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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21,481 to 21,540 of 61,134

A mathematical perspective on Transformers
Borjan Geshkovski, Cyril Letrouit, Yury Polyanskiy +1
cs.LGmath.APmath.DSarXiv:2312.10794v52023
Implicit Gradient Regularization
David G. T. Barrett, Benoit Dherin
cs.LGstat.MLarXiv:2009.11162v32020
DeepEyesV2: Toward Agentic Multimodal Model
Jack Hong, Chenxiao Zhao, ChengLin Zhu +3
cs.CVcs.AIarXiv:2511.05271v42025
Further and stronger analogy between sampling and optimization: Langevin Monte Carlo and gradient descent
Arnak S. Dalalyan
math.STarXiv:1704.04752v22017
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
Haonan Qiu, Menghan Xia, Yong Zhang +4
cs.CVarXiv:2310.15169v32023
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors
Duo Zheng, Shijia Huang, Yanyang Li +1
cs.CVcs.AIarXiv:2505.24625v32025
VAFL: a Method of Vertical Asynchronous Federated Learning
Tianyi Chen, Xiao Jin, Yuejiao Sun +1
cs.LGcs.DCmath.OCarXiv:2007.06081v12020
Neural-Collapse-guided Task-Free Continual Anomaly Detection
Xiaotong Kong, Chaoyang Song, Ziai Zhou +3
cs.CVarXiv:2609.03406v12026
SecAlign: Defending Against Prompt Injection with Preference Optimization
Sizhe Chen, Arman Zharmagambetov, Saeed Mahloujifar +3
cs.CRcs.LGarXiv:2410.05451v32024
Improved Mean Flows: On the Challenges of Fastforward Generative Models
Zhengyang Geng, Yiyang Lu, Zongze Wu +3
cs.CVcs.LGarXiv:2512.02012v22025
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
Xin Cheng, Rui Tian, Wangding Zeng +18
cs.CLcs.AIarXiv:2601.07372v22026
A Time-Vertex Signal Processing Framework
Francesco Grassi, Andreas Loukas, Nathanaël Perraudin +1
cs.LGarXiv:1705.02307v12017
SciFive: a text-to-text transformer model for biomedical literature
Long N. Phan, James T. Anibal, Hieu Tran +4
cs.CLcs.AIcs.LGarXiv:2106.03598v12021
GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning
Zhenyu Xie, Zaiyu Huang, Xin Dong +5
cs.CVarXiv:2303.13756v12023
Entailment as Few-Shot Learner
Sinong Wang, Han Fang, Madian Khabsa +2
cs.CLcs.AIarXiv:2104.14690v12021
BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM Rows
Abdullah Giray Yağlıkçı, Minesh Patel, Jeremie S. Kim +9
cs.CRcs.ARarXiv:2102.05981v22021
Large-Language Models as a Cognitive Virus
Ricard Solé, Giulio Ruffini, Francesca Castaldo +6
physics.soc-phcs.CYnlin.AOarXiv:2609.03344v12026
Sonata: Self-Supervised Learning of Reliable Point Representations
Xiaoyang Wu, Daniel DeTone, Duncan Frost +7
cs.CVarXiv:2503.16429v12025
prDeep: Robust Phase Retrieval with a Flexible Deep Network
Christopher A. Metzler, Philip Schniter, Ashok Veeraraghavan +1
stat.MLcs.LGarXiv:1803.00212v22018
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
Hritik Bansal, Clark Peng, Yonatan Bitton +3
cs.CVarXiv:2503.06800v12025
Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation
Yingmao Miao, Pengfei Zhang, Chaoran Xu +5
cs.CVarXiv:2609.03673v12026
RWKV-7 "Goose" with Expressive Dynamic State Evolution
Bo Peng, Ruichong Zhang, Daniel Goldstein +15
cs.CLcs.AIcs.LGarXiv:2503.14456v22025
Osprey: Pixel Understanding with Visual Instruction Tuning
Yuqian Yuan, Wentong Li, Jian Liu +5
cs.CVarXiv:2312.10032v42023
VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
Rui Meng, Ziyan Jiang, Ye Liu +10
cs.CVcs.CLarXiv:2507.04590v12025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
Daoguang Zan, Zhirong Huang, Wei Liu +16
cs.SEcs.AIcs.CLarXiv:2504.02605v12025
Independent Policy Gradient Methods for Competitive Reinforcement Learning
Constantinos Daskalakis, Dylan J. Foster, Noah Golowich
cs.LGarXiv:2101.04233v12021
Computing stable configurations of confined smectic liquid crystals with a deep variational framework
Yuchen Xie, Baoming Shi, Yucen Han +1
cond-mat.softcs.LGarXiv:2609.03389v12026
Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling
Trae Research Team, Pengfei Gao, Zhao Tian +12
cs.SEcs.AIarXiv:2507.23370v12025
CulturalMenuBench: Probing the Knowledge-Application Gap in Multimodal Culinary Reasoning
Bo Zeng, Linfeng Gao, Peiqin Lin +9
cs.AIarXiv:2609.03526v12026
MambaIRv2: Attentive State Space Restoration
Hang Guo, Yong Guo, Yaohua Zha +5
eess.IVcs.CVcs.LGarXiv:2411.15269v22024
Benchmarking Learned Indexes
Ryan Marcus, Andreas Kipf, Alexander van Renen +5
cs.DBarXiv:2006.12804v22020
DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks
Yupei Liu, Yuqi Jia, Jinyuan Jia +2
cs.CRcs.AIarXiv:2504.11358v42025
Doubly-Attentive Decoder for Multi-modal Neural Machine Translation
Iacer Calixto, Qun Liu, Nick Campbell
cs.CLarXiv:1702.01287v12017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
Kelvin Guu, Panupong Pasupat, Evan Zheran Liu +1
cs.AIcs.LGstat.MLarXiv:1704.07926v12017
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Fengli Xu, Qianyue Hao, Zefang Zong +17
cs.AIcs.CLarXiv:2501.09686v32025
Beyond Higher-Pulse Rectification: Operational Harmonic Coordination in Renewable P2H Systems
Yangjun Zeng, Yiwei Qiu, Jie Zhu +6
math.OCeess.SYarXiv:2609.03531v12026
Autonomous Drone Racing with Deep Reinforcement Learning
Yunlong Song, Mats Steinweg, Elia Kaufmann +1
cs.ROcs.AIarXiv:2103.08624v22021
On Global Regulatability of Robot Manipulators by Classical PID
Cheng Zhao, Jingru Zhu, Lei Guo
cs.ROeess.SYarXiv:2609.01207v22026
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
Xiyao Wang, Zhengyuan Yang, Chao Feng +6
cs.CVarXiv:2504.07934v32025
Importance and methods to control, vary, and characterize mud strength for studying locomotion
Divya Ramesh, Gargi Sadalgekar, Qiyuan Fu +3
physics.bio-phcond-mat.softcs.ROarXiv:2609.00563v12026
On the Importance of Difficulty Calibration in Membership Inference Attacks
Lauren Watson, Chuan Guo, Graham Cormode +1
cs.CRcs.LGarXiv:2111.08440v22021
Cryptanalysis of a Chaotic Image Encryption Algorithm Based on Information Entropy
Chengqing Li, Dongdong Lin, Bingbing Feng +2
cs.CRarXiv:1803.10024v22018
Secrecy in Cooperative Relay Broadcast Channels
E. Ekrem, S. Ulukus
cs.ITarXiv:0811.1317v12008
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching
Zhiyuan Liu, Yicun Yang, Yaojie Zhang +6
cs.LGcs.AIcs.CLarXiv:2506.06295v32025
A SoK for SoCs: Reading the TI Leaves on AI for Cyber Threat Intelligence Generation and Sharing
Saastha Vasan, Hadjer Benkraouda, Jizhou Chen +8
cs.CRarXiv:2609.01174v12026
The effect of heterogeneity on hypergraph contagion models
Nicholas Landry, Juan G. Restrepo
physics.soc-phmath.DSarXiv:2006.15453v22020
MonoPerfCap: Human Performance Capture from Monocular Video
Weipeng Xu, Avishek Chatterjee, Michael Zollhöfer +4
cs.CVcs.GRarXiv:1708.02136v22017
Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting
Tao Xiong, Yukun Bao, Zhongyi Hu
cs.CEcs.LGq-fin.STarXiv:1401.1916v12014
Mutual Information, Neural Networks and the Renormalization Group
Maciej Koch-Janusz, Zohar Ringel
cond-mat.dis-nncond-mat.stat-mechcs.ITarXiv:1704.06279v22017
Multiple decision trees
Suk Wah Kwok, Chris Carter
cs.LGcs.AIstat.MLarXiv:1304.2363v12013
Correctness Guarantees for the Composition of Lane Keeping and Adaptive Cruise Control
Xiangru Xu, Jessy W. Grizzle, Paulo Tabuada +1
math.OCeess.SYarXiv:1609.06807v22016
A multicenter benchmark and clinically structured metric for coronary CTA report generation
Zhiyu Ye, Yue Sun, Limiao Zou +7
cs.CVarXiv:2609.00909v12026
CMRVision: A Foundation Model for Cardiac MR Image Analysis
Athira J. Jacob, Puneet Sharma, Daniel Rueckert
cs.CVarXiv:2609.01308v12026
Asymptotically near-optimal RRT for fast, high-quality, motion planning
Oren Salzman, Dan Halperin
cs.ROarXiv:1308.0189v42013
MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark
Dingdong Wang, Junan Li, Jincenzi Wu +4
cs.CLcs.SDeess.ASarXiv:2506.04779v32025
Pose Estimation for Non-Cooperative Spacecraft Rendezvous Using Convolutional Neural Networks
Sumant Sharma, Connor Beierle, Simone D'Amico
cs.CVarXiv:1809.07238v12018
Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward
Renjun Xu, Yang Yan
cs.MAcs.AIarXiv:2602.12430v42026
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks
Tilman Räuker, Anson Ho, Stephen Casper +1
cs.LGcs.AIcs.CLarXiv:2207.13243v62022
Composite Monte Carlo Decision Making under High Uncertainty of Novel Coronavirus Epidemic Using Hybridized Deep Learning and Fuzzy Rule Induction
Simon James Fong, Gloria Li, Nilanjan Dey +2
cs.AIq-bio.PEarXiv:2003.09868v12020
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
Ivan Evtimov, Arman Zharmagambetov, Aaron Grattafiori +2
cs.CRcs.AIarXiv:2504.18575v32025

Every paper with a summary

A mathematical perspective on Transformers

Implicit Gradient Regularization

DeepEyesV2: Toward Agentic Multimodal Model

Further and stronger analogy between sampling and optimization: Langevin Monte Carlo and gradient descent

FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling

Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors

VAFL: a Method of Vertical Asynchronous Federated Learning

Neural-Collapse-guided Task-Free Continual Anomaly Detection

SecAlign: Defending Against Prompt Injection with Preference Optimization

Improved Mean Flows: On the Challenges of Fastforward Generative Models

Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models

A Time-Vertex Signal Processing Framework

SciFive: a text-to-text transformer model for biomedical literature

GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning

Entailment as Few-Shot Learner

BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM Rows

Large-Language Models as a Cognitive Virus

Sonata: Self-Supervised Learning of Reliable Point Representations

prDeep: Robust Phase Retrieval with a Flexible Deep Network

VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation

Do Video Generators Track the World Across Segments? A Benchmark and Method for World-State Reasoning in Video Continuation

RWKV-7 "Goose" with Expressive Dynamic State Evolution

Osprey: Pixel Understanding with Visual Instruction Tuning

VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Independent Policy Gradient Methods for Competitive Reinforcement Learning

Computing stable configurations of confined smectic liquid crystals with a deep variational framework

Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling

CulturalMenuBench: Probing the Knowledge-Application Gap in Multimodal Culinary Reasoning

MambaIRv2: Attentive State Space Restoration

Benchmarking Learned Indexes

DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks

Doubly-Attentive Decoder for Multi-modal Neural Machine Translation

From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Beyond Higher-Pulse Rectification: Operational Harmonic Coordination in Renewable P2H Systems

Autonomous Drone Racing with Deep Reinforcement Learning

On Global Regulatability of Robot Manipulators by Classical PID

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Importance and methods to control, vary, and characterize mud strength for studying locomotion

On the Importance of Difficulty Calibration in Membership Inference Attacks

Cryptanalysis of a Chaotic Image Encryption Algorithm Based on Information Entropy

Secrecy in Cooperative Relay Broadcast Channels

dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching

A SoK for SoCs: Reading the TI Leaves on AI for Cyber Threat Intelligence Generation and Sharing

The effect of heterogeneity on hypergraph contagion models

MonoPerfCap: Human Performance Capture from Monocular Video

Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting

Mutual Information, Neural Networks and the Renormalization Group

Multiple decision trees

Correctness Guarantees for the Composition of Lane Keeping and Adaptive Cruise Control

A multicenter benchmark and clinically structured metric for coronary CTA report generation

CMRVision: A Foundation Model for Cardiac MR Image Analysis

Asymptotically near-optimal RRT for fast, high-quality, motion planning

MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark

Pose Estimation for Non-Cooperative Spacecraft Rendezvous Using Convolutional Neural Networks

Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward

Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks

Composite Monte Carlo Decision Making under High Uncertainty of Novel Coronavirus Epidemic Using Hybridized Deep Learning and Fuzzy Rule Induction

WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks