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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76,981 to 77,040 of 102,972

Decision-Focused Learning in MDPs: An Occupancy Measure Approach
Zihao Zhao, Ashwath K. Karunakaram, Ali Eshragh +2
cs.LGarXiv:2610.08384v12026
VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes
Paul Gavrikov, Wei Lin, M. Jehanzeb Mirza +6
cs.CVcs.AIcs.LGarXiv:2509.25339v32025
AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios
Kaiyuan Chen, Qimin Wu, Taiyu Hou +42
cs.CLarXiv:2601.20613v22026
Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding
Yanzheng Xiang, Lan Wei, Yizhen Yao +8
cs.CLcs.AIarXiv:2602.06161v22026
RefGC-SR$^2$: Reference-guided Super-Resolution and Refinement of AI Generated Content
Jeahun Sung, Dahyeon Kye, Soo Ye Kim +1
cs.CVarXiv:2606.15158v22026
DuoOPD: Learning from Joint Teacher-Student Outcomes for Multi-Task On-Policy Distillation
Ao Yu, Weibo Gao, Heng Zhou +6
cs.LGarXiv:2609.33711v12026
Early Convolutions Help Transformers See Better
Tete Xiao, Mannat Singh, Eric Mintun +3
cs.CVarXiv:2106.14881v32021
Synchrosqueezing-based Recovery of Instantaneous Frequency from Nonuniform Samples
Gaurav Thakur, Hau-Tieng Wu
math.NAarXiv:1006.2533v42010
Trading Inference-Time Compute for Adversarial Robustness
Wojciech Zaremba, Evgenia Nitishinskaya, Boaz Barak +8
cs.LGcs.CRarXiv:2501.18841v12025
On the Performance of Hybrid Search Strategies for Systematic Literature Reviews in Software Engineering
Erica Mourão, João Felipe Pimentel, Leonardo Murta +3
cs.DLcs.SEarXiv:2004.09741v12020
Least Ambiguous Set-Valued Classifiers with Bounded Error Levels
Mauricio Sadinle, Jing Lei, Larry Wasserman
stat.MEcs.LGstat.MLarXiv:1609.00451v22016
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research
Jakub Lála, Odhran O'Donoghue, Aleksandar Shtedritski +3
cs.CLcs.AIcs.LGarXiv:2312.07559v22023
Equivariant Graph Neural Networks for 3D Macromolecular Structure
Bowen Jing, Stephan Eismann, Pratham N. Soni +1
cs.LGq-bio.BMarXiv:2106.03843v22021
T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning
Qinsi Wang, Hancheng Ye, Jinhee Kim +12
cs.CLcs.AIarXiv:2603.03790v12026
Understanding tables with intermediate pre-training
Julian Martin Eisenschlos, Syrine Krichene, Thomas Müller
cs.CLcs.AIcs.IRarXiv:2010.00571v22020
GPIC: A Giant Permissive Image Corpus for Visual Generation
Keshigeyan Chandrasegaran, Kyle Sargent, Suchir Agarwal +6
cs.CVcs.AIarXiv:2605.30341v12026
UniCounting: Instance-Aware Proposal Consolidation for Image-Query-Free Multi-Category Counting
Jinshi Liu, Pan Liu, Lei He +2
cs.CVarXiv:2610.08379v12026
Hidden Two-Stream Convolutional Networks for Action Recognition
Yi Zhu, Zhenzhong Lan, Shawn Newsam +1
cs.CVcs.LGcs.MMarXiv:1704.00389v42017
Network Design against the Bullwhip Effect in Complex Supply Chains
Lauren Bogo, Dominic Liao-McPherson
eess.SYcs.SYarXiv:2609.28823v12026
5G PRS-Based Sensing: A Sensing Reference Signal Approach for Joint Sensing and Communication System
Zhiqing Wei, Yuan Wang, Liang Ma +7
eess.SParXiv:2211.11488v12022
Observability-Informed Optimal Sensor Placement for Soft Robots
Samuel Smocot, James Richard Forbes, Audrey Sedal
cs.ROarXiv:2609.33681v12026
Data Noising as Smoothing in Neural Network Language Models
Ziang Xie, Sida I. Wang, Jiwei Li +4
cs.LGcs.CLarXiv:1703.02573v12017
Clustering Stability: An Overview
Ulrike von Luxburg
stat.MLarXiv:1007.1075v12010
PALADIN: Self-Correcting Language Model Agents to Cure Tool-Failure Cases
Sri Vatsa Vuddanti, Aarav Shah, Satwik Kumar Chittiprolu +4
cs.LGcs.AIarXiv:2509.25238v12025
Multi-step self-guided pathways for shape-changing metamaterials
Corentin Coulais, Alberico Sabbadini, Fré Vink +1
cond-mat.softcond-mat.mtrl-sciarXiv:1810.07605v12018
Optimal Power Flow in Stand-alone DC Microgrids
Jia Li, Feng Liu, Zhaojian Wang +2
math.OCarXiv:1708.05140v12017
CORe50: a New Dataset and Benchmark for Continuous Object Recognition
Vincenzo Lomonaco, Davide Maltoni
cs.CVcs.AIcs.LGarXiv:1705.03550v12017
Towards Accurate Scene Text Recognition with Semantic Reasoning Networks
Deli Yu, Xuan Li, Chengquan Zhang +3
cs.CVarXiv:2003.12294v12020
The Grey Hoodie Project: Big Tobacco, Big Tech, and the threat on academic integrity
Mohamed Abdalla, Moustafa Abdalla
cs.CYarXiv:2009.13676v42020
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification
Tianjun Xiao, Yichong Xu, Kuiyuan Yang +3
cs.CVarXiv:1411.6447v12014
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
Pei-Hao Su, Pawel Budzianowski, Stefan Ultes +2
cs.CLcs.AIcs.LGarXiv:1707.00130v22017
Pruned CTC for Memory-Efficient Large-Vocabulary ASR Training
Yifan Yang, Xiaoyu Yang, Zengrui Jin +10
eess.ASarXiv:2609.33645v12026
TrafficFab: An Autonomic Edge-Cloud Testbed Fabric forAI-Driven Traffic Management
Mayank Arya, Pranjal Naman, Priyanshu Pansari +5
cs.DCarXiv:2609.29223v12026
DIPrune: Task-Aware Token Pruning with Dual Importance for Efficient Multimodal Language Models
Shuo Yang, Changbai Li, Linlin Yang +6
cs.CVcs.LGarXiv:2610.08341v12026
GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical Error Correction with Supervised Fine-Tuning
Yaxin Fan, Feng Jiang, Peifeng Li +1
cs.CLarXiv:2307.13923v22023
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
Chen Qin, Wenjia Bai, Jo Schlemper +4
cs.CVarXiv:1806.04066v12018
Transition to chaos in random networks with cell-type-specific connectivity
Johnatan Aljadeff, Merav Stern, Tatyana O. Sharpee
q-bio.NCcond-mat.dis-nnmath.PRarXiv:1407.2297v12014
TabDDPM: Modelling Tabular Data with Diffusion Models
Akim Kotelnikov, Dmitry Baranchuk, Ivan Rubachev +1
cs.LGarXiv:2209.15421v22022
HAWKEYE: Seeing One Layer Deeper -- A Cohesion-Aware Structural Channel for Temporal Link Prediction
Jiacheng Ding, Xiaofei Zhang
cs.DBcs.LGarXiv:2608.22727v12026
Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling
Xiaokang Chen, Zhiyu Wu, Xingchao Liu +5
cs.AIcs.CLcs.CVarXiv:2501.17811v12025
Hardware-efficient variational quantum algorithms for time evolution
Marcello Benedetti, Mattia Fiorentini, Michael Lubasch
quant-pharXiv:2009.12361v52020
Neural Voice Puppetry: Audio-driven Facial Reenactment
Justus Thies, Mohamed Elgharib, Ayush Tewari +2
cs.CVcs.GRarXiv:1912.05566v22019
Reinforcement Mid-Training
Yijun Tian, Shaoyu Chen, Zhichao Xu +4
cs.CLarXiv:2509.24375v12025
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
Enze Xie, Junsong Chen, Junyu Chen +8
cs.CVarXiv:2410.10629v32024
LLMs Are In-Context Bandit Reinforcement Learners
Giovanni Monea, Antoine Bosselut, Kianté Brantley +1
cs.CLcs.AIcs.LGarXiv:2410.05362v42024
Forrelation: A Problem that Optimally Separates Quantum from Classical Computing
Scott Aaronson, Andris Ambainis
quant-phcs.CCarXiv:1411.5729v12014
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery
Namrata Vaswani, Thierry Bouwmans, Sajid Javed +1
cs.ITcs.CVstat.MEarXiv:1711.09492v42017
Instance-anchored interaction evidence: Grounding robot plans in human pointing and handling
Xinliang Xiao, Bowen Yang, Wenjing Zhang +2
cs.ROarXiv:2610.12157v12026
Compute Globally, Materialize Locally: The Memory Contract of Sparse Event-KV
Zefeng Cai, Zerui Cai
cs.AIarXiv:2607.23693v12026
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization
Yuxiang Ji, Yong Wang, Ziyu Ma +6
cs.CVcs.AIcs.CLarXiv:2601.05432v12026
FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting
Zefeng He, Xiaoye Qu, Yafu Li +3
cs.CVarXiv:2509.24304v22025
CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning
Jie He, Richard He Bai, Sinead Williamson +3
cs.CLarXiv:2511.18659v32025
Summaries:한국어
Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners
Yazhou Xing, Yingqing He, Zeyue Tian +2
cs.CVcs.MMcs.SDarXiv:2402.17723v12024
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency
Zhuang Ma, Michael Collins
cs.CLcs.LGstat.MEarXiv:1809.01812v12018
Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models
Garrett B. Goh, Charles Siegel, Abhinav Vishnu +2
stat.MLcs.AIcs.CEarXiv:1706.06689v12017
Essence and accident modalities meet Belnapian truth values
Yaroslav Petrukhin
cs.LOmath.LOarXiv:2610.08323v12026
MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs
Ved Sirdeshmukh, Kaustubh Deshpande, Johannes Mols +7
cs.CLcs.AIarXiv:2501.17399v22025
BMAM: Brain-inspired Multi-Agent Memory Framework
Yang Li, Jiaxiang Liu, Yusong Wang +2
cs.CLarXiv:2601.20465v12026
A Random Access Protocol for Pilot Allocation in Crowded Massive MIMO Systems
Emil Björnson, Elisabeth de Carvalho, Jesper H. Sørensen +2
cs.ITcs.NImath.ITarXiv:1604.04248v22016
AlphaVAE: Unified End-to-End RGBA Image Reconstruction and Generation with Alpha-Aware Representation Learning
Zile Wang, Hao Yu, Jiabo Zhan +1
cs.CVcs.AIarXiv:2507.09308v12025

Every paper with a summary

Decision-Focused Learning in MDPs: An Occupancy Measure Approach

VisualOverload: Probing Visual Understanding of VLMs in Really Dense Scenes

AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios

Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding

RefGC-SR$^2$: Reference-guided Super-Resolution and Refinement of AI Generated Content

DuoOPD: Learning from Joint Teacher-Student Outcomes for Multi-Task On-Policy Distillation

Early Convolutions Help Transformers See Better

Synchrosqueezing-based Recovery of Instantaneous Frequency from Nonuniform Samples

Trading Inference-Time Compute for Adversarial Robustness

On the Performance of Hybrid Search Strategies for Systematic Literature Reviews in Software Engineering

Least Ambiguous Set-Valued Classifiers with Bounded Error Levels

PaperQA: Retrieval-Augmented Generative Agent for Scientific Research

Equivariant Graph Neural Networks for 3D Macromolecular Structure

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning

Understanding tables with intermediate pre-training

GPIC: A Giant Permissive Image Corpus for Visual Generation

UniCounting: Instance-Aware Proposal Consolidation for Image-Query-Free Multi-Category Counting

Hidden Two-Stream Convolutional Networks for Action Recognition

Network Design against the Bullwhip Effect in Complex Supply Chains

5G PRS-Based Sensing: A Sensing Reference Signal Approach for Joint Sensing and Communication System

Observability-Informed Optimal Sensor Placement for Soft Robots

Data Noising as Smoothing in Neural Network Language Models

Clustering Stability: An Overview

PALADIN: Self-Correcting Language Model Agents to Cure Tool-Failure Cases

Multi-step self-guided pathways for shape-changing metamaterials

Optimal Power Flow in Stand-alone DC Microgrids

CORe50: a New Dataset and Benchmark for Continuous Object Recognition

Towards Accurate Scene Text Recognition with Semantic Reasoning Networks

The Grey Hoodie Project: Big Tobacco, Big Tech, and the threat on academic integrity

The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification

Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management

Pruned CTC for Memory-Efficient Large-Vocabulary ASR Training

TrafficFab: An Autonomic Edge-Cloud Testbed Fabric forAI-Driven Traffic Management

DIPrune: Task-Aware Token Pruning with Dual Importance for Efficient Multimodal Language Models

GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical Error Correction with Supervised Fine-Tuning

Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences

Transition to chaos in random networks with cell-type-specific connectivity

TabDDPM: Modelling Tabular Data with Diffusion Models

HAWKEYE: Seeing One Layer Deeper -- A Cohesion-Aware Structural Channel for Temporal Link Prediction

Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Hardware-efficient variational quantum algorithms for time evolution

Neural Voice Puppetry: Audio-driven Facial Reenactment

Reinforcement Mid-Training

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

LLMs Are In-Context Bandit Reinforcement Learners

Forrelation: A Problem that Optimally Separates Quantum from Classical Computing

Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery

Instance-anchored interaction evidence: Grounding robot plans in human pointing and handling

Compute Globally, Materialize Locally: The Memory Contract of Sparse Event-KV

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization

FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting

CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning

Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners

Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency

Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models

Essence and accident modalities meet Belnapian truth values

MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs

BMAM: Brain-inspired Multi-Agent Memory Framework

A Random Access Protocol for Pilot Allocation in Crowded Massive MIMO Systems

AlphaVAE: Unified End-to-End RGBA Image Reconstruction and Generation with Alpha-Aware Representation Learning