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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55,201 to 55,260 of 61,190

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
Root cause analysis via difference graph discovery from linear time-series data
Anouk Ruer, Timothée Loranchet, Daria Bystrova +1
cs.AIarXiv:2608.21117v12026
Socialized Division and Collaboration: Rethinking Class-Incremental Learning under Optimization Conflicts
Xinjie Yao, Zhihe Fan, Yunqi Zhu +6
cs.AIarXiv:2608.21044v12026
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
Angus Dempster, François Petitjean, Geoffrey I. Webb
cs.LGstat.MLarXiv:1910.13051v12019
Meshed-Memory Transformer for Image Captioning
Marcella Cornia, Matteo Stefanini, Lorenzo Baraldi +1
cs.CVcs.CLarXiv:1912.08226v22019
Belief Without Behavior: Measuring the Translation of Theory of Mind into Coordinated Social Action in Vision-Language Models
Tonglin Yan, Gregoire Sergeant-Perthuis, David Rudrauf
cs.AIarXiv:2608.20975v12026
Deep Learning Models Also Recall Features
Pierre Beckmann
cs.AIarXiv:2608.20970v12026
Generalizing Soft Tissue Deformation and Force Prediction Across Material Stiffness and Geometry
Madina Kojanazarova, Sidaty El Hadramy, Philippe C. Cattin
cs.AIcs.CGcs.CVarXiv:2608.20967v12026
Generalization through Memorization: Nearest Neighbor Language Models
Urvashi Khandelwal, Omer Levy, Dan Jurafsky +2
cs.CLarXiv:1911.00172v22019
TreeWY: Speculative Verification for Gated DeltaNet Hybrids
Sneha Murthy Ghantasala
cs.AIcs.CLcs.DCarXiv:2608.20961v12026
Can Scientific Claims Be Removed from Large Language Models? A Systematic Evaluation of Claim-Level Unlearning
Snigdha Paul, Manasi Patwardhan, Arman Cohan
cs.AIarXiv:2608.20960v12026
TLive-Omni: An Omni-Modal Understanding Model for E-Commerce Live Streaming
Yibo Hu, Yu Qian, Mao Gu +6
cs.AIcs.CVarXiv:2608.20958v12026
Vehicle Routing Problems for Drone Delivery
Kevin Dorling, Jordan Heinrichs, Geoffrey G. Messier +1
math.OCarXiv:1608.02305v12016
The Logic of Machine Self-Preservation
Cheng Siong Chin
cs.AIcs.CYcs.MAarXiv:2608.20940v12026
Graph-Operator World Models for Morphology-Parameter Generalization in Continuous Control
Xu Yang, Yiqin Yang, Qianchuan Zhao
cs.AIcs.ROarXiv:2608.20936v12026
UpgradeBench: A Decision-Centric Benchmark for Upgrading Fine-Tuned LLM Specialists
Ye Chen, Weining Zhang
cs.AIarXiv:2608.20918v12026
Prediction certification cannot replace explanation certification: a competence envelope for trustworthy AI under compound stress
Nataliya Shakhovska, Ivan Izonin, Stergios-Aristoteles Mitoulis
cs.AIarXiv:2608.20825v12026
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
Keyu Tian, Yi Jiang, Zehuan Yuan +2
cs.CVcs.AIarXiv:2404.02905v22024
Neuro-Geospatial Modelling of EEG Affective States Using Literature-Informed Environmental Context
Utsav Poudel, Jagannath Aryal, Subramaniyaswamy Vairavasundaram
cs.AIcs.HCcs.LGarXiv:2608.20807v12026
Is Multimodal Speculative Decoding Ready for Diffusion-Based Parallel Drafting? A Survey and Empirical Diagnosis
Yantao Li, Huanlin Gao, Fang Zhao +12
cs.AIarXiv:2608.20743v12026
VortexChat: An agentic framework for autonomous multi-objective integrated photonic design
Faqian Chong, Yulun Wu, Shilong Li +3
cs.AIphysics.opticsarXiv:2608.20688v12026
Calibrating Criterion Revision in LLM Agents: Failure Modes and a Trace-Anchored Protocol
Guodong Xu
cs.AIcs.CLarXiv:2608.20729v12026
Towards Real-Time Multi-Object Tracking
Zhongdao Wang, Liang Zheng, Yixuan Liu +2
cs.CVarXiv:1909.12605v22019
Dynamic Context Scheduling: Learning Beyond the Static Universe
Martin Mráz, André Biedenkapp
cs.AIarXiv:2608.20799v12026
ForeTime-VLA: Causal Future-Token Distillation from a World Action Model for Conveyor-Belt Manipulation
Siyuan Ma, Yutian Zhang, Boshi Zhang +4
cs.AIcs.ROarXiv:2608.20735v12026
Why2Speak: Faithful Reasoning for Abstaining Action Policies
Shreya Mendi, Brinnae Bent
cs.AIcs.CLarXiv:2608.20670v12026
CamemBERT: a Tasty French Language Model
Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez +5
cs.CLarXiv:1911.03894v32019
Toward Convolutional Blind Denoising of Real Photographs
Shi Guo, Zifei Yan, Kai Zhang +2
cs.CVarXiv:1807.04686v22018
Knowing but Not Saying: Preventing Factual Access Failures in LLM SFT via Recall-Anchored Distillation
Haodong Chen, Yadong Wang, Shengtao Wen +2
cs.AIarXiv:2608.20794v12026
Natural-Language-Guided Generator-Agnostic Shortlisting for Protein Binder Design
Gyubok Lee, Kiwoong Yoo, Jimin Seo +2
cs.AIarXiv:2608.20755v12026
Activating More Pixels in Image Super-Resolution Transformer
Xiangyu Chen, Xintao Wang, Jiantao Zhou +2
eess.IVcs.CVarXiv:2205.04437v32022
NVAE: A Deep Hierarchical Variational Autoencoder
Arash Vahdat, Jan Kautz
stat.MLcs.CVcs.LGarXiv:2007.03898v32020
A fast approach for overcomplete sparse decomposition based on smoothed L0 norm
Hossein Mohimani, Massoud Babaie-Zadeh, Christian Jutten
cs.ITarXiv:0809.2508v22008
Beyond Effectiveness: A Multi-Criteria Framework for Comparing Practical Socio-Technical Interventions
Catherine King, Lynnette Hui Xian Ng, Kathleen M. Carley
cs.AIarXiv:2608.20649v12026
PointPainting: Sequential Fusion for 3D Object Detection
Sourabh Vora, Alex H. Lang, Bassam Helou +1
cs.CVcs.LGeess.IVarXiv:1911.10150v22019
Difficulty-Aware Semantic-ID Optimization for Generative Recommendation
Xin Yu, Stephen Li, Sina Aghaei +6
cs.AIarXiv:2608.20611v12026
OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs
Xianyun Sun, Chaoyou Fu, Zhengye Zhang +6
cs.CVarXiv:2608.21360v12026
Coverage-Driven Verification for Safety-by-Design in AI-Based Collision Avoidance Systems
Thomas Stefani, Johann Maximilian Christensen, Elena Hoemann +2
cs.AIarXiv:2608.20864v12026
Dual-Cache Latent Space Communication between Heterogeneous Language Models
Jiyao Liu, Qi Zhang, Yaoyi Jia +2
cs.AIcs.LGarXiv:2608.20617v12026
Structured Compressed Sensing: From Theory to Applications
Marco F. Duarte, Yonina C. Eldar
cs.ITarXiv:1106.6224v22011
Summaries:한국어
An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems
Manya V. Afonso, José M. Bioucas-Dias, Mário A. T. Figueiredo
math.OCmath.NAarXiv:0912.3481v12009

Every paper with a summary

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

Root cause analysis via difference graph discovery from linear time-series data

Socialized Division and Collaboration: Rethinking Class-Incremental Learning under Optimization Conflicts

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

Meshed-Memory Transformer for Image Captioning

Belief Without Behavior: Measuring the Translation of Theory of Mind into Coordinated Social Action in Vision-Language Models

Deep Learning Models Also Recall Features

Generalizing Soft Tissue Deformation and Force Prediction Across Material Stiffness and Geometry

Generalization through Memorization: Nearest Neighbor Language Models

TreeWY: Speculative Verification for Gated DeltaNet Hybrids

Can Scientific Claims Be Removed from Large Language Models? A Systematic Evaluation of Claim-Level Unlearning

TLive-Omni: An Omni-Modal Understanding Model for E-Commerce Live Streaming

Vehicle Routing Problems for Drone Delivery

The Logic of Machine Self-Preservation

Graph-Operator World Models for Morphology-Parameter Generalization in Continuous Control

UpgradeBench: A Decision-Centric Benchmark for Upgrading Fine-Tuned LLM Specialists

Prediction certification cannot replace explanation certification: a competence envelope for trustworthy AI under compound stress

Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction

Neuro-Geospatial Modelling of EEG Affective States Using Literature-Informed Environmental Context

Is Multimodal Speculative Decoding Ready for Diffusion-Based Parallel Drafting? A Survey and Empirical Diagnosis

VortexChat: An agentic framework for autonomous multi-objective integrated photonic design

Calibrating Criterion Revision in LLM Agents: Failure Modes and a Trace-Anchored Protocol

Towards Real-Time Multi-Object Tracking

Dynamic Context Scheduling: Learning Beyond the Static Universe

ForeTime-VLA: Causal Future-Token Distillation from a World Action Model for Conveyor-Belt Manipulation

Why2Speak: Faithful Reasoning for Abstaining Action Policies

CamemBERT: a Tasty French Language Model

Toward Convolutional Blind Denoising of Real Photographs

Knowing but Not Saying: Preventing Factual Access Failures in LLM SFT via Recall-Anchored Distillation

Natural-Language-Guided Generator-Agnostic Shortlisting for Protein Binder Design

Activating More Pixels in Image Super-Resolution Transformer

NVAE: A Deep Hierarchical Variational Autoencoder

A fast approach for overcomplete sparse decomposition based on smoothed L0 norm

Beyond Effectiveness: A Multi-Criteria Framework for Comparing Practical Socio-Technical Interventions

PointPainting: Sequential Fusion for 3D Object Detection

Difficulty-Aware Semantic-ID Optimization for Generative Recommendation

OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs

Coverage-Driven Verification for Safety-by-Design in AI-Based Collision Avoidance Systems

Dual-Cache Latent Space Communication between Heterogeneous Language Models

Structured Compressed Sensing: From Theory to Applications

An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems