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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32,461 to 32,520 of 119,022

Benefits of depth in neural networks
Matus Telgarsky
cs.LGcs.NEstat.MLarXiv:1602.04485v22016
Bridging Lexical Divergence: LLM-Assisted, Cost-Efficient, Zero-shot Scientific Entity Linking
Md Rasel Khondokar, Qiao Qiao, Farjana Sultana Samia +3
cs.CLarXiv:2609.00228v12026
BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding
Hao Zhang, Yiming Hu, Yong Wang +3
cs.CLarXiv:2606.31315v12026
Ghost-FWL: A Large-Scale Full-Waveform LiDAR Dataset for Ghost Detection and Removal
Kazuma Ikeda, Ryosei Hara, Rokuto Nagata +6
cs.CVarXiv:2603.28224v12026
DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces
Boyan Li, Zhuowen Liang, Yupeng Xie +11
cs.AIarXiv:2608.03451v12026
KVpop -- Key-Value Cache Compression with Predictive Online Pruning
Lukas Hauzenberger, Niklas Schmidinger, Anamaria-Roberta Hartl +5
cs.LGcs.AIarXiv:2607.05061v22026
Beyond Dense Adam States: Adaptive Log-Space Quantization for Memory-Efficient Optimizers
Yan Wang
cs.LGarXiv:2608.22322v22026
Beyond Action Entropy: Quotient-Space Exploration for Genome-Scale Metabolic Model Repair
Xuan Gong, Hanbo Huang, Wenbin Dai +5
cs.LGq-bio.MNarXiv:2610.11627v12026
MultiCube: Compositional 3D Generation With Part-Level Semantic and Spatial Control
Ava Pun, Kangle Deng, Yiheng Zhu +3
cs.GRcs.CVarXiv:2608.20448v12026
The Hilti SLAM Challenge Dataset
Michael Helmberger, Kristian Morin, Beda Berner +3
cs.ROcs.CVarXiv:2109.11316v32021
Do MLLMs Really Understand Low-Resource Khmer Documents? A Pilot Study on Khmer Document VQA
Nimol Thuon, Panhapin Theang
cs.CLcs.AIarXiv:2608.28635v12026
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
Haiyuan Wan, Chen Yang, Junchi Yu +10
cs.AIarXiv:2509.01396v22025
Fix What's Wrong, Keep What's Right: Hallucination Repair for LLM-Based Optimization Modeling
Jiageng Wu, Chao Shen, Zihan Guo +5
cs.SEmath.OCarXiv:2610.12529v12026
DeltaTTG: Training Multi-Turn Agents with a Token-to-Go Progress Meter
Xuyan Ye, Xiyan Fu, Shengda Fan +3
cs.LGcs.AIcs.CLarXiv:2610.17666v12026
AMLworld-Compact: Importance-Weighted Downsampling for Cost-Effective LLM Evaluation and Error Diagnosis
Natapong Nitarach, Phume Ngampornsukswadi, Pittawat Taveekitworachai +3
cs.CLarXiv:2610.13627v12026
ONE CYLinder: A Benchmark for Graph-Based Surrogate Modeling of Unsteady Bluff-Body Flows
Théodore Michel, Antoine Campos, Alban Dujardin +3
physics.flu-dyncs.LGarXiv:2609.08947v12026
EgoNav: Bridging Learned Waypoints and Geometry-Aware Local Control for Robust Indoor Navigation
Jing Wang, Shiqi Zhao, Hairong Qu +1
cs.ROarXiv:2608.25642v12026
From Static Personal Values to Contextualized Personalization: Bayesian Personalized Value Alignment for LLMs
Hanze Guo, Aixuan Song, Jing Yao +4
cs.AIarXiv:2609.28942v12026
The Gaussian Is Enough: Flow-Matching Priors Do Not Help When Fine-Tuning Large Behavior Models
Chen Xu, Rishi Shah, Hadas Kress-Gazit +2
cs.ROcs.AIarXiv:2609.27070v12026
The Neverwhere Visual Parkour Benchmark Suite
Ziyu Chen, Henghui Bao, Haoran Chang +12
cs.ROcs.CVcs.LGarXiv:2609.16443v12026
InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
Yuhang Liu, Pengxiang Li, Congkai Xie +5
cs.AIcs.CLarXiv:2504.14239v12025
RACAS: Controlling Diverse Robots With a Single Agentic System
Dylan R. Ashley, Jan Przepióra, Yimeng Chen +5
cs.ROcs.AIcs.CLarXiv:2603.05621v22026
What Does an LLM-Agent Leaderboard Rank Actually Compare?
Wei-Jung Huang
cs.AIarXiv:2609.07785v12026
Artificial Societies Benchmark: A Validation Framework for Synthetic Research
Edoardo Chidichimo, Min Jun Jung, Felix P. S. Wallis +1
cs.CLarXiv:2609.30030v12026
Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs
Kostia Kudriavtsev, Parvez Rafi, Sha Sundaram
cs.MAcs.IRarXiv:2609.10430v12026
Whose doctor does the AI recommend? An algorithm audit of reputation and demographic signals in large language model-assisted physician choice
Syeda Anshrah Gillani, Mirza Samad Ahmed Baig
cs.CYcs.AIcs.CLarXiv:2608.14399v12026
Improving Vision-language Models with Perception-centric Process Reward Models
Yingqian Min, Kun Zhou, Yifan Li +6
cs.CVarXiv:2604.24583v12026
Talk2Agent: Benchmarking Voice Interfaces for Text Agents
Terumi Chiba, Guangzhi Sun, Zheqi Yuan +1
cs.AIeess.ASarXiv:2609.38867v12026
Quantifying Risk Under Evolving Uncertainty: Belief-Dependent Robustness for Safe Sequential Decision Making
Deep Kumar Ganguly, Jan Kretinsky
cs.AIarXiv:2608.17574v12026
QROB: Quantifying Realization Overhead in Quantum Compilation via Reverse Construction
Jintao Li, Kaiqi Li, Rui Wang +7
quant-phcs.ARarXiv:2609.07776v12026
Beyond the Vacuum: Combinatorial Strategy Selection for Competitor-Aware Generative Engine Optimization
Vaibhav Sourirajan, Yao Zhang, Himanshu Kumar +3
cs.IRarXiv:2608.27631v12026
Deep Learning-Based Gait Recognition Using Smartphones in the Wild
Qin Zou, Yanling Wang, Qian Wang +2
cs.LGeess.SPstat.MLarXiv:1811.00338v32018
AlphaFlow: Understanding and Improving MeanFlow Models
Huijie Zhang, Aliaksandr Siarohin, Willi Menapace +4
cs.CVcs.LGarXiv:2510.20771v12025
Applying weighted PageRank to author citation networks
Ying Ding
cs.DLarXiv:1102.1760v12011
Mask-CNN: Localizing Parts and Selecting Descriptors for Fine-Grained Image Recognition
Xiu-Shen Wei, Chen-Wei Xie, Jianxin Wu
cs.CVarXiv:1605.06878v12016
NOVA: Normal-Side Modeling for Training-Free Zero-Shot Video Anomaly Detection
Wei-Chih Yin, Yun-Ching Kao, Cheng-Kuan Lin +1
cs.CVarXiv:2609.06360v12026
Hardware-oriented Approximation of Convolutional Neural Networks
Philipp Gysel, Mohammad Motamedi, Soheil Ghiasi
cs.CVarXiv:1604.03168v32016
Scaling to Tens of Thousands of Test-Time Iterations with Loop-Native Attention Residuals
Pengxiang Li, Dilxat Muhtar, Di He +3
cs.AIarXiv:2610.11570v12026
Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition
Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella +1
cs.NEcs.AIarXiv:1003.0358v12010
NP-Hardness of Minimizing Neurons in Two-Hidden-Layer ReLU Neural Networks
Sangrock Lee
cs.LGarXiv:2610.11313v12026
Converse and Collision-Based Achievability for Node Localization with Hybrid Distance-Spectral Graph Positional Encodings
Zimo Yan, Yifan Li, Hao Li +4
cs.LGarXiv:2608.30152v12026
Emergent Charging Coordination in Electric Delivery Fleets
Javier Vales-Alonso, Juan J. Alcaraz
cs.LGcs.MAcs.NEarXiv:2609.07689v12026
Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines
Deng Quan
cs.ROarXiv:2608.28697v12026
Evaluating and Mitigating Anti-LGBTQ Biases in German and Multilingual Language Models
Melina Morch, Daniel Braun
cs.CLcs.AIarXiv:2608.30884v12026
LatentPort: Beyond KV Cache - Cross-Model Transfer of Recurrent Memory in Hybrid Language Models: A 4B-to-9B Hybrid-State Handoff Without Target Prefix Replay
Simon P. Villani
cs.CLcs.AIarXiv:2609.25053v12026
AVSD: Adaptive-View Self-Distillation by Balancing Consensus and Teacher-Specific Privileged Signals
Duy Nguyen, Hanqi Xiao, Archiki Prasad +7
cs.LGcs.AIcs.CLarXiv:2605.20643v12026
Directly Fine-Tuning Diffusion Models on Differentiable Rewards
Kevin Clark, Paul Vicol, Kevin Swersky +1
cs.CVcs.LGarXiv:2309.17400v22023
Robust Sparse Analysis Regularization
Samuel Vaiter, Gabriel Peyré, Charles Dossal +1
cs.ITmath.ITarXiv:1109.6222v52011
Evidential Domain Adaptation for Remaining Useful Life Prediction with Incomplete Degradation
Yubo Hou, Mohamed Ragab, Yucheng Wang +5
cs.LGcs.AIarXiv:2603.15687v12026
VaaWIT: Visual-Aware Adaptation of Large Language Models for Multilingual Web Image Translation
Bo Li, Ronghao Chen, Ningyuan Deng +3
cs.CVcs.AIarXiv:2605.24675v12026
Knowledge Graph-Guided Retrieval Augmented Generation
Xiangrong Zhu, Yuexiang Xie, Yi Liu +2
cs.CLcs.AIarXiv:2502.06864v12025
Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning
Fangxu Yu, Tao Feng, Dehai Min +6
cs.SDcs.CLarXiv:2608.02831v12026
The Accuracy-Efficiency Paradox Quantifying Net Energy Loss in on-Device Energy Forecasting
Jaeik Jeong, Tai-Yeon Ku, Wan-Ki Park
cs.AIarXiv:2608.26134v12026
EmbodiedSkills: A Unified Framework for Orchestrating, Training, and Deploying VLA Agents
Wei Wang, Wenqiao Zhang, Yutong Lin +14
cs.ROcs.AIarXiv:2609.01281v12026
Cova-PINN: Cross-Domain Conservation Physics-Informed Neural Network for Fluid-Solid Conjugate Heat Transfer in Complex Geometries
Weizheng Zhang, Xunjie Xie, Hao Pan +1
cs.LGphysics.flu-dynarXiv:2610.11108v12026
Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment
Chelsea Barabas, Karthik Dinakar, Joichi Ito +2
cs.LGcs.CYstat.AParXiv:1712.08238v22017
JLD: Perceptual Distance Through A Jacobian Lens
Shreshth Saini, Balu Adsumilli, Alan C. Bovik
cs.CVcs.AIarXiv:2610.05967v12026
Quanta: A Self-Contained Python Library for Hybrid Retrieval over Quantised Embeddings, Lexical Indexes, and Knowledge Graphs
Ioannis E. Livieris
cs.IRcs.AIarXiv:2609.18248v12026
Joint Branch-Space Transform Coding for Diffusion Activation Quantization with Classifier-Free Guidance
Mingrun Jiang, Yuejia Liu, Zishan Shao +11
cs.CVstat.MLarXiv:2610.00930v12026
High-probability guarantees for linear accessibility in feature superposition
Enrico Vompa
stat.MLcs.AIcs.IRarXiv:2609.09556v12026

Every paper with a summary

Benefits of depth in neural networks

Bridging Lexical Divergence: LLM-Assisted, Cost-Efficient, Zero-shot Scientific Entity Linking

BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding

Ghost-FWL: A Large-Scale Full-Waveform LiDAR Dataset for Ghost Detection and Removal

DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces

KVpop -- Key-Value Cache Compression with Predictive Online Pruning

Beyond Dense Adam States: Adaptive Log-Space Quantization for Memory-Efficient Optimizers

Beyond Action Entropy: Quotient-Space Exploration for Genome-Scale Metabolic Model Repair

MultiCube: Compositional 3D Generation With Part-Level Semantic and Spatial Control

The Hilti SLAM Challenge Dataset

Do MLLMs Really Understand Low-Resource Khmer Documents? A Pilot Study on Khmer Document VQA

DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks

Fix What's Wrong, Keep What's Right: Hallucination Repair for LLM-Based Optimization Modeling

DeltaTTG: Training Multi-Turn Agents with a Token-to-Go Progress Meter

AMLworld-Compact: Importance-Weighted Downsampling for Cost-Effective LLM Evaluation and Error Diagnosis

ONE CYLinder: A Benchmark for Graph-Based Surrogate Modeling of Unsteady Bluff-Body Flows

EgoNav: Bridging Learned Waypoints and Geometry-Aware Local Control for Robust Indoor Navigation

From Static Personal Values to Contextualized Personalization: Bayesian Personalized Value Alignment for LLMs

The Gaussian Is Enough: Flow-Matching Priors Do Not Help When Fine-Tuning Large Behavior Models

The Neverwhere Visual Parkour Benchmark Suite

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners

RACAS: Controlling Diverse Robots With a Single Agentic System

What Does an LLM-Agent Leaderboard Rank Actually Compare?

Artificial Societies Benchmark: A Validation Framework for Synthetic Research

Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs

Whose doctor does the AI recommend? An algorithm audit of reputation and demographic signals in large language model-assisted physician choice

Improving Vision-language Models with Perception-centric Process Reward Models

Talk2Agent: Benchmarking Voice Interfaces for Text Agents

Quantifying Risk Under Evolving Uncertainty: Belief-Dependent Robustness for Safe Sequential Decision Making

QROB: Quantifying Realization Overhead in Quantum Compilation via Reverse Construction

Beyond the Vacuum: Combinatorial Strategy Selection for Competitor-Aware Generative Engine Optimization

Deep Learning-Based Gait Recognition Using Smartphones in the Wild

AlphaFlow: Understanding and Improving MeanFlow Models

Applying weighted PageRank to author citation networks

Mask-CNN: Localizing Parts and Selecting Descriptors for Fine-Grained Image Recognition

NOVA: Normal-Side Modeling for Training-Free Zero-Shot Video Anomaly Detection

Hardware-oriented Approximation of Convolutional Neural Networks

Scaling to Tens of Thousands of Test-Time Iterations with Loop-Native Attention Residuals

Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition

NP-Hardness of Minimizing Neurons in Two-Hidden-Layer ReLU Neural Networks

Converse and Collision-Based Achievability for Node Localization with Hybrid Distance-Spectral Graph Positional Encodings

Emergent Charging Coordination in Electric Delivery Fleets

Multi-Group Pipe Routing under Permanent Geometric Occupancy: Problem, Benchmark, and Classical Baselines

Evaluating and Mitigating Anti-LGBTQ Biases in German and Multilingual Language Models

LatentPort: Beyond KV Cache - Cross-Model Transfer of Recurrent Memory in Hybrid Language Models: A 4B-to-9B Hybrid-State Handoff Without Target Prefix Replay

AVSD: Adaptive-View Self-Distillation by Balancing Consensus and Teacher-Specific Privileged Signals

Directly Fine-Tuning Diffusion Models on Differentiable Rewards

Robust Sparse Analysis Regularization

Evidential Domain Adaptation for Remaining Useful Life Prediction with Incomplete Degradation

VaaWIT: Visual-Aware Adaptation of Large Language Models for Multilingual Web Image Translation

Knowledge Graph-Guided Retrieval Augmented Generation

Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning

The Accuracy-Efficiency Paradox Quantifying Net Energy Loss in on-Device Energy Forecasting

EmbodiedSkills: A Unified Framework for Orchestrating, Training, and Deploying VLA Agents

Cova-PINN: Cross-Domain Conservation Physics-Informed Neural Network for Fluid-Solid Conjugate Heat Transfer in Complex Geometries

Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment

JLD: Perceptual Distance Through A Jacobian Lens

Quanta: A Self-Contained Python Library for Hybrid Retrieval over Quantised Embeddings, Lexical Indexes, and Knowledge Graphs

Joint Branch-Space Transform Coding for Diffusion Activation Quantization with Classifier-Free Guidance

High-probability guarantees for linear accessibility in feature superposition