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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83,341 to 83,400 of 104,028

What AI Benchmarks Actually Measure: Adapting Convergent and Discriminant Validity to Interrogate Fifty-Six AI Benchmarks
Meera Desai, Sang T. Truong, Hanna Wallach +8
cs.CYarXiv:2609.08812v12026
Match the Distribution, Not the Compute: Post-Training Multi-Token Prediction Heads
Prachi Badarayani, Aidan Jay, Chenghui Zhou +8
cs.LGcs.AIarXiv:2610.00888v12026
Petals: Collaborative Inference and Fine-tuning of Large Models
Alexander Borzunov, Dmitry Baranchuk, Tim Dettmers +5
cs.LGcs.DCarXiv:2209.01188v22022
Attribution Patching Outperforms Automated Circuit Discovery
Aaquib Syed, Can Rager, Arthur Conmy
cs.LGcs.AIcs.CLarXiv:2310.10348v22023
Memory effects in complex materials and nanoscale systems
Yuriy V. Pershin, Massimiliano Di Ventra
cond-mat.mes-hallarXiv:1011.3053v12010
Vision Language Models are Biased
An Vo, Khai-Nguyen Nguyen, Mohammad Reza Taesiri +3
cs.LGcs.CVarXiv:2505.23941v42025
Trojan Activation Attack: Red-Teaming Large Language Models using Activation Steering for Safety-Alignment
Haoran Wang, Kai Shu
cs.CRcs.AIcs.CLarXiv:2311.09433v32023
On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems
Alessio Gravina, Moshe Eliasof, Claudio Gallicchio +2
cs.LGarXiv:2405.01009v22024
Compressed Sensing and Redundant Dictionaries
Holger Rauhut, Karin Schnass, Pierre Vandergheynst
math.PRcs.ITarXiv:math/0701131v22007
Experts Disagree on How to Fight AI Disinformation, but Agree That Health and Politics Need Different Solutions
Alexander Loth, Martin Kappes, Marc-Oliver Pahl
cs.CYcs.HCarXiv:2608.28621v12026
ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages
Tanmoy Kanti Halder, Akash Ghosh, Subhadip Baidya +2
cs.CLcs.AIarXiv:2606.13572v22026
MintAct: A Unified Visual Agent for Digital Environments
Mingfei Gao, Rui Tian, Haiming Gang +11
cs.CVarXiv:2609.22083v12026
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach
Qing Lian, Fengmao Lv, Lixin Duan +1
cs.CVarXiv:1908.09547v12019
Estimating the cost of generic quantum pre-image attacks on SHA-2 and SHA-3
Matthew Amy, Olivia Di Matteo, Vlad Gheorghiu +3
quant-pharXiv:1603.09383v32016
Analysis of Bitcoin Pooled Mining Reward Systems
Meni Rosenfeld
cs.DCarXiv:1112.4980v12011
HeurekaBench: A Benchmarking Framework for AI Co-scientist
Siba Smarak Panigrahi, Jovana Videnović, Maria Brbić
cs.LGarXiv:2601.01678v22026
Edge-Based Compartmental Modeling for Infectious Disease Spread Part I: An Overview
Joel C. Miller, Anja C. Slim, Erik M. Volz
q-bio.PEphysics.bio-pharXiv:1106.6320v12011
On the marginal likelihood and cross-validation
Edwin Fong, Chris Holmes
stat.MEstat.MLarXiv:1905.08737v22019
Environmental Feedback Modeling Matters: Rethinking Feedback Treatment in Agentic Hindsight Self-Distillation
Hangxi Guo, Fengyuan Liu, Yue Wang +4
cs.AIarXiv:2610.11384v12026
Beyond Scalar Probes: Exploiting Vector-Valued Outputs in ReLU Networks For Signature Extraction
Gorka Abad, Claude Carlet, Ermes Franch +2
cs.CRarXiv:2609.35487v12026
AXS-Net: Interpretable Deep Unfolding for Hyperspectral Image Denoising via Spectral Basis Unmixing and Structured Noise Refinement
Ziyi Guan, Jianping Zhang, Zheng Yang
cs.CVarXiv:2609.08777v12026
Emergent and Predictable Memorization in Large Language Models
Stella Biderman, USVSN Sai Prashanth, Lintang Sutawika +4
cs.CLarXiv:2304.11158v22023
Using Gaussian Boson Sampling to Find Dense Subgraphs
Juan Miguel Arrazola, Thomas R. Bromley
quant-pharXiv:1803.10730v22018
Boosting with early stopping: Convergence and consistency
Tong Zhang, Bin Yu
math.STstat.THarXiv:math/0508276v12005
Autonomous LLM-driven research from data to human-verifiable research papers
Tal Ifargan, Lukas Hafner, Maor Kern +2
q-bio.OTcs.AIarXiv:2404.17605v12024
A public turbulence database cluster and applications to study Lagrangian evolution of velocity increments in turbulence
Yi Li, Eric Perlman, Minping Wan +6
physics.flu-dynphysics.comp-pharXiv:0804.1703v12008
Basic circuit compilation techniques for an ion-trap quantum machine
Dmitri Maslov
quant-phcs.ETarXiv:1603.07678v42016
Rent-a-RAG: Embedding-Space Watermarks for Auditing Third-Party RAG
Alexandr Goultiaev Tolstokorov, Kyriakos Mouratidis, Javad Dogani +1
cs.CRcs.CLarXiv:2609.03749v12026
Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion
Zhenguang Liu, Peng Qian, Xiang Wang +3
cs.LGcs.PLarXiv:2106.09282v12021
Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors
Wonbong Jang, Philippe Weinzaepfel, Vincent Leroy +2
cs.CVarXiv:2503.17316v12025
k-Sparse Autoencoders
Alireza Makhzani, Brendan Frey
cs.LGarXiv:1312.5663v22013
Learning to Generalize Across Long-Horizon Tasks from Human Demonstrations
Ajay Mandlekar, Danfei Xu, Roberto Martín-Martín +2
cs.ROcs.AIcs.LGarXiv:2003.06085v22020
Compensating for Scarce Historical Images in Cross-Domain Cultural Heritage Retrieval Using Synthetic Aging
Marcin Iwanowski, Adam Mazgaj, Ferdynand Gorski +1
cs.CVarXiv:2609.08766v12026
Harvesting graphics power for MD simulations
J. A. van Meel, A. Arnold, D. Frenkel +2
cond-mat.othercond-mat.softarXiv:0709.3225v12007
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning
Tianhe Yu, Deirdre Quillen, Zhanpeng He +7
cs.LGcs.AIcs.ROarXiv:1910.10897v22019
A Global Map of Science Based on the ISI Subject Categories
Loet Leydesdorff, Ismael Rafols
physics.soc-pharXiv:0911.1057v12009
Concentration, Not Uncertainty: Why Targeted Synthetic Data Doesn't Help Camouflaged Object Detection
Akshat Dobhal, Sanjay Singh
cs.CVarXiv:2610.09807v12026
Scaling-up quantum heat engines efficiently via shortcuts to adiabaticity
M. Beau, J. Jaramillo, A. del Campo
quant-phmath-phmath.MParXiv:1603.06019v32016
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
Michael Yeung, Evis Sala, Carola-Bibiane Schönlieb +1
eess.IVcs.CVcs.LGarXiv:2105.07467v22021
Noise stability of functions with low influences: invariance and optimality
Elchanan Mossel, Ryan O'Donnell, Krzysztof Oleszkiewicz
math.PRcs.CCmath.COarXiv:math/0503503v22005
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model
Yichen Zhu, Minjie Zhu, Ning Liu +3
cs.CVcs.CLarXiv:2401.02330v42024
DKN: Deep Knowledge-Aware Network for News Recommendation
Hongwei Wang, Fuzheng Zhang, Xing Xie +1
stat.MLcs.LGarXiv:1801.08284v22018
Certified Robustness Against Natural Language Attacks by Causal Intervention
Haiteng Zhao, Chang Ma, Xinshuai Dong +3
cs.LGcs.CLcs.CRarXiv:2205.12331v32022
From 2.1M Hours of Raw Broadcast Audio to Finnish Speech SSL: Confidence Filtering and Architectural Analysis at Scale
Yaroslav Getman, Tamás Grósz, Tommi Lehtonen +1
cs.CLcs.SDeess.ASarXiv:2610.13102v12026
An overview of Ciao and its design philosophy
M. V. Hermenegildo, F. Bueno, M. Carro +4
cs.PLarXiv:1102.5497v12011
Teaching Small Language Models to Reason
Lucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek +2
cs.CLcs.LGarXiv:2212.08410v32022
Dense Passage Retrieval for Open-Domain Question Answering
Vladimir Karpukhin, Barlas Oğuz, Sewon Min +5
cs.CLarXiv:2004.04906v32020
FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning
Yuanhao Xiong, Ruochen Wang, Minhao Cheng +2
cs.LGcs.CRarXiv:2207.09653v12022
HDA-MoE: Hybrid Parallelism and Dynamic, Adaptive Scheduling for Mixture-of-Experts with 3D Near-Memory Processing
Haochen Huang, Shuzhang Zhong, Shengxuan Qiu +8
cs.ARarXiv:2609.08682v12026
SPARC: Accurate and efficient finite-difference formulation and parallel implementation of Density Functional Theory: Extended systems
Swarnava Ghosh, Phanish Suryanarayana
physics.comp-pharXiv:1603.04339v32016
Compositional SVG Generation via VLM-Driven Hierarchical Semantic Parsing
Sehwan Park, Taehoon Kim, Geonhee Han +3
cs.CVcs.AIarXiv:2609.14657v12026
A Cartography of Open Collaboration in Open Source AI: Mapping Practices, Motivations, and Governance in 14 Open Large Language Model Projects
Johan Linåker, Cailean Osborne, Jennifer Ding +1
cs.SEcs.AIcs.LGarXiv:2509.25397v22025
Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
Boyan Li, Jiayi Zhang, Ju Fan +4
cs.DBarXiv:2502.17248v22025
Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification
Ting Chen, Yizhou Sun
cs.LGcs.AIcs.IRarXiv:1612.02814v22016
Linking Image and Text with 2-Way Nets
Aviv Eisenschtat, Lior Wolf
cs.CVarXiv:1608.07973v32016
Secret Key Generation Rates for Line of Sight Multipath Channels in the Presence of Eavesdroppers
Amitha Mayya, Arsenia Chorti, Rafael F. Schaefer +1
eess.SParXiv:2404.16481v12024
Interpretable & Explorable Approximations of Black Box Models
Himabindu Lakkaraju, Ece Kamar, Rich Caruana +1
cs.AIarXiv:1707.01154v12017
Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance
Jesse Zhang, Jiahui Zhang, Karl Pertsch +5
cs.ROcs.AIcs.LGarXiv:2310.10021v22023
Modeling the dynamical interaction between epidemics on overlay networks
Vincent Marceau, Pierre-André Noël, Laurent Hébert-Dufresne +2
physics.soc-phcond-mat.stat-mechcs.SIarXiv:1103.4059v22011
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
Shichao Dong, Jin Wang, Renhe Ji +3
cs.CVarXiv:2210.14457v22022

Every paper with a summary

What AI Benchmarks Actually Measure: Adapting Convergent and Discriminant Validity to Interrogate Fifty-Six AI Benchmarks

Match the Distribution, Not the Compute: Post-Training Multi-Token Prediction Heads

Petals: Collaborative Inference and Fine-tuning of Large Models

Attribution Patching Outperforms Automated Circuit Discovery

Memory effects in complex materials and nanoscale systems

Vision Language Models are Biased

Trojan Activation Attack: Red-Teaming Large Language Models using Activation Steering for Safety-Alignment

On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems

Compressed Sensing and Redundant Dictionaries

Experts Disagree on How to Fight AI Disinformation, but Agree That Health and Politics Need Different Solutions

ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages

MintAct: A Unified Visual Agent for Digital Environments

Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach

Estimating the cost of generic quantum pre-image attacks on SHA-2 and SHA-3

Analysis of Bitcoin Pooled Mining Reward Systems

HeurekaBench: A Benchmarking Framework for AI Co-scientist

Edge-Based Compartmental Modeling for Infectious Disease Spread Part I: An Overview

On the marginal likelihood and cross-validation

Environmental Feedback Modeling Matters: Rethinking Feedback Treatment in Agentic Hindsight Self-Distillation

Beyond Scalar Probes: Exploiting Vector-Valued Outputs in ReLU Networks For Signature Extraction

AXS-Net: Interpretable Deep Unfolding for Hyperspectral Image Denoising via Spectral Basis Unmixing and Structured Noise Refinement

Emergent and Predictable Memorization in Large Language Models

Using Gaussian Boson Sampling to Find Dense Subgraphs

Boosting with early stopping: Convergence and consistency

Autonomous LLM-driven research from data to human-verifiable research papers

A public turbulence database cluster and applications to study Lagrangian evolution of velocity increments in turbulence

Basic circuit compilation techniques for an ion-trap quantum machine

Rent-a-RAG: Embedding-Space Watermarks for Auditing Third-Party RAG

Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion

Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors

k-Sparse Autoencoders

Learning to Generalize Across Long-Horizon Tasks from Human Demonstrations

Compensating for Scarce Historical Images in Cross-Domain Cultural Heritage Retrieval Using Synthetic Aging

Harvesting graphics power for MD simulations

Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning

A Global Map of Science Based on the ISI Subject Categories

Concentration, Not Uncertainty: Why Targeted Synthetic Data Doesn't Help Camouflaged Object Detection

Scaling-up quantum heat engines efficiently via shortcuts to adiabaticity

Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy

Noise stability of functions with low influences: invariance and optimality

LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model

DKN: Deep Knowledge-Aware Network for News Recommendation

Certified Robustness Against Natural Language Attacks by Causal Intervention

From 2.1M Hours of Raw Broadcast Audio to Finnish Speech SSL: Confidence Filtering and Architectural Analysis at Scale

An overview of Ciao and its design philosophy

Teaching Small Language Models to Reason

Dense Passage Retrieval for Open-Domain Question Answering

FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning

HDA-MoE: Hybrid Parallelism and Dynamic, Adaptive Scheduling for Mixture-of-Experts with 3D Near-Memory Processing

SPARC: Accurate and efficient finite-difference formulation and parallel implementation of Density Functional Theory: Extended systems

Compositional SVG Generation via VLM-Driven Hierarchical Semantic Parsing

A Cartography of Open Collaboration in Open Source AI: Mapping Practices, Motivations, and Governance in 14 Open Large Language Model Projects

Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search

Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification

Linking Image and Text with 2-Way Nets

Secret Key Generation Rates for Line of Sight Multipath Channels in the Presence of Eavesdroppers

Interpretable & Explorable Approximations of Black Box Models

Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance

Modeling the dynamical interaction between epidemics on overlay networks

Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization