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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58,141 to 58,200 of 115,014

Salient Object Detection: A Survey
Ali Borji, Ming-Ming Cheng, Qibin Hou +2
cs.CVcs.AIq-bio.NCarXiv:1411.5878v62014
Predicting Hurricane Trajectories using a Recurrent Neural Network
Sheila Alemany, Jonathan Beltran, Adrian Perez +1
cs.LGcs.AIcs.CYarXiv:1802.02548v32018
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit
Chong You, Daniel P. Robinson, Rene Vidal
cs.CVcs.LGstat.MLarXiv:1507.01238v32015
Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts
Junheng Hao, Muhao Chen, Wenchao Yu +2
cs.AIcs.DBcs.IRarXiv:2103.08115v12021
MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
Yi-Fan Zhang, Huanyu Zhang, Haochen Tian +10
cs.CVarXiv:2408.13257v32024
Quantum Long Short-Term Memory
Samuel Yen-Chi Chen, Shinjae Yoo, Yao-Lung L. Fang
quant-phcs.LGarXiv:2009.01783v12020
Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark
Jason Hoelscher-Obermaier, Julia Persson, Esben Kran +2
cs.CLcs.AIcs.LGarXiv:2305.17553v22023
High-Dimensional Inference: Confidence Intervals, $p$-Values and R-Software hdi
Ruben Dezeure, Peter Bühlmann, Lukas Meier +1
stat.MEarXiv:1408.4026v22014
Thermodynamic theory of highly multimoded nonlinear optical systems
Fan O. Wu, Absar U. Hassan, Demetrios N. Christodoulides
physics.opticsarXiv:1912.08270v12019
Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning
Le Liang, Hao Ye, Geoffrey Ye Li
cs.ITarXiv:1905.02910v22019
Large Language Models in Analyzing Crash Narratives -- A Comparative Study of ChatGPT, BARD and GPT-4
Maroa Mumtarin, Md Samiullah Chowdhury, Jonathan Wood
cs.CLcs.AIcs.IRarXiv:2308.13563v12023
SPT: Skills as Pre-Training Data for Agentic Language Models
Yufei Sun, Yudong Li, Yiming Cheng
cs.CLarXiv:2608.26563v12026
IoT Connectivity Technologies and Applications: A Survey
Jie Ding, Mahyar Nemati, Chathurika Ranaweera +1
eess.SParXiv:2002.12646v12020
Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index
Tom Eelbode, Jeroen Bertels, Maxim Berman +4
eess.IVcs.CVcs.LGarXiv:2010.13499v12020
Single Image Reflection Removal through Cascaded Refinement
Chao Li, Yixiao Yang, Kun He +2
cs.CVarXiv:1911.06634v22019
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification
Yuan Xue, Jiarong Ye, Qianying Zhou +7
eess.IVcs.CVarXiv:2111.06399v12021
Focal Inverse Distance Transform Maps for Crowd Localization
Dingkang Liang, Wei Xu, Yingying Zhu +1
cs.CVarXiv:2102.07925v32021
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding
Xin Jin, Siyuan Li, Siyong Jian +2
cs.CVarXiv:2510.23479v32025
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment
Zichao Li, Prakhar Sharma, Xing Han Lu +2
cs.CLarXiv:2204.03025v12022
Image Super-Resolution via Dual-State Recurrent Networks
Wei Han, Shiyu Chang, Ding Liu +3
cs.CVarXiv:1805.02704v12018
FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling
Yitong Li, Junsong Chen, Shuchen Xue +8
cs.LGcs.AIcs.CVarXiv:2604.06916v12026
SafeInferCom: Safe Inference-Time Compute via Verifier-Guided Mid-Generation Intervention for Robotic Task Planning
Weizhe Xu, Jialiang Fan, Mengyu Liu +1
cs.ROcs.AIcs.CLarXiv:2610.11223v12026
Path2ST: Hierarchical Cell-Tissue Grounded Cross-Modal Translation for Spatial Transcriptomics
Ruochen Liu, Wei Lou
cs.CVcs.AIcs.CLarXiv:2608.14710v12026
MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations
Dou Hu, Xiaolong Hou, Lingwei Wei +2
cs.CLcs.AIcs.MMarXiv:2203.02385v12022
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks
Aditya Golatkar, Alessandro Achille, Stefano Soatto
cs.LGstat.MLarXiv:1911.04933v52019
Orthogonal Yet Coupled: Decoupling Geometric Components for Model Merging
Zijing Wang, Yongkang Liu, Mingyang Wang +8
cs.CLarXiv:2609.37564v12026
AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks
Chun-Chen Tu, Paishun Ting, Pin-Yu Chen +5
cs.CVcs.CRstat.MLarXiv:1805.11770v52018
Centrality Measures in Networks
Francis Bloch, Matthew O. Jackson, Pietro Tebaldi
physics.soc-phcs.SIarXiv:1608.05845v42016
T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
Hyomin Lee, Sangwoo Park, Yumin Choi +3
cs.CRcs.AIcs.CLarXiv:2603.22341v12026
Deep Virtual Stereo Odometry: Leveraging Deep Depth Prediction for Monocular Direct Sparse Odometry
Nan Yang, Rui Wang, Jörg Stückler +1
cs.CVarXiv:1807.02570v22018
VeriTS: Verifiable Model-Enhanced Time-Series Queries on Blockchain Systems
Zhongming Yao, Jun Pang, Chenxu Wang +3
cs.DBarXiv:2608.28318v12026
The Initial Screening Order Problem
Jose M. Alvarez, Antonio Mastropietro, Salvatore Ruggieri
cs.LGcs.CYarXiv:2307.15398v52023
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles
Xiaowei Jia, Jared Willard, Anuj Karpatne +4
cs.LGeess.SParXiv:2001.11086v32020
MS2: Multi-Document Summarization of Medical Studies
Jay DeYoung, Iz Beltagy, Madeleine van Zuylen +2
cs.CLcs.AIcs.LGarXiv:2104.06486v32021
Evaluating Journal Quality: A Review of Journal Citation Indicators and Ranking in Business and Management
John Mingers, Liying Yang
cs.DLarXiv:1604.06685v22016
The Diffusion Duality
Subham Sekhar Sahoo, Justin Deschenaux, Aaron Gokaslan +3
cs.LGcs.AIcs.CLarXiv:2506.10892v32025
NanoFlow: Towards Optimal Large Language Model Serving Throughput
Kan Zhu, Yufei Gao, Yilong Zhao +13
cs.DCarXiv:2408.12757v22024
Read Disturb Errors in MLC NAND Flash Memory
Yu Cai, Yixin Luo, Saugata Ghose +3
cs.ARarXiv:1805.03283v12018
A Theoretical Analysis of Contrastive Unsupervised Representation Learning
Sanjeev Arora, Hrishikesh Khandeparkar, Mikhail Khodak +2
cs.LGcs.AIstat.MLarXiv:1902.09229v12019
Broken Symmetry in LLM Refusal: Answer Release Is More Local Than Refusal Restoration
Yiqi Liu, Yang Wang, Songxin Wang +2
cs.AIarXiv:2608.15772v12026
Fine-tuning can cripple your foundation model; preserving features may be the solution
Jishnu Mukhoti, Yarin Gal, Philip H. S. Torr +1
cs.LGcs.CVarXiv:2308.13320v32023
Demonstration of qubit operations below a rigorous fault tolerance threshold with gate set tomography
Robin Blume-Kohout, John King Gamble, Erik Nielsen +4
quant-phphysics.atom-pharXiv:1605.07674v22016
Fairway: A Way to Build Fair ML Software
Joymallya Chakraborty, Suvodeep Majumder, Zhe Yu +1
cs.SEarXiv:2003.10354v62020
The Operationalization of "Fields" as WoS Subject Categories (WCs) in Evaluative Bibliometrics: The cases of "Library and Information Science" and "Science & Technology Studies"
Loet Leydesdorff, Lutz Bornmann
cs.DLcs.CYarXiv:1407.7849v32014
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research
Markus Langer, Daniel Oster, Timo Speith +5
cs.AIcs.HCarXiv:2102.07817v12021
PointRend: Image Segmentation as Rendering
Alexander Kirillov, Yuxin Wu, Kaiming He +1
cs.CVarXiv:1912.08193v22019
Persistence Meets Resistance: Doubling Down on Hardness
Benedikt Kolbe, Tim Mayr
math.ATcs.CCcs.CGarXiv:2608.27269v12026
The Cost of Training NLP Models: A Concise Overview
Or Sharir, Barak Peleg, Yoav Shoham
cs.CLcs.LGcs.NEarXiv:2004.08900v12020
A Tropical Approach to Neural Networks with Piecewise Linear Activations
Vasileios Charisopoulos, Petros Maragos
stat.MLcs.LGarXiv:1805.08749v22018
Tamper-Resistant Safeguards for Open-Weight LLMs
Rishub Tamirisa, Bhrugu Bharathi, Long Phan +12
cs.LGcs.AIcs.CLarXiv:2408.00761v42024
Robust Pre-Training by Adversarial Contrastive Learning
Ziyu Jiang, Tianlong Chen, Ting Chen +1
cs.CVarXiv:2010.13337v12020
At the Edge of a Seamless Cloud Experience
Samuel Rac, Mats Brorsson
cs.DCarXiv:2111.06157v12021
SD3.5-Flash: Distribution-Guided Distillation of Generative Flows
Hmrishav Bandyopadhyay, Rahim Entezari, Jim Scott +3
cs.CVcs.AIarXiv:2509.21318v12025
Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations
Shuhao Cui, Shuhui Wang, Junbao Zhuo +3
cs.CVarXiv:2003.12237v12020
An Empirical Study of Remote Sensing Pretraining
Di Wang, Jing Zhang, Bo Du +2
cs.CVarXiv:2204.02825v42022
RSGPT: A Remote Sensing Vision Language Model and Benchmark
Yuan Hu, Jianlong Yuan, Congcong Wen +2
cs.CVarXiv:2307.15266v12023
Scale-free networks are rare
Anna D. Broido, Aaron Clauset
physics.soc-phcs.SIphysics.data-anarXiv:1801.03400v12018
ProAct: Agentic Lookahead in Interactive Environments
Yangbin Yu, Mingyu Yang, Junyou Li +9
cs.AIarXiv:2602.05327v12026
Deep Analog: Open-Set Film Emulation with Reference-Conditioned 3D LUTs
Yitong Mu
cs.CVcs.GRcs.LGarXiv:2608.14702v12026
Near-optimal ground state preparation
Lin Lin, Yu Tong
quant-phmath.NAarXiv:2002.12508v32020

Every paper with a summary

Salient Object Detection: A Survey

Predicting Hurricane Trajectories using a Recurrent Neural Network

Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit

Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts

MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

Quantum Long Short-Term Memory

Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark

High-Dimensional Inference: Confidence Intervals, $p$-Values and R-Software hdi

Thermodynamic theory of highly multimoded nonlinear optical systems

Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning

Large Language Models in Analyzing Crash Narratives -- A Comparative Study of ChatGPT, BARD and GPT-4

SPT: Skills as Pre-Training Data for Agentic Language Models

IoT Connectivity Technologies and Applications: A Survey

Optimization for Medical Image Segmentation: Theory and Practice when evaluating with Dice Score or Jaccard Index

Single Image Reflection Removal through Cascaded Refinement

Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification

Focal Inverse Distance Transform Maps for Crowd Localization

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment

Image Super-Resolution via Dual-State Recurrent Networks

FP4 Explore, BF16 Train: Diffusion Reinforcement Learning via Efficient Rollout Scaling

SafeInferCom: Safe Inference-Time Compute via Verifier-Guided Mid-Generation Intervention for Robotic Task Planning

Path2ST: Hierarchical Cell-Tissue Grounded Cross-Modal Translation for Spatial Transcriptomics

MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations

Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks

Orthogonal Yet Coupled: Decoupling Geometric Components for Model Merging

AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks

Centrality Measures in Networks

T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

Deep Virtual Stereo Odometry: Leveraging Deep Depth Prediction for Monocular Direct Sparse Odometry

VeriTS: Verifiable Model-Enhanced Time-Series Queries on Blockchain Systems

The Initial Screening Order Problem

Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles

MS2: Multi-Document Summarization of Medical Studies

Evaluating Journal Quality: A Review of Journal Citation Indicators and Ranking in Business and Management

The Diffusion Duality

NanoFlow: Towards Optimal Large Language Model Serving Throughput

Read Disturb Errors in MLC NAND Flash Memory

A Theoretical Analysis of Contrastive Unsupervised Representation Learning

Broken Symmetry in LLM Refusal: Answer Release Is More Local Than Refusal Restoration

Fine-tuning can cripple your foundation model; preserving features may be the solution

Demonstration of qubit operations below a rigorous fault tolerance threshold with gate set tomography

Fairway: A Way to Build Fair ML Software

The Operationalization of "Fields" as WoS Subject Categories (WCs) in Evaluative Bibliometrics: The cases of "Library and Information Science" and "Science & Technology Studies"

What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research

PointRend: Image Segmentation as Rendering

Persistence Meets Resistance: Doubling Down on Hardness

The Cost of Training NLP Models: A Concise Overview

A Tropical Approach to Neural Networks with Piecewise Linear Activations

Tamper-Resistant Safeguards for Open-Weight LLMs

Robust Pre-Training by Adversarial Contrastive Learning

At the Edge of a Seamless Cloud Experience

SD3.5-Flash: Distribution-Guided Distillation of Generative Flows

Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations

An Empirical Study of Remote Sensing Pretraining

RSGPT: A Remote Sensing Vision Language Model and Benchmark

Scale-free networks are rare

ProAct: Agentic Lookahead in Interactive Environments

Deep Analog: Open-Set Film Emulation with Reference-Conditioned 3D LUTs

Near-optimal ground state preparation