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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72,901 to 72,960 of 104,313

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Zhihong Shao, Peiyi Wang, Qihao Zhu +8
cs.CLcs.AIcs.LGarXiv:2402.03300v32024
To understand deep learning we need to understand kernel learning
Mikhail Belkin, Siyuan Ma, Soumik Mandal
stat.MLcs.LGarXiv:1802.01396v32018
Verifier-guided discovery of exact high-order mimetic operators with large language models
J. de Curtò, I. de Zarzà
math.NAcs.SCarXiv:2609.27922v12026
TreeFI: Value-Aware Statistical Fault Injection for Deep Neural Networks
Noam Bires, Marcello Traiola, Angeliki Kritikakou +1
cs.ARcs.AIarXiv:2609.04912v12026
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling
Jingyun Liang, Andreas Lugmayr, Kai Zhang +3
eess.IVcs.CVarXiv:2108.05301v12021
OHL-Assisted All-Optical Regenerative Relaying for Pointing-Impaired M-PAM Inter-Satellite Links
Meysam Ghanbari, Mohammad Taghi Dabiri, Zain Ali +4
eess.SParXiv:2608.28864v12026
SSGAN: Secure Steganography Based on Generative Adversarial Networks
Haichao Shi, Jing Dong, Wei Wang +2
cs.CVcs.MMarXiv:1707.01613v42017
PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation
Can Qin, Haoxuan You, Lichen Wang +2
cs.CVcs.LGarXiv:1911.02744v12019
Design of 5G Full Dimension Massive MIMO Systems
Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah +1
cs.ITmath.ITarXiv:1612.03993v22016
Improving LoRA in Privacy-preserving Federated Learning
Youbang Sun, Zitao Li, Yaliang Li +1
cs.LGcs.CRcs.DCarXiv:2403.12313v12024
NOSA: Native and Offloadable Sparse Attention
Yuxiang Huang, Pengjie Wang, Jicheng Han +9
cs.CLcs.AIcs.LGarXiv:2510.13602v22025
Towards Unbiased BFS Sampling
Maciej Kurant, Athina Markopoulou, Patrick Thiran
cs.SIcs.NIstat.MEarXiv:1102.4599v12011
HalifaxDT: A Wireless Digital Twin from Open Geospatial Data
Alexis Delplace, Xinyi Li, Samer Lahoud +1
cs.NIarXiv:2609.05793v12026
Reference-Free Singing Pitch Correction via Music-Constrained Sequence Editing
Biao Dong, Jiajun Li, Binzhen Zhu +5
cs.SDeess.ASarXiv:2610.11524v12026
Update Disturbance-Resilient Analog ReRAM Crossbar Arrays for In-Memory Deep Learning Accelerators
Wooseok Choi, Tommaso Stecconi, Donato Francesco Falcone +14
cs.ETarXiv:2608.25781v12026
Accelerating Large Language Model Reasoning via Speculative Search
Zhihai Wang, Jie Wang, Jilai Pan +5
cs.CLcs.AIarXiv:2505.02865v22025
Scaling data-driven robotics with reward sketching and batch reinforcement learning
Serkan Cabi, Sergio Gómez Colmenarejo, Alexander Novikov +13
cs.ROcs.LGarXiv:1909.12200v32019
Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection
Zhe Wang, Yanxin Yin, Jianping Shi +3
cs.CVarXiv:1706.04372v12017
Evolving from Tool User to Creator via Training-Free Experience Reuse in Multimodal Reasoning
Xintian Shen, Jiawei Chen, Lihao Zheng +3
cs.AIarXiv:2602.01983v12026
RE-MOVE: An Adaptive Policy Design for Robotic Navigation Tasks in Dynamic Environments via Language-Based Feedback
Souradip Chakraborty, Kasun Weerakoon, Prithvi Poddar +6
cs.ROcs.AIcs.LGarXiv:2303.07622v22023
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation
Dan Xu, Wei Wang, Hao Tang +3
cs.CVarXiv:1803.11029v12018
Fork-dLLM: Avoiding the Flexibility Trap in Diffusion Language Models
Stipe Frković, Metod Jazbec, Christian A. Naesseth
cs.LGarXiv:2609.39859v12026
Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks
Yulong Cao*, Ningfei Wang*, Chaowei Xiao* +6
cs.CRcs.CVcs.LGarXiv:2106.09249v12021
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials
Wonjoong Kim, Sangwu Park, Yeonjun In +2
cs.CVcs.AIcs.CLarXiv:2405.00021v32024
PoEM: Predicting RL Outcomes from Existing Policies
Kimia Hamidieh, Giannis Daras, Antonio Torralba
cs.LGcs.AIcs.CLarXiv:2609.30226v12026
Stop My Dancing! Understanding, Detecting and Attributing Motion-Aware Deepfake Videos
Fazhong Liu, Yan Meng, Tian Dong +2
cs.CVcs.CRarXiv:2610.11496v12026
Semantic Communication for Distributed Spectrum Monitoring over Unreliable Links
Samer Lahoud, Kinda Khawam
cs.NIarXiv:2609.05791v12026
Integrable ${\mathcal PT}$-symmetric local and nonlocal vector nonlinear Schrödinger equations: a unified two-parameter model
Zhenya Yan
nlin.SImath-phmath.AParXiv:1711.09233v12017
Adaptive Local Iterative Filtering for Signal Decomposition and Instantaneous Frequency analysis
Antonio Cicone, Jingfang Liu, Haomin Zhou
math.NAarXiv:1411.6051v32014
Feature Pyramid Networks for Object Detection
Tsung-Yi Lin, Piotr Dollár, Ross Girshick +3
cs.CVarXiv:1612.03144v22016
A Target-Centric Survey of Quantization-Aware Training
Jiamin Song, Mengjie Zhao, Zijing Wang +6
cs.LGarXiv:2608.29667v12026
FDLoRA: Personalized Federated Learning of Large Language Model via Dual LoRA Tuning
Yao Lu, Jiaxing QI, Zhongzhi Luan +4
cs.DCarXiv:2406.07925v22024
UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction
Yuan Yuan, Jingtao Ding, Jie Feng +2
cs.LGarXiv:2402.11838v52024
Quadratic video interpolation
Xiangyu Xu, Li Siyao, Wenxiu Sun +2
cs.CVarXiv:1911.00627v12019
Scaling Vision-Language Models with Sparse Mixture of Experts
Sheng Shen, Zhewei Yao, Chunyuan Li +3
cs.CVcs.CLarXiv:2303.07226v12023
Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations
Valerie Chen, Q. Vera Liao, Jennifer Wortman Vaughan +1
cs.HCcs.AIarXiv:2301.07255v32023
An infinite walk in $\mathbb{N}^{16}$, using only unit steps, with no three collinear points
Jeffrey Shallit
math.COcs.DMarXiv:2609.05780v22026
RL-Guided PAC-NMPC for Probabilistically-Safe Perception-Based Navigation in Unknown Environments
Adam Polevoy, Dillon Capalongo, Katherine Tang +3
cs.ROarXiv:2609.39854v12026
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data
Maurice Weiler, Mario Geiger, Max Welling +2
cs.LGstat.MLarXiv:1807.02547v22018
Malicious URL Detection using Machine Learning: A Survey
Doyen Sahoo, Chenghao Liu, Steven C. H. Hoi
cs.LGcs.CRarXiv:1701.07179v32017
DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search
Kartik Narayan, Yang Xu, Tian Cao +7
cs.CVcs.IRarXiv:2510.12801v12025
Deep Transfer Learning for Person Re-identification
Mengyue Geng, Yaowei Wang, Tao Xiang +1
cs.CVarXiv:1611.05244v22016
Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks
Xiang Li, Xiaolin Hu, Jian Yang
cs.CVarXiv:1905.09646v22019
Nonlinear elliptic homogenization with the parametric Deep Ritz method
Conor Rowan
cs.LGcs.NAmath.NAarXiv:2609.05778v12026
RoboAware: Learning to Coordinate Embodied Skills from Counterfactual Outcomes
Bohan Zhou, Xingbei Chen, Emily Huang +17
cs.ROcs.AIarXiv:2610.11480v12026
GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient Inference
Ali Hadi Zadeh, Isak Edo, Omar Mohamed Awad +1
cs.LGcs.ARstat.MLarXiv:2005.03842v22020
Learning Goal-Oriented Vision-and-Language Navigation with Self-Improving Demonstrations at Scale
Songze Li, Zun Wang, Gengze Zhou +8
cs.CVarXiv:2509.24910v22025
OpenBioRQ: Unsolved Biomedical Research Questions for Agents
Minbyul Jeong
cs.CLarXiv:2606.21959v12026
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
Xianzhi Li, Samuel Chan, Xiaodan Zhu +4
cs.CLcs.AIarXiv:2305.05862v22023
Adaptive Fused Prior Transfer for Controllable Generative Image Compression
Yifei Pei, Ying Liu, Nam Ling
eess.IVcs.CVarXiv:2605.16817v42026
Fast-forwarding quantum algorithms for weakly nonlinear dissipative differential equations and beyond
Yixiang Li, Dong An
quant-phmath.NAarXiv:2608.25822v12026
Better Understanding, Better Fixes? A Study of Hallucination in LLM-based Automated Program Repair
Xuemeng Cai, Jiakun Liu, Linhan Yang +2
cs.SEcs.AIarXiv:2609.04909v12026
Soft Threshold Weight Reparameterization for Learnable Sparsity
Aditya Kusupati, Vivek Ramanujan, Raghav Somani +4
cs.LGcs.CVstat.MLarXiv:2002.03231v92020
TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation
Jie Zhang, Chen Chen, Weiming Zhuang +1
cs.LGcs.AIarXiv:2303.06937v32023
AgriCountDINO: Parameter-Efficient Exemplar-Guided Counting and Localization in Agriculture
Shengjie Guo, Xin Li, Borjana Arsova +2
cs.CVcs.AIarXiv:2609.29460v12026
Learning with Average Precision: Training Image Retrieval with a Listwise Loss
Jerome Revaud, Jon Almazan, Rafael Sampaio de Rezende +1
cs.CVarXiv:1906.07589v12019
LocalLSTC: A Long Short-Term Control Architecture for Locally Deployed GUI Agents
Weiming Li, Helen Paik, Yulei Sui
cs.AIarXiv:2608.25777v12026
EPR Count for Runtime Prediction in Distributed Quantum Computing
Fatih E. Bilgen, Ozgur B. Akan
cs.DCquant-pharXiv:2609.39851v12026
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction
Shun Kiyono, Jun Suzuki, Masato Mita +2
cs.CLarXiv:1909.00502v12019
SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation
Li Yi, Hao Su, Xingwen Guo +1
cs.CVarXiv:1612.00606v12016

Every paper with a summary

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

To understand deep learning we need to understand kernel learning

Verifier-guided discovery of exact high-order mimetic operators with large language models

TreeFI: Value-Aware Statistical Fault Injection for Deep Neural Networks

Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling

OHL-Assisted All-Optical Regenerative Relaying for Pointing-Impaired M-PAM Inter-Satellite Links

SSGAN: Secure Steganography Based on Generative Adversarial Networks

PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation

Design of 5G Full Dimension Massive MIMO Systems

Improving LoRA in Privacy-preserving Federated Learning

NOSA: Native and Offloadable Sparse Attention

Towards Unbiased BFS Sampling

HalifaxDT: A Wireless Digital Twin from Open Geospatial Data

Reference-Free Singing Pitch Correction via Music-Constrained Sequence Editing

Update Disturbance-Resilient Analog ReRAM Crossbar Arrays for In-Memory Deep Learning Accelerators

Accelerating Large Language Model Reasoning via Speculative Search

Scaling data-driven robotics with reward sketching and batch reinforcement learning

Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection

Evolving from Tool User to Creator via Training-Free Experience Reuse in Multimodal Reasoning

RE-MOVE: An Adaptive Policy Design for Robotic Navigation Tasks in Dynamic Environments via Language-Based Feedback

Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation

Fork-dLLM: Avoiding the Flexibility Trap in Diffusion Language Models

Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks

SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials

PoEM: Predicting RL Outcomes from Existing Policies

Stop My Dancing! Understanding, Detecting and Attributing Motion-Aware Deepfake Videos

Semantic Communication for Distributed Spectrum Monitoring over Unreliable Links

Integrable ${\mathcal PT}$-symmetric local and nonlocal vector nonlinear Schrödinger equations: a unified two-parameter model

Adaptive Local Iterative Filtering for Signal Decomposition and Instantaneous Frequency analysis

Feature Pyramid Networks for Object Detection

A Target-Centric Survey of Quantization-Aware Training

FDLoRA: Personalized Federated Learning of Large Language Model via Dual LoRA Tuning

UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction

Quadratic video interpolation

Scaling Vision-Language Models with Sparse Mixture of Experts

Understanding the Role of Human Intuition on Reliance in Human-AI Decision-Making with Explanations

An infinite walk in $\mathbb{N}^{16}$, using only unit steps, with no three collinear points

RL-Guided PAC-NMPC for Probabilistically-Safe Perception-Based Navigation in Unknown Environments

3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data

Malicious URL Detection using Machine Learning: A Survey

DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search

Deep Transfer Learning for Person Re-identification

Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks

Nonlinear elliptic homogenization with the parametric Deep Ritz method

RoboAware: Learning to Coordinate Embodied Skills from Counterfactual Outcomes

GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient Inference

Learning Goal-Oriented Vision-and-Language Navigation with Self-Improving Demonstrations at Scale

OpenBioRQ: Unsolved Biomedical Research Questions for Agents

Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks

Adaptive Fused Prior Transfer for Controllable Generative Image Compression

Fast-forwarding quantum algorithms for weakly nonlinear dissipative differential equations and beyond

Better Understanding, Better Fixes? A Study of Hallucination in LLM-based Automated Program Repair

Soft Threshold Weight Reparameterization for Learnable Sparsity

TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation

AgriCountDINO: Parameter-Efficient Exemplar-Guided Counting and Localization in Agriculture

Learning with Average Precision: Training Image Retrieval with a Listwise Loss

LocalLSTC: A Long Short-Term Control Architecture for Locally Deployed GUI Agents

EPR Count for Runtime Prediction in Distributed Quantum Computing

An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction

SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation