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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49,801 to 49,860 of 120,053

Learning to Deblur
Christian J. Schuler, Michael Hirsch, Stefan Harmeling +1
cs.CVcs.LGarXiv:1406.7444v12014
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation
Yangyi Chen, Xingyao Wang, Manling Li +2
cs.CVcs.CLcs.LGarXiv:2311.13258v12023
From S3Q Theory to Implementation: Towards an Architecture for Machine Qualia
Tetiana Grinberg, Katrina Schleisman, Patryk Laurent +6
cs.AIarXiv:2609.30743v12026
Sim-to-Real Transfer for Biped Locomotion
Wenhao Yu, Visak CV Kumar, Greg Turk +1
cs.ROcs.LGarXiv:1903.01390v22019
AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model
Teng Hu, Jiangning Zhang, Ran Yi +5
cs.CVarXiv:2312.05767v22023
A Literature Survey of Recent Advances in Chatbots
Guendalina Caldarini, Sardar Jaf, Kenneth McGarry
cs.CLarXiv:2201.06657v12022
Concurrent learning for parameter estimation using dynamic state-derivative estimators
Rushikesh Kamalapurkar, Ben Reish, Girish Chowdhary +1
eess.SYmath.OCarXiv:1507.08903v12015
Towards Deeper Deep Reinforcement Learning with Spectral Normalization
Johan Bjorck, Carla P. Gomes, Kilian Q. Weinberger
cs.LGarXiv:2106.01151v42021
Confidence Intervals for High-Dimensional Linear Regression: Minimax Rates and Adaptivity
T. Tony Cai, Zijian Guo
math.STarXiv:1506.05539v22015
R-FCN: Object Detection via Region-based Fully Convolutional Networks
Jifeng Dai, Yi Li, Kaiming He +1
cs.CVarXiv:1605.06409v32016
Training-Free Inpainting Across Domains with a Frozen Text-to-Image Diffusion Model
Zhenhuan Wang, Fengyi Yuan
cs.CVarXiv:2609.00862v12026
A Distributed Observer for a Time-Invariant Linear System
L. Wang, A. S. Morse
eess.SYarXiv:1609.05800v42016
AURA: Always-On Understanding and Real-Time Assistance via Video Streams
Xudong Lu, Yang Bo, Jinpeng Chen +9
cs.CVarXiv:2604.04184v12026
MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation
Hoyeop Lee, Jinbae Im, Seongwon Jang +2
cs.IRcs.AIcs.LGarXiv:1908.00413v12019
Rethinking Spatial Dimensions of Vision Transformers
Byeongho Heo, Sangdoo Yun, Dongyoon Han +3
cs.CVarXiv:2103.16302v22021
VersaCamVLA: Camera-Configurable VLA Policies for Robotic Manipulation
Boyao Han, Chen Shi, Jingjing Qian +2
cs.CVcs.ROarXiv:2610.12451v12026
Beyond Mean Attention: Diversity-Aware, Layer-Wise Scoring for KV Cache Eviction
Tianfang Xie, Wei Zhu
cs.CLcs.LGarXiv:2609.30738v12026
Denoising Implicit Feedback for Recommendation
Wenjie Wang, Fuli Feng, Xiangnan He +2
cs.IRarXiv:2006.04153v22020
A survey of advances in vision-based vehicle re-identification
Sultan Daud Khan, Habib Ullah
cs.CVcs.AIarXiv:1905.13258v12019
CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation
Jinjun Peng, Leyi Cui, Kele Huang +2
cs.SEcs.CLcs.LGarXiv:2501.08200v12025
Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback
Yuta Saito, Suguru Yaginuma, Yuta Nishino +2
stat.MLcs.IRcs.LGarXiv:1909.03601v32019
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
Ilias Chalkidis, Abhik Jana, Dirk Hartung +4
cs.CLarXiv:2110.00976v42021
OmniPro: A Comprehensive Benchmark for Omni-Proactive Streaming Video Understanding
Ruixiang Zhao, Jie Yang, Zijie Xin +4
cs.CVarXiv:2605.18577v12026
Implementation and evaluation of various demons deformable image registration algorithms on GPU
Xuejun Gu, Hubert Pan, Yun Liang +7
physics.med-pharXiv:0909.0928v12009
Training a Student Expert via Semi-Supervised Foundation Model Distillation
Pardis Taghavi, Tian Liu, Renjie Li +2
cs.CVarXiv:2604.03841v12026
When Can LLMs Learn to Reason with Weak Supervision?
Salman Rahman, Jingyan Shen, Anna Mordvina +3
cs.LGcs.AIarXiv:2604.18574v12026
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey
Bo Ni, Zheyuan Liu, Leyao Wang +17
cs.CLcs.AIarXiv:2502.06872v12025
Neuralized Multi-Wavelet Decomposition for Time Series Classification and Forecasting
Xiaohan Jiang, Jingyuan Wang, Jiahao Ji +3
cs.LGcs.AIarXiv:2609.29317v12026
Simple and Deep Graph Convolutional Networks
Ming Chen, Zhewei Wei, Zengfeng Huang +2
cs.LGstat.MLarXiv:2007.02133v12020
Defining and Characterizing Reward Hacking
Joar Skalse, Nikolaus H. R. Howe, Dmitrii Krasheninnikov +1
cs.LGstat.MLarXiv:2209.13085v22022
AndesVL Technical Report: An Efficient Mobile-side Multimodal Large Language Model
Zhiwei Jin, Xiaohui Song, Nan Wang +37
cs.CVcs.AIarXiv:2510.11496v32025
Navigating the Latent Manifold: Proactive Concept Drift Adaptation for Resilient NIDS
Chao Zha, Zifeng Kang, Tian Liu +2
cs.CRarXiv:2609.08623v12026
Two-Domain DNA Strand Displacement
Luca Cardelli
cs.LOcs.PLarXiv:1006.2993v12010
Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization
Xianxin Song, Jie Xu, Fan Liu +2
eess.SPcs.ITarXiv:2207.05611v12022
Context-Alignment: Activating and Enhancing LLM Capabilities in Time Series
Yuxiao Hu, Qian Li, Dongxiao Zhang +2
cs.LGcs.CLstat.AParXiv:2501.03747v32025
Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest
Jack Hessel, Ana Marasović, Jena D. Hwang +5
cs.CLcs.CVarXiv:2209.06293v22022
Domain Adaptation through Synthesis for Unsupervised Person Re-identification
Slawomir Bak, Peter Carr, Jean-Francois Lalonde
cs.CVarXiv:1804.10094v12018
Coordinated Beamforming for Energy Efficient Transmission in Multicell Multiuser Systems
He Shiwen, Huang Yongming, Jin Shi +1
cs.ITarXiv:1310.2037v12013
On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift
Alekh Agarwal, Sham M. Kakade, Jason D. Lee +1
cs.LGstat.MLarXiv:1908.00261v52019
Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation
Liang Wang, Heng Meng, Zekai Xiang +4
cs.LGarXiv:2605.18430v12026
Graph Neural Networks for Modelling Traffic Participant Interaction
Frederik Diehl, Thomas Brunner, Michael Truong Le +1
cs.LGstat.MLarXiv:1903.01254v22019
OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
Xing Hu, Yuan Cheng, Dawei Yang +6
cs.LGcs.AIarXiv:2501.13987v12025
Deep contextualized word representations
Matthew E. Peters, Mark Neumann, Mohit Iyyer +4
cs.CLarXiv:1802.05365v22018
Nodal dynamics, not degree distributions, determine the structural controllability of complex networks
Noah J. Cowan, Erick J. Chastain, Daril A. Vilhena +2
physics.soc-phcs.SInlin.AOarXiv:1106.2573v52011
UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification
Qihang Fan, Huaibo Huang, Zhiying Wu +2
cs.CLarXiv:2605.06221v12026
Think Global, Act Local: Dual-scale Graph Transformer for Vision-and-Language Navigation
Shizhe Chen, Pierre-Louis Guhur, Makarand Tapaswi +2
cs.CVarXiv:2202.11742v12022
Active inference on discrete state-spaces: a synthesis
Lancelot Da Costa, Thomas Parr, Noor Sajid +3
q-bio.NCarXiv:2001.07203v22020
A Survey of Stochastic Simulation and Optimization Methods in Signal Processing
Marcelo Pereyra, Philip Schniter, Emilie Chouzenoux +4
cs.ITmath.ITarXiv:1505.00273v42015
DriftParking: Trajectory Modeling via Drifting Field for End-to-End Automated Parking
Ziyan Wang, Dong Li, Weibo Wang +4
cs.ROarXiv:2609.06923v12026
Validating Bayesian Inference Algorithms with Simulation-Based Calibration
Sean Talts, Michael Betancourt, Daniel Simpson +2
stat.MEarXiv:1804.06788v22018
Self-paced Ensemble for Highly Imbalanced Massive Data Classification
Zhining Liu, Wei Cao, Zhifeng Gao +4
cs.LGcs.AIstat.MLarXiv:1909.03500v32019
Global convergence of the Heavy-ball method for convex optimization
Euhanna Ghadimi, Hamid Reza Feyzmahdavian, Mikael Johansson
math.OCarXiv:1412.7457v12014
Grounding of Textual Phrases in Images by Reconstruction
Anna Rohrbach, Marcus Rohrbach, Ronghang Hu +2
cs.CVcs.CLcs.LGarXiv:1511.03745v42015
Coding Agents Are Guessing: Measuring Action-Boundary Violations in Underspecified DevOps Instructions
Zimo Ji, Zekai Zhang, Congying Xu +4
cs.SEarXiv:2607.02294v12026
PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation
Junjie Huang, Quanyan Zhu
cs.CRarXiv:2407.17788v12024
Fully Deterministic Shallow Neural Networks with Localized Activations. Part II: Condition Number Estimates
Ran Bi, Weibing Deng
math.NAcs.NAarXiv:2610.09357v12026
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak +5
cs.CLarXiv:1807.00914v32018
Overview to the Hard X-ray Modulation Telescope (Insight-HXMT) Satellite
ShuangNan Zhang, TiPei Li, FangJun Lu +127
astro-ph.IMastro-ph.HEarXiv:1910.09613v12019
Benchmarking Diversity in Image Generation via Attribute-Conditional Human Evaluation
Isabela Albuquerque, Ira Ktena, Olivia Wiles +4
cs.CVcs.LGarXiv:2511.10547v12025
ResiSpec: Enhancing Multi-Candidate Speculative Sampling via Residual Distribution Shaping
Zhi-Kai Chen, Jun-Jie Tao, Wei-Xiang Mao +2
cs.AIarXiv:2608.24411v12026

Every paper with a summary

Learning to Deblur

ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation

From S3Q Theory to Implementation: Towards an Architecture for Machine Qualia

Sim-to-Real Transfer for Biped Locomotion

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model

A Literature Survey of Recent Advances in Chatbots

Concurrent learning for parameter estimation using dynamic state-derivative estimators

Towards Deeper Deep Reinforcement Learning with Spectral Normalization

Confidence Intervals for High-Dimensional Linear Regression: Minimax Rates and Adaptivity

R-FCN: Object Detection via Region-based Fully Convolutional Networks

Training-Free Inpainting Across Domains with a Frozen Text-to-Image Diffusion Model

A Distributed Observer for a Time-Invariant Linear System

AURA: Always-On Understanding and Real-Time Assistance via Video Streams

MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation

Rethinking Spatial Dimensions of Vision Transformers

VersaCamVLA: Camera-Configurable VLA Policies for Robotic Manipulation

Beyond Mean Attention: Diversity-Aware, Layer-Wise Scoring for KV Cache Eviction

Denoising Implicit Feedback for Recommendation

A survey of advances in vision-based vehicle re-identification

CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation

Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback

LexGLUE: A Benchmark Dataset for Legal Language Understanding in English

OmniPro: A Comprehensive Benchmark for Omni-Proactive Streaming Video Understanding

Implementation and evaluation of various demons deformable image registration algorithms on GPU

Training a Student Expert via Semi-Supervised Foundation Model Distillation

When Can LLMs Learn to Reason with Weak Supervision?

Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey

Neuralized Multi-Wavelet Decomposition for Time Series Classification and Forecasting

Simple and Deep Graph Convolutional Networks

Defining and Characterizing Reward Hacking

AndesVL Technical Report: An Efficient Mobile-side Multimodal Large Language Model

Navigating the Latent Manifold: Proactive Concept Drift Adaptation for Resilient NIDS

Two-Domain DNA Strand Displacement

Intelligent Reflecting Surface Enabled Sensing: Cramér-Rao Bound Optimization

Context-Alignment: Activating and Enhancing LLM Capabilities in Time Series

Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest

Domain Adaptation through Synthesis for Unsupervised Person Re-identification

Coordinated Beamforming for Energy Efficient Transmission in Multicell Multiuser Systems

On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift

Text2CAD-Bench: A Benchmark for LLM-based Text-to-Parametric CAD Generation

Graph Neural Networks for Modelling Traffic Participant Interaction

OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting

Deep contextualized word representations

Nodal dynamics, not degree distributions, determine the structural controllability of complex networks

UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification

Think Global, Act Local: Dual-scale Graph Transformer for Vision-and-Language Navigation

Active inference on discrete state-spaces: a synthesis

A Survey of Stochastic Simulation and Optimization Methods in Signal Processing

DriftParking: Trajectory Modeling via Drifting Field for End-to-End Automated Parking

Validating Bayesian Inference Algorithms with Simulation-Based Calibration

Self-paced Ensemble for Highly Imbalanced Massive Data Classification

Global convergence of the Heavy-ball method for convex optimization

Grounding of Textual Phrases in Images by Reconstruction

Coding Agents Are Guessing: Measuring Action-Boundary Violations in Underspecified DevOps Instructions

PenHeal: A Two-Stage LLM Framework for Automated Pentesting and Optimal Remediation

Fully Deterministic Shallow Neural Networks with Localized Activations. Part II: Condition Number Estimates

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing

Overview to the Hard X-ray Modulation Telescope (Insight-HXMT) Satellite

Benchmarking Diversity in Image Generation via Attribute-Conditional Human Evaluation

ResiSpec: Enhancing Multi-Candidate Speculative Sampling via Residual Distribution Shaping