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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55,321 to 55,380 of 61,351

Making Deployments Safe at Meta: Health Checks for Continuous Change-Safety
Prakash KL, Anton Korenkov, Uttam Thakore +1
cs.SEcs.AIarXiv:2608.20513v12026
Towards Traffic Modelling of Multi-Agent Systems: The Role of Coordination Topology
Davide Lamagna, Albert Cabellos, Alberto Rodriguez-Natal +2
cs.NIcs.AIcs.MAarXiv:2608.20494v12026
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation
Jifeng Dai, Kaiming He, Jian Sun
cs.CVarXiv:1503.01640v22015
Decision Tree and K-Means Analysis of Raman Spectra for Edible Oils: A Physics-Informed AI Approach
Amrita Shaw, Chandrasekar S. N., Sai Muthukumar V. +2
cs.LGcs.AIarXiv:2608.20440v12026
Peer-Voted LLM-Agent Stress Tests Find Feed-Induced Lexical Convergence but No Reliable Matched-Exposure Advantage for Distributed Sources
Rana Muhammad Usman, Dominic Williamson
physics.soc-phcs.AIcs.MAarXiv:2608.20438v12026
Training Deep Neural Networks on Noisy Labels with Bootstrapping
Scott Reed, Honglak Lee, Dragomir Anguelov +3
cs.CVcs.LGcs.NEarXiv:1412.6596v32014
ProofJudge: Tool-Grounded LLM Evaluation of Formal Proof Quality in Mathlib
Shane Caldwell
cs.LOcs.AIcs.CLarXiv:2608.20432v12026
The Pushshift Reddit Dataset
Jason Baumgartner, Savvas Zannettou, Brian Keegan +2
cs.SIcs.CYarXiv:2001.08435v12020
Approximate Homomorphisms and Convergent Representations in Transducers
Santiago Cifuentes
cs.LGcs.AIarXiv:2608.20428v12026
Simplified State Space Layers for Sequence Modeling
Jimmy T. H. Smith, Andrew Warrington, Scott W. Linderman
cs.LGarXiv:2208.04933v32022
What's the Point: Semantic Segmentation with Point Supervision
Amy Bearman, Olga Russakovsky, Vittorio Ferrari +1
cs.CVarXiv:1506.02106v52015
LingShu: A Large-Scale Symptom-Centric Contextualized Knowledge Graph Bridging Traditional Chinese Medicine and Modern Biomedicine
Rui Hua, Zixin Shu, Kai Chang +18
cs.CLcs.AIarXiv:2608.20402v12026
Knowledge-Graph-Gated Defactualization for Style-Controllable and Fact-Preserving Generation in Agentic Conversational AI
Tanmay Kumar Shrivastava, Darsh Rohit Nandu, Rajesh Kumar Mundotiya
cs.CLcs.AIarXiv:2608.20393v12026
Evaluation-as-Search: Adaptive Discovery of Grounding Failures in Meeting Assistants
Sami Khairy, Yasaman Hosseinkashi, Vishak Gopal +1
cs.CLcs.AIarXiv:2608.20392v12026
3D Bounding Box Estimation Using Deep Learning and Geometry
Arsalan Mousavian, Dragomir Anguelov, John Flynn +1
cs.CVarXiv:1612.00496v22016
Infrared Hotspot-Guided Early Warning of Lithium-Ion Battery Thermal Runaway Under Mechanical Abuse
Syed Sajid Ullah, Salman Khan, Muhammad Zunair Zamir
eess.SYcs.AIarXiv:2608.20383v12026
EditPPT: Faithful Long-Deck Slide Editing via Structured Tool-Using Multi-Agent with Dual-Modal Validators
Jiheon Kim, Kyudan Jung, Jaegul Choo
cs.CLcs.AIcs.HCarXiv:2608.20381v12026
Ansari: A Retrieval-Grounded Islamic AI Assistant -- Architecture, Deployment, and Lessons from 140,000 Conversations
M Waleed Kadous, Amr Elsayed, Abdullah Al Nahas +1
cs.CLcs.AIcs.CYarXiv:2608.20390v12026
ASTAR: Automated induction of STAndardized radiology Reporting templates from large-scale clinical free-text corpora
Xinfeng Zhang, Mingxuan Liu, Yifei Chen +9
cs.CLcs.AIarXiv:2608.20369v12026
VA-DPO: Valence-Arousal Direct Preference Optimization for Controllable Emotion Generation in Language Models
Hyunwoo Kim
cs.CLcs.AIcs.LGarXiv:2608.20374v12026
EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking
Enjun Du, Siyi Liu, Zirong Chen +8
cs.CVcs.LGarXiv:2608.20886v12026
Edge-Based Agentic Retrieval-Augmented Generation for Autonomous FHWA Bridge Inspection Compliance
Viraj Nishesh Darji, Hemaliben Rakeshkumar Darji
cs.IRcs.AIcs.MAarXiv:2608.20372v12026
Let's Scale Step by Step: Compute-Efficient Hyperparameter Transfer for Large-Scale Mixture-of-Experts
Nayeon Kim, Hojin Lee, Yunju Bak +2
cs.LGcs.AIcs.CLarXiv:2608.20061v12026
From Attention Masks to Inert Zero-Vector Tokens: OAttention and O-Closure for Token Dynamics
Heyang Gong
cs.AIarXiv:2608.21174v12026
Adaptive activation functions accelerate convergence in deep and physics-informed neural networks
Ameya D. Jagtap, George Em Karniadakis
physics.comp-pharXiv:1906.01170v12019
Are GANs Created Equal? A Large-Scale Study
Mario Lucic, Karol Kurach, Marcin Michalski +2
stat.MLcs.LGarXiv:1711.10337v42017
ReCurveflow: A Flow Matching Framework that Learns Curved Reaction Trajectories to Predict Transition State Geometries
Seungheun Baek, Mogan Gim, Jaewoo Kang
cs.AIcs.LGarXiv:2608.20869v12026
Can Legal AI Know When It Is Wrong? And Do Students Know When It Is?
Angel Mary John, Vipin Kumar Singh, Jerrin Thomas Panachakel
cs.AIarXiv:2608.21089v12026
Evaluating Large Language Model Performance on International Maritime Dangerous Goods Code Compliance
Alexander Thomas, Hubert P. H. Shum, Darren Nellis +4
cs.AIarXiv:2608.21036v12026
Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision
Michael Niemeyer, Lars Mescheder, Michael Oechsle +1
cs.CVcs.LGeess.IVarXiv:1912.07372v22019
Summaries:한국어
Clarify-Then-Search: A Clarification Benchmark for Deep Search with End-to-End Nugget Restoration
Deqiang Huang, Jingbo Zhou, Xinjiang Lu +3
cs.IRcs.AIarXiv:2608.20357v12026
BARTScore: Evaluating Generated Text as Text Generation
Weizhe Yuan, Graham Neubig, Pengfei Liu
cs.CLarXiv:2106.11520v22021
NeuroStrata: An Electroencephalographic Connectivity-Aware Deep Representation Learning Framework for Dynamic Brain Network Analysis of Mental Stress
Sayantan Acharya, Hamzeh Asgharnezhad, Abbas Khosravi +3
q-bio.NCcs.AIcs.LGarXiv:2608.20354v12026
ExpertIVS: Sociological Expert Driven Individual Value Simulation in Large Language Models
Zhen Wang, Yuqi Ren, Yuehan Cui +7
cs.CLcs.AIarXiv:2608.20355v12026
The Divergence Hypothesis: Unmasking Lexical Interference and Label Bias in Mental Health NLP
Moustafa Yehia Hassan
cs.CLcs.AIarXiv:2608.20353v12026
Beyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality
Qipeng Xie, Zi Liang, Jiafei Wu +6
cs.CLcs.AIarXiv:2608.20349v12026
Inhibitory Attention for Clinical Long-Context Reasoning: Characterizing and Mitigating Lost-in-the-Middle Effects in EHR Processing
Sanjay Basu
cs.CLcs.AIarXiv:2608.20348v12026
When Vocabulary Comprehension Fails Clinical Reasoning: Evaluating Therapy Bots' Safety Risks for Generation Alpha
Manisha Mehta, Virendra Mehta
cs.CLcs.AIcs.CYarXiv:2608.20345v12026
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks
Weiping Song, Chence Shi, Zhiping Xiao +4
cs.IRcs.AIcs.LGarXiv:1810.11921v22018
Who Do Language Models Think Is Competent? A Mechanistic Analysis of Occupational Bias
Keren Fuentes, Aaron Mueller
cs.CLcs.AIcs.CYarXiv:2608.20347v12026
VIALS: A Benchmark for Visual Interpretation of Artifacts in the Life Sciences
Elaine Lau, Thanuka Udumulla, Lee Izhaki-Tavor +3
cs.AIarXiv:2608.21357v12026
Anatomy-Informed Neural Networks: Encoding Anatomic Priors in Loss and Architecture, with an SE(3) Formulation of Guidewire-Induced Aortoiliac Deformation
David P. Stonko
cs.AIcs.CVcs.ROarXiv:2608.21332v12026
Resnet in Resnet: Generalizing Residual Architectures
Sasha Targ, Diogo Almeida, Kevin Lyman
cs.LGcs.CVcs.NEarXiv:1603.08029v12016
Unified Branch-and-Bound Search for the Steiner Traveling Salesman Problem on Graphs of Convex Sets
Jingtao Tang, Hang Ma
cs.AIcs.ROarXiv:2608.21319v12026
From Regulation to Implementation: A Critical Evaluation of LLM-Assisted Regulatory Compliance in Industry
Adriana Watson, Marco Bücheler, Grant Richards
cs.AIarXiv:2608.21317v12026
AUSO: Action-Level Unified Skill Optimization from Internalization to Utilization
Huizu Lin, Chengkai Huang, Tianqi Gao +5
cs.AIarXiv:2608.21292v12026
Unsupervised Learning for Physical Interaction through Video Prediction
Chelsea Finn, Ian Goodfellow, Sergey Levine
cs.LGcs.AIcs.CVarXiv:1605.07157v42016
Fine-Grain GPU Parallelization of the Generalized Partition Crossover for Large-Scale Traveling Salesman Problems
Swetha Varadarajan, Darrell Whitley
cs.AIcs.NEarXiv:2608.21233v12026
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
Yizhong Wang, Swaroop Mishra, Pegah Alipoormolabashi +37
cs.CLcs.AIarXiv:2204.07705v32022
Ontology-supported AI Model and Dataset Management
Jan Novacek, Ali Ahari, Tobias Müller +3
cs.AIarXiv:2608.21224v12026
Personalized Privacy Control in LLMs via Attention Head Intervention
Junseok Kim, Nakyeong Yang, Kyomin Jung
cs.AIcs.CLcs.LGarXiv:2608.21209v12026
Enhancing LLMs in Predictive Political QA with Semi-Structured Data
Yinan Liu, Zihan Zhou, Zichun Jin +3
cs.AIcs.CLcs.IRarXiv:2608.21218v12026
SENTRY: Deterministic, Intelligent Risk Assessment for IT Change Management
Daniel Arulpragasam, Christer Henrysson, Ella Ly +2
cs.AIarXiv:2608.21203v12026
TrackFormer: Multi-Object Tracking with Transformers
Tim Meinhardt, Alexander Kirillov, Laura Leal-Taixe +1
cs.CVarXiv:2101.02702v32021
Large Language Models at the Intersection of Software Engineering and Software Security:An Evidence-Centered Structured Survey and Research Agenda
Wei Lin, Tao Zhou, Zhaofei Xie +1
cs.AIcs.SEarXiv:2608.21107v12026
Multi-scale Orderless Pooling of Deep Convolutional Activation Features
Yunchao Gong, Liwei Wang, Ruiqi Guo +1
cs.CVarXiv:1403.1840v32014
ReFrame: Evidence-Guided Test-Time Safety Alignment in Multimodal Large Language Models
Wenzheng Jiang, Xuankun Rong, Yuanzhao Zhai +2
cs.AIarXiv:2608.21100v12026
When Trust Meets Truth: Trust-Truth Separability in LLM-as-Judge
Xin Sun, Di Wu, Yuchen Guo +4
cs.AIarXiv:2608.21097v12026
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning
Eric Arazo, Diego Ortego, Paul Albert +2
cs.CVarXiv:1908.02983v52019
The Cost of a Physics Prior Is Bounded by the Ablation Gap
Boris Kriuk
cs.AIarXiv:2608.21059v12026

Every paper with a summary

Making Deployments Safe at Meta: Health Checks for Continuous Change-Safety

Towards Traffic Modelling of Multi-Agent Systems: The Role of Coordination Topology

BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation

Decision Tree and K-Means Analysis of Raman Spectra for Edible Oils: A Physics-Informed AI Approach

Peer-Voted LLM-Agent Stress Tests Find Feed-Induced Lexical Convergence but No Reliable Matched-Exposure Advantage for Distributed Sources

Training Deep Neural Networks on Noisy Labels with Bootstrapping

ProofJudge: Tool-Grounded LLM Evaluation of Formal Proof Quality in Mathlib

The Pushshift Reddit Dataset

Approximate Homomorphisms and Convergent Representations in Transducers

Simplified State Space Layers for Sequence Modeling

What's the Point: Semantic Segmentation with Point Supervision

LingShu: A Large-Scale Symptom-Centric Contextualized Knowledge Graph Bridging Traditional Chinese Medicine and Modern Biomedicine

Knowledge-Graph-Gated Defactualization for Style-Controllable and Fact-Preserving Generation in Agentic Conversational AI

Evaluation-as-Search: Adaptive Discovery of Grounding Failures in Meeting Assistants

3D Bounding Box Estimation Using Deep Learning and Geometry

Infrared Hotspot-Guided Early Warning of Lithium-Ion Battery Thermal Runaway Under Mechanical Abuse

EditPPT: Faithful Long-Deck Slide Editing via Structured Tool-Using Multi-Agent with Dual-Modal Validators

Ansari: A Retrieval-Grounded Islamic AI Assistant -- Architecture, Deployment, and Lessons from 140,000 Conversations

ASTAR: Automated induction of STAndardized radiology Reporting templates from large-scale clinical free-text corpora

VA-DPO: Valence-Arousal Direct Preference Optimization for Controllable Emotion Generation in Language Models

EviRank: Structured Relevance Evidence for Multimodal Image Re-ranking

Edge-Based Agentic Retrieval-Augmented Generation for Autonomous FHWA Bridge Inspection Compliance

Let's Scale Step by Step: Compute-Efficient Hyperparameter Transfer for Large-Scale Mixture-of-Experts

From Attention Masks to Inert Zero-Vector Tokens: OAttention and O-Closure for Token Dynamics

Adaptive activation functions accelerate convergence in deep and physics-informed neural networks

Are GANs Created Equal? A Large-Scale Study

ReCurveflow: A Flow Matching Framework that Learns Curved Reaction Trajectories to Predict Transition State Geometries

Can Legal AI Know When It Is Wrong? And Do Students Know When It Is?

Evaluating Large Language Model Performance on International Maritime Dangerous Goods Code Compliance

Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision

Clarify-Then-Search: A Clarification Benchmark for Deep Search with End-to-End Nugget Restoration

BARTScore: Evaluating Generated Text as Text Generation

NeuroStrata: An Electroencephalographic Connectivity-Aware Deep Representation Learning Framework for Dynamic Brain Network Analysis of Mental Stress

ExpertIVS: Sociological Expert Driven Individual Value Simulation in Large Language Models

The Divergence Hypothesis: Unmasking Lexical Interference and Label Bias in Mental Health NLP

Beyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality

Inhibitory Attention for Clinical Long-Context Reasoning: Characterizing and Mitigating Lost-in-the-Middle Effects in EHR Processing

When Vocabulary Comprehension Fails Clinical Reasoning: Evaluating Therapy Bots' Safety Risks for Generation Alpha

AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks

Who Do Language Models Think Is Competent? A Mechanistic Analysis of Occupational Bias

VIALS: A Benchmark for Visual Interpretation of Artifacts in the Life Sciences

Anatomy-Informed Neural Networks: Encoding Anatomic Priors in Loss and Architecture, with an SE(3) Formulation of Guidewire-Induced Aortoiliac Deformation

Resnet in Resnet: Generalizing Residual Architectures

Unified Branch-and-Bound Search for the Steiner Traveling Salesman Problem on Graphs of Convex Sets

From Regulation to Implementation: A Critical Evaluation of LLM-Assisted Regulatory Compliance in Industry

AUSO: Action-Level Unified Skill Optimization from Internalization to Utilization

Unsupervised Learning for Physical Interaction through Video Prediction

Fine-Grain GPU Parallelization of the Generalized Partition Crossover for Large-Scale Traveling Salesman Problems

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Ontology-supported AI Model and Dataset Management

Personalized Privacy Control in LLMs via Attention Head Intervention

Enhancing LLMs in Predictive Political QA with Semi-Structured Data

SENTRY: Deterministic, Intelligent Risk Assessment for IT Change Management

TrackFormer: Multi-Object Tracking with Transformers

Large Language Models at the Intersection of Software Engineering and Software Security:An Evidence-Centered Structured Survey and Research Agenda

Multi-scale Orderless Pooling of Deep Convolutional Activation Features

ReFrame: Evidence-Guided Test-Time Safety Alignment in Multimodal Large Language Models

When Trust Meets Truth: Trust-Truth Separability in LLM-as-Judge

Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning

The Cost of a Physics Prior Is Bounded by the Ablation Gap