLMs for Zero-Shot Threat Detection via Structured Risk Indicators

ReMMD: Realistic Multilingual Multi-Image Agentic Verification for Multimodal Misinformation Detection

CERTIoT-6G: Continuous Cybersecurity Certification for IoT Devices in 5G/6G Networks

INSPIRE: A Benchmark for Instruction-Aware Speech Retrieval

Spinning Quadrotor: Hover Thrust Augmentation with Passive Lifting Surfaces

SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation

Masked Visual Actions for Unified World Modeling

LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models

Relevant but Incomplete: Referential Dangling as a Paradigm-Level Failure Mode in Hard Prompt Compression

FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications

Multi-Granularity Sentiment Integration for LLM-Based Multimodal Sentiment Analysis

Iterative Self-Learning for Expressive Text-to-Speech Synthesis

To Add Is Machine, To Delete Is Human: Measuring and Mitigating Deletion Avoidance in LLM Code Editing

A Study of Bluetooth Access Control Based on NFT Soft Pairing

From Generalist to Specialist: A Context-Fusion Framework for Endoscopic Polyp Reporting with a Frozen VLM

Large language model-assisted discovery of cohorts from scientific literature

Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion

Efficient and Scalable Provenance Tracking for LLM-Generated Code Snippets

What fidelity metrics miss: a structural check on synthetic educational data

Quantum-Inspired Hybrid Neural Networks for Neural Decoding: A Controlled Ablation Study of Learnable Quantum Sidecar Integration

VID-AD: A Dataset for Image-Level Logical Anomaly Detection under Vision-Induced Distraction

MuScriptor: An Open Model for Multi-Instrument Music Transcription

Scaling Laws for Hypernetwork-Based Knowledge Injection in Large Language Models

Zero-Shot Adaptation of Medical Vision Foundation Models for High-Frequency Micro-Ultrasound Prostate Segmentation

NARRATE: A Multimodal Real-World Australian Driving Dataset for Human-Centred Explanations in Automated Driving

SAGA: Structure-Attended Generative Action Embedding Model that encodes Multi-Surface User Action Sequences

Class Imbalance and Batch Effects in LLM-Based Screening for Systematic Reviews

R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL

Large Language Model Assisted Operational Monitoring for Battery Energy Storage System Integrated Power Distribution Networks

Do LLMs Know What to Ask and When? Evaluating Multi-Turn Information Seeking

Evaluating Multimodal LLMs across Text and Audio Modalities for Accessible Disaster Assistance

Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats

Time as Structure: Temporal Dependency Graphs for Verifiable Deadline Computation over Legal Documents

RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules

Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization

EMASAM: a Computationally Efficient Sharpness-Aware Minimization via EMA-Guided Perturbations

PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking

From Human-Centric to Agentic Code Review: The Impact of Different Generations of Generative AI Technology on Review Quality

Dissecting Neuro-Symbolic Quality Assurance for Synthetic Oncology Data Generation

SkillComposer: Learning Reusable Skills for Natural-Language Robot Programming

Local Gains and Fixed-Assignment Set Losses in Shared Set Decoders

Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late Interaction

See, Plan, Rewind: Progress-Aware Vision-Language-Action Models for Robust Robotic Manipulation

Discovering High-Quality Chess Puzzles with Offline Reinforcement Learning

Learning Agent Execution for KV-Cache Management in Agentic Serving

Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

Demo: Real-time Generative Multicasting with On-Device Intent-aware Semantic Decomposition

NLE: Non-autoregressive LLM-based ASR by Transcript Editing

OpenForgeRL: Train Harness-native Agents in Any Environment

Accent Vector: Controllable Accent Manipulation for Multilingual TTS Without Accented Data

NITP: Next Implicit Token Prediction for LLM Pre-training

Designing Compact Neural Architectures via Neuron Gating and Mixed Activation

A Human-Centred Approach to Benchmarking LLMs for Parenting Advice

LëtzCross: A Cross-Lingual Page-Level Benchmark for Multimodal Retrieval over Luxembourgish Documents

Trajectory Dynamics in Self-Supervised Learning Latent Space for Audio Deepfake Detection