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.

Search paper metadata (including unsummarized papers)

23,461 to 23,520 of 61,393

Symmetry-Compatible Principle for Optimizer Design: Embeddings, LM Heads, SwiGLU MLPs, and MoE Routers
Tim Tsz-Kit Lau, Weijie Su
math.OCcs.AIcs.LGarXiv:2605.18106v42026
Same Architecture, Different Capacity: Optimizer-Induced Spectral Scaling Laws
Nandan Kumar Jha, Brandon Reagen
cs.LGarXiv:2605.21803v12026
Diversed Model Discovery via Structured Table Discovery
Zhengyuan Dong, Renée J. Miller
cs.IRarXiv:2605.22766v12026
The Distillation Game: Adaptive Attacks & Efficient Defenses
Youssef Allouah, Mahdi Haghifam, Sanmi Koyejo +1
cs.LGcs.AIarXiv:2605.22737v32026
OCTOPUS: Optimized KV Cache for Transformers via Octahedral Parametrization Under optimal Squared error quantization
Mark Boss, Vikram Voleti, Simon Donné +1
cs.LGcs.AIarXiv:2605.21226v12026
optimize_anything: A Universal API for Optimizing any Text Parameter
Lakshya A Agrawal, Donghyun Lee, Shangyin Tan +11
cs.CLcs.AIcs.LGarXiv:2605.19633v12026
Locality and Availability in Distributed Storage
Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis +1
cs.ITarXiv:1402.2011v12014
Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction
Chaoqun He, Mingyang Xiang, Yingjing Xu +5
cs.CVarXiv:2605.17360v22026
KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration
Ruicheng Zhang, Kaixi Cong, Jun Zhou +5
cs.CVarXiv:2605.14278v12026
CM-EVS: Sparse Panoramic RGB-D-Pose Data for Complete Scene Coverage
Jiale Liu, Jungang Li, Jieming Yu +13
cs.CVcs.GRcs.LGarXiv:2605.15597v12026
Ethical Hyper-Velocity (EHV): A Hardware-Rooted Zero-Trust Runtime Enforcement Architecture for Agentic AI Systems
Riddhi Mohan Sharma
cs.AIcs.LOarXiv:2605.17909v22026
Summaries:한국어
Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR
Chanuk Lee, Sangwoo Park, Minki Kang +1
cs.AIcs.CLarXiv:2605.15726v12026
RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data
Harold Haodong Chen, Sirui Chen, Yingjie Xu +2
cs.ROcs.CVarXiv:2605.13775v12026
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution
Saisab Sadhu, Pratinav Seth, Vinay Kumar Sankarapu
cs.LGcs.CLcs.ETarXiv:2605.15138v12026
HodgeCover: Higher-Order Topological Coverage Drives Compression of Sparse Mixture-of-Experts
Tao Zhong, Dongzhe Zheng, Christine Allen-Blanchette
cs.LGcs.AIcs.CLarXiv:2605.13997v12026
Crosslingual On-Policy Self-Distillation for Multilingual Reasoning
Yihong Liu, Raoyuan Zhao, Michael A. Hedderich +1
cs.CLarXiv:2605.09548v12026
Summaries:한국어
Holder Policy Optimisation
Yuxiang Chen, Dingli Liang, Yihang Chen +8
cs.LGcs.AIarXiv:2605.12058v22026
Reliable Chain-of-Thought via Prefix Consistency
Naoto Iwase, Yuki Ichihara, Mohammad Atif Quamar +1
stat.MLcs.CLcs.LGarXiv:2605.07654v12026
Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training
Yuanyi Wang, Yifan Yang, Su Lu +9
cs.LGcs.ITarXiv:2605.09608v12026
VidSplat: Gaussian Splatting Reconstruction with Geometry-Guided Video Diffusion Priors
Jimin Tang, Wenyuan Zhang, Junsheng Zhou +5
cs.CVarXiv:2605.11424v12026
Pixal3D: Pixel-Aligned 3D Generation from Images
Dong-Yang Li, Wang Zhao, Yuxin Chen +5
cs.CVarXiv:2605.10922v12026
From Participatory Sensing to Mobile Crowd Sensing
Bin Guo, Zhiwen Yu, Daqing Zhang +1
cs.HCcs.CYarXiv:1401.3090v12014
G-Zero: Self-Play for Open-Ended Generation from Zero Data
Chengsong Huang, Haolin Liu, Tong Zheng +7
cs.LGcs.AIcs.CLarXiv:2605.09959v12026
Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding
Zhiqin Yang, Yuhan Liu, Jingwen Fu +4
cs.AIarXiv:2605.09271v12026
Multi-Step-Ahead Time Series Prediction using Multiple-Output Support Vector Regression
Yukun Bao, Tao Xiong, Zhongyi Hu
cs.LGstat.MLarXiv:1401.2504v12014
EX-FIQA: Leveraging Intermediate Early eXit Representations from Vision Transformers for Face Image Quality Assessment
Guray Ozgur, Tahar Chettaoui, Eduarda Caldeira +4
cs.CVeess.IVarXiv:2604.22842v12026
A discretization-free sparse and parametric approach for linear array signal processing
Zai Yang, Lihua Xie, Cishen Zhang
cs.ITarXiv:1312.7695v22013
PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors
Xinmiao Huang, Jinwei Hu, Rajarshi Roy +3
cs.AIarXiv:2605.06455v12026
Sub-JEPA: Subspace Gaussian Regularization for Stable End-to-End World Models
Kai Zhao, Dongliang Nie, Yuchen Lin +4
cs.LGcs.AIarXiv:2605.09241v12026
Rethinking State Tracking in Recurrent Models Through Error Control Dynamics
Jiwan Chung, Heechan Choi, Seon Joo Kim
cs.LGcs.CLarXiv:2605.07755v12026
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers
Pengqi Lu
cs.LGcs.CVarXiv:2605.06169v12026
AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning
Haotian Zhao, Songlin Zhou, Yuxin Zhang +9
cs.AIarXiv:2605.00425v32026
Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control
Bolian Li, Yifan Wang, Yi Ding +3
cs.LGcs.CLstat.MLarXiv:2604.26326v22026
KinDER: A Physical Reasoning Benchmark for Robot Learning and Planning
Yixuan Huang, Bowen Li, Vaibhav Saxena +9
cs.ROarXiv:2604.25788v22026
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis
Zhisong Qiu, Shuofei Qiao, Kewei Xu +4
cs.CLcs.AIcs.CEarXiv:2604.24198v22026
Sample Selection Using Multi-Task Autoencoders in Federated Learning with Non-IID Data
Emre Ardıç, Yakup Genç
cs.CVcs.LGarXiv:2604.26116v12026
Spatial and Spatio-Temporal Log-Gaussian Cox Processes: Extending the Geostatistical Paradigm
Peter J. Diggle, Paula Moraga, Barry Rowlingson +1
stat.MEarXiv:1312.6536v12013
R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL
Hojae Han, Yeonseok Jeong, Seung-won Hwang +2
cs.SEcs.AIcs.CLarXiv:2604.25325v12026
Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents
Seyed Moein Abtahi, Rasa Rahnema, Hetkumar Patel +3
cs.AIarXiv:2604.22085v12026
Convergent Evolution: How Different Language Models Learn Similar Number Representations
Deqing Fu, Tianyi Zhou, Mikhail Belkin +2
cs.CLcs.AIcs.LGarXiv:2604.20817v22026
On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability
Yongkang Li, Panagiotis Eustratiadis, Yixing Fan +1
cs.IRcs.CLarXiv:2604.16576v12026
CanViT: Toward Active-Vision Foundation Models
Yohaï-Eliel Berreby, Sabrina Du, Audrey Durand +1
cs.CVarXiv:2603.22570v22026
DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off
Xiaofan Li, Ming Yang, Zhiyuan Ma +9
cs.LGarXiv:2604.13902v12026
Elucidating the SNR-t Bias of Diffusion Probabilistic Models
Meng Yu, Lei Sun, Jianhao Zeng +2
cs.CVarXiv:2604.16044v12026
Bilinear Generalized Approximate Message Passing
Jason T. Parker, Philip Schniter, Volkan Cevher
cs.ITarXiv:1310.2632v32013
Reinforcement Learning via Value Gradient Flow
Haoran Xu, Kaiwen Hu, Somayeh Sojoudi +1
cs.LGcs.AIarXiv:2604.14265v12026
SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding
Luoyi Sun, Xiao Zhou, Zeqian Li +3
cs.SDcs.MMarXiv:2604.13023v22026
Consistency of spectral clustering in stochastic block models
Jing Lei, Alessandro Rinaldo
math.STstat.MLarXiv:1312.2050v32013
ROSE: An Intent-Centered Evaluation Metric for NL2SQL
Wenqi Pei, Shizheng Hou, Boyan Li +3
cs.DBcs.AIarXiv:2604.12988v12026
Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation
Yecheng Wu, Song Han, Hai Cai
cs.LGcs.AIarXiv:2604.13010v22026
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models
Li Sun, Zhenhao Huang, Silei Chen +4
cs.LGarXiv:2603.00618v12026
Steered LLM Activations are Non-Surjective
Aayush Mishra, Daniel Khashabi, Anqi Liu
cs.AIcs.LGarXiv:2604.09839v22026
Tunable Soft Equivariance with Guarantees
Md Ashiqur Rahman, Lim Jun Hao, Jeremiah Jiang +2
cs.CVcs.LGarXiv:2603.26657v12026
RewardFlow: Generate Images by Optimizing What You Reward
Onkar Susladkar, Dong-Hwan Jang, Tushar Prakash +7
cs.CVcs.AIarXiv:2604.08536v12026
$p1$: Better Prompt Optimization with Fewer Prompts
Zhaolin Gao, Yu, Wang +4
cs.LGcs.CLarXiv:2604.08801v12026
FIT: A Large-Scale Dataset for Fit-Aware Virtual Try-On
Johanna Karras, Yuanhao Wang, Yingwei Li +1
cs.CVcs.GRarXiv:2604.08526v12026
In-Band Full-Duplex Wireless: Challenges and Opportunities
Ashutosh Sabharwal, Philip Schniter, Dongning Guo +3
cs.ITarXiv:1311.0456v32013
Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling
Yongchang Hao, Lili Mou
cs.LGcs.AImath.OCarXiv:2604.04987v12026
Routes for breaching and protecting genetic privacy
Yaniv Erlich, Arvind Narayanan
q-bio.GNcs.CRstat.AParXiv:1310.3197v12013
Learning to Hint for Reinforcement Learning
Yu Xia, Canwen Xu, Zhewei Yao +2
cs.LGcs.AIcs.CLarXiv:2604.00698v12026

Every paper with a summary

Symmetry-Compatible Principle for Optimizer Design: Embeddings, LM Heads, SwiGLU MLPs, and MoE Routers

Same Architecture, Different Capacity: Optimizer-Induced Spectral Scaling Laws

Diversed Model Discovery via Structured Table Discovery

The Distillation Game: Adaptive Attacks & Efficient Defenses

OCTOPUS: Optimized KV Cache for Transformers via Octahedral Parametrization Under optimal Squared error quantization

optimize_anything: A Universal API for Optimizing any Text Parameter

Locality and Availability in Distributed Storage

Omni-DuplexEval: Evaluating Real-time Duplex Omni-modal Interaction

KVPO: ODE-Native GRPO for Autoregressive Video Alignment via KV Semantic Exploration

CM-EVS: Sparse Panoramic RGB-D-Pose Data for Complete Scene Coverage

Ethical Hyper-Velocity (EHV): A Hardware-Rooted Zero-Trust Runtime Enforcement Architecture for Agentic AI Systems

Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data

Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution

HodgeCover: Higher-Order Topological Coverage Drives Compression of Sparse Mixture-of-Experts

Crosslingual On-Policy Self-Distillation for Multilingual Reasoning

Holder Policy Optimisation

Reliable Chain-of-Thought via Prefix Consistency

Geometry Conflict: Explaining and Controlling Forgetting in LLM Continual Post-Training

VidSplat: Gaussian Splatting Reconstruction with Geometry-Guided Video Diffusion Priors

Pixal3D: Pixel-Aligned 3D Generation from Images

From Participatory Sensing to Mobile Crowd Sensing

G-Zero: Self-Play for Open-Ended Generation from Zero Data

Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding

Multi-Step-Ahead Time Series Prediction using Multiple-Output Support Vector Regression

EX-FIQA: Leveraging Intermediate Early eXit Representations from Vision Transformers for Face Image Quality Assessment

A discretization-free sparse and parametric approach for linear array signal processing

PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors

Sub-JEPA: Subspace Gaussian Regularization for Stable End-to-End World Models

Rethinking State Tracking in Recurrent Models Through Error Control Dynamics

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

AEM: Adaptive Entropy Modulation for Multi-Turn Agentic Reinforcement Learning

Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control

KinDER: A Physical Reasoning Benchmark for Robot Learning and Planning

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis

Sample Selection Using Multi-Task Autoencoders in Federated Learning with Non-IID Data

Spatial and Spatio-Temporal Log-Gaussian Cox Processes: Extending the Geostatistical Paradigm

R$^3$-SQL: Ranking Reward and Resampling for Text-to-SQL

Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents

Convergent Evolution: How Different Language Models Learn Similar Number Representations

On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability

CanViT: Toward Active-Vision Foundation Models

DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off

Elucidating the SNR-t Bias of Diffusion Probabilistic Models

Bilinear Generalized Approximate Message Passing

Reinforcement Learning via Value Gradient Flow

SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding

Consistency of spectral clustering in stochastic block models

ROSE: An Intent-Centered Evaluation Metric for NL2SQL

Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation

Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models

Steered LLM Activations are Non-Surjective

Tunable Soft Equivariance with Guarantees

RewardFlow: Generate Images by Optimizing What You Reward

$p1$: Better Prompt Optimization with Fewer Prompts

FIT: A Large-Scale Dataset for Fit-Aware Virtual Try-On

In-Band Full-Duplex Wireless: Challenges and Opportunities

Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling

Routes for breaching and protecting genetic privacy

Learning to Hint for Reinforcement Learning