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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61,081 to 61,140 of 61,210

Deep Residual Learning for Image Recognition
Authors unavailable
arXiv:1512.03385v1
Summaries:한국어
ADAM: A METHOD FOR STOCHASTIC OPTIMIZATION
Authors unavailable
arXiv:1412.6980v9
Summaries:한국어 日本語
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger, Philipp Fischer, Thomas Brox
cs.CVarXiv:1505.04597v12015
Summaries:한국어
Context Aware AI Assistant and AR Interface for Lunar Extravehicular Activity (EVA) Procedural Guidance
Rodrigo Gallardo, Qilmeg Doudatcz, Ganit Goldstein +7
cs.HCcs.AIarXiv:2608.13589v12026
Summaries:한국어
A Survey of Large Models in Sports
Yichen Xu, Jianzhe Ma, Chuhan Wang +4
cs.CLcs.CVarXiv:2608.14377v12026
Repair, Not Improvement: Decomposing Constrained Decoding in Tool-Call Abstention
Janghoon Lee
cs.CLarXiv:2608.13959v12026
Agentao: A Governed Local-First Runtime for Tool-Using LLM Agents
Bo Jin, Qiang Jiao, Xin Tong
cs.AIcs.MAarXiv:2608.13574v12026
Regime-Conditional Verification: Correctness Estimation for Adapting and Monitoring Safety Classifiers
Thiago Sandoval, Ufuk Topcu
cs.AIcs.CLcs.CRarXiv:2608.14089v12026
Depth-Aware Sensitivity Analysis of Mixture-of-Experts Models via Magnitude-Based Expert Masking
Pradeep Kumar Sharma, Shantanu Godbole, Hritvik Shrivastava
cs.AIarXiv:2608.13565v12026
CForce: Boosting Parallel Decoding for dLLMs via Consistency Forcing
Yuji Ren, Chenkai Xu, Zhuocheng Gong +2
cs.LGcs.AIcs.CLarXiv:2608.13925v12026
Inducing Reward-Free Judging Rubrics that Reduce Over-Crediting in Agent Evaluation
Darragh Quinn, David Dylan, Roisin Healy +3
cs.AIarXiv:2608.13564v12026
Don't Claim Benchmark-Oriented Optimization Improves General Coding Capability -- Diverse Evaluation Is Required
Egor Shibaev, Vera Kudrevskaia, Timur Galimzyanov +9
cs.LGcs.AIcs.SEarXiv:2608.13566v12026
When Denoising Hurts: Rethinking the Terminal Step of Diffusion Time Series Forecasters -- Extended Version
Dat Nguyen-Cong, Luong Tran, Tung Kieu
cs.LGarXiv:2608.14067v12026
Simulation-Driven Vehicular Traffic Data Augmentation: Extending Sensor Coverage Through Virtual Sensing
Davide Andrea Guastella, Eladio Montero Porras, Evangelos Pournaras +1
cs.AIarXiv:2608.13993v12026
Think in Latent, Explain in Language: Self-Explainable Latent Reasoning
Dayuan Zhao, Shengcao Cao, Yu-Xiong Wang +1
cs.CLcs.AIcs.LGarXiv:2608.13570v12026
ASSERT: A Measurement Pipeline for GenAI Audits
Riccardo Fogliato, Abhinav Palia, Xiawei Wang +11
cs.CLcs.AIcs.CYarXiv:2608.13840v12026
Reinforcement Learning-Based Production Scheduling in an Industry-Based Coating Scenario Using the Digital Model Playground
Arne Kröger, Ralf Buschermöhle, Wilhelm Hasselbring +1
cs.AIarXiv:2608.14122v12026
Nanbeige4.2-3B on Apple Silicon: Fixing Deployment Bugs and Decreasing Looped Transformer Memory Overhead
John T. Halloran
cs.AIcs.LGarXiv:2608.13987v12026
Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems
Heming Fu, Shan Lin, Qianqian Xie +1
cs.CLcs.AIarXiv:2608.13571v12026
Concept Guidance: Precise, Training-Free Latent Control for Text-to-Image Generation
Nikolai Röhrich, Isabell Hans, Felix Krause +1
cs.CVcs.AIcs.LGarXiv:2608.14172v12026
From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs
Yuanhe Zhang, Weiliu Wang, Jie Ren +7
cs.SDcs.AIarXiv:2608.09158v12026
Bootstrapping Niche Multilingual Code Translation via Reinforcement Learning with Execution-Based Verifiable Supervision
Kouki Yuki, Jie Zeng, Kyoko Ogawa +6
cs.CLarXiv:2608.13854v12026
Overcoming Shortcut Learning in Graph Neural Networks through Active Explanation Guidance
Taraneh Younesian, Steve Azzolin, Antonio Longa +3
cs.LGcs.AIarXiv:2608.14121v12026
Interactive Analysis of Global Explanations using Aggregated Class Activation Maps for Network Data
Igor Cherepanov, David Sessler, Alex Ulmer +3
cs.HCcs.AIcs.LGarXiv:2608.13575v12026
When Does More Correct Data Hurt? Insertion-Stability and the Limits of Dimension-Based Theory
Joseph Sankoorikal Johny
cs.LGstat.MLarXiv:2608.14020v12026
Content Depth Matters in Short-Video Recommendation: Rethinking the Attention Economy
Liwei Deng, Jing Jiang, Zhiwei Li +2
cs.AIcs.IRarXiv:2608.13990v12026
Adversarial Learning of Classifier-Free Guidance Schedules
Ashwini Pokle, Alexandre Galashov, Arnaud Doucet +2
cs.LGarXiv:2608.14038v12026
Training Fair Tabular Foundation Models
Patrik Kenfack, Jesse C. Cresswell, Anthony L. Caterini +2
cs.LGcs.AIarXiv:2608.14211v12026
BCMT: Blockwise Causal Memory Transformer
Rachid Arezki
cs.CLcs.AIcs.LGarXiv:2608.13578v12026
Hybrid Quantum-inspired Kolmogorov-Arnold Networks for Privacy-Aware Federated Biosignal Learning
Chun-Hua Lin, Samuel Yen-Chi Chen, Yu-Chao Hsu +7
cs.LGcs.AIcs.DCarXiv:2608.13914v12026
From Prediction to Intervention: Personalized Meal-Level Glucose Regulation via an LLM Agent
Mingyu Huang, Weiqing Min, Ying Jin +2
cs.HCcs.AIcs.LGarXiv:2608.13581v12026
S2Dialog: Multimodal Dialogue Retrieval with Semantic and Acoustic-Style Modeling
Xueqi Wang, Zhigang Wang, Runqing Zhang +2
cs.CLarXiv:2608.14029v12026
HAM-RAG: Hierarchy-Aware Multimodal RAG for Structure-Faithful Interleaved Generation
Yin Li, Ziyang Hu, Zhiyu Guo +7
cs.IRcs.AIarXiv:2608.14032v12026
Adaptive Protection for Evolutionary Feature Construction in Symbolic Regression with Application to Credit Classification
Hengzhe Zhang, Qi Chen, Bing Xue +3
cs.LGcs.NEarXiv:2608.14209v12026
Amplified Does Not Mean Predictive: Reasoning Behaviors in Thinking Models
Jean de Dieu Nyandwi, Leena Mathur, Yonatan Bisk +2
cs.CLcs.AIcs.CVarXiv:2608.13760v12026
Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence
Brian Wang, Bin Feng, Xiaoman Pan +26
cs.AIarXiv:2608.11341v12026
Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review
Joel Abenhaim
cs.SEcs.AIarXiv:2608.12440v12026
TailBooster: A Dual-Layer Generative Framework for Extreme Value Augmentation with Operational Validity Enforcement
Karim Aly, Alexei Sharpanskykh, Jacco Hoekstra
cs.LGcs.AIarXiv:2608.11951v12026
Who Speaks Matters: Authority-Aware Multi-View RAG over Italian Parliamentary Proceedings
Mirko Tritella, Riccardo Pozzi, Matteo Palmonari
cs.AIarXiv:2608.13410v12026
AVE-Compass: Towards Holistic Evaluation for Audio-Video Editing Abilities
Yuqing Wen, Yukai Huang, Qianqian Xie +6
cs.MMcs.CVcs.SDarXiv:2607.24821v12026
SPARGen: Unifying Spatial Perception and Reasoning through Native Multimodal Generation
Jinsheng Quan, Jianhua Li, Siyi Xie +7
cs.CVcs.AIarXiv:2608.14138v12026
Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors
Akira Okutomi
cs.AIcs.CLarXiv:2608.13591v12026
AI Evaluation Should Work With Humans
Jan Kulveit, Gavin Leech, Tomáš Gavenčiak +1
cs.AIcs.LGarXiv:2608.13577v12026
DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data
Peter Schneider-Kamp, Jacob Nielsen, Gianluca Barmina +2
cs.CLcs.AIarXiv:2608.13517v12026
A Pathway to General-Purpose Scientific AI: Multimodal Comprehension of Scientific Images
Jennifer D'Souza, Fahad Ahmed, Cecilia Andrea Bustamante Andrade +9
cs.AIcs.CVcs.DLarXiv:2608.14075v12026
Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence
Xuanle Zhao, Qiushi Sun, Jingyu Xiao +16
cs.CLarXiv:2606.15932v22026
Summaries:한국어
RibAssist 3D: Biplanar Rib-Fracture Detection, Addressing, and Selective 3D Localization from CT-Derived Projections
Kabila Haile Soboka
cs.CVarXiv:2608.06914v22026
UniWorld-View: Large-Baseline View Synthesis via Video Diffusion Models
Haiyang Zhou, Wangbo Yu, Chaoran Feng +3
cs.CVarXiv:2608.04701v12026
GigaWorld-1: A Roadmap to Build World Models for Robot Policy Evaluation
GigaWorld Team, Angyuan Ma, Boyuan Wang +24
cs.ROarXiv:2607.02642v12026
OPSD-V: On-Policy Self-Distillation for Post-Training Few-Step Autoregressive Video Generators
Hongyu Liu, Chun Wang, Feng Gao +6
cs.CVarXiv:2607.08766v12026
OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching
Can Xiao, Sukmin Cho, Junbong We +7
cs.DCarXiv:2608.08097v12026
Knowledge-guided Pattern Discovery via Coupled Tensor Factorizations
Gaute Johannessen, Geert Roelof van der Ploeg, Evrim Acar
cs.LGarXiv:2608.13234v12026
Improved Large Language Diffusion Models
Shen Nie, Qiyang Min, Shaoxuan Xu +7
cs.CLcs.AIcs.LGarXiv:2606.25331v12026
HelloWorld: Enabling Socially Interactive Characters in Video World Models
Liangyang Ouyang, Ruicong Liu, Xuangeng Chu +2
cs.CVarXiv:2608.05070v12026
Scalable Visual Pretraining for Language Intelligence
Yiming Zhang, Zhonghan Zhao, Wenwei Zhang +14
cs.CVcs.AIcs.MMarXiv:2607.09657v22026
LATO.2: Factorized 3D Mesh Generation with Vertex and Topology Flow
Hang Long, Tianhao Zhao, Junkai Lin +8
cs.GRcs.CVarXiv:2607.10623v22026
Video Generation Models are General-Purpose Vision Learners
Letian Wang, Chuhan Zhang, Rishabh Kabra +9
cs.CVcs.AIarXiv:2607.09024v12026
InfiniSplat: Implicit Gaussian Decoding for Large-Baseline Monocular View Synthesis
Jiawei Wang, Hao Yu, Yongzhen Hu +7
cs.CVarXiv:2608.02437v22026
Self-Supervised Visual On-Policy Distillation
Yijiang Li, Yijun Liang, Yunjie Tian +6
cs.CVcs.AIarXiv:2608.14144v12026
Summaries:한국어
Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models
Kaiwen Zheng, Guande He, Min Zhao +7
cs.CVcs.LGarXiv:2606.25473v12026

Every paper with a summary

Deep Residual Learning for Image Recognition

ADAM: A METHOD FOR STOCHASTIC OPTIMIZATION

U-Net: Convolutional Networks for Biomedical Image Segmentation

Context Aware AI Assistant and AR Interface for Lunar Extravehicular Activity (EVA) Procedural Guidance

A Survey of Large Models in Sports

Repair, Not Improvement: Decomposing Constrained Decoding in Tool-Call Abstention

Agentao: A Governed Local-First Runtime for Tool-Using LLM Agents

Regime-Conditional Verification: Correctness Estimation for Adapting and Monitoring Safety Classifiers

Depth-Aware Sensitivity Analysis of Mixture-of-Experts Models via Magnitude-Based Expert Masking

CForce: Boosting Parallel Decoding for dLLMs via Consistency Forcing

Inducing Reward-Free Judging Rubrics that Reduce Over-Crediting in Agent Evaluation

Don't Claim Benchmark-Oriented Optimization Improves General Coding Capability -- Diverse Evaluation Is Required

When Denoising Hurts: Rethinking the Terminal Step of Diffusion Time Series Forecasters -- Extended Version

Simulation-Driven Vehicular Traffic Data Augmentation: Extending Sensor Coverage Through Virtual Sensing

Think in Latent, Explain in Language: Self-Explainable Latent Reasoning

ASSERT: A Measurement Pipeline for GenAI Audits

Reinforcement Learning-Based Production Scheduling in an Industry-Based Coating Scenario Using the Digital Model Playground

Nanbeige4.2-3B on Apple Silicon: Fixing Deployment Bugs and Decreasing Looped Transformer Memory Overhead

Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems

Concept Guidance: Precise, Training-Free Latent Control for Text-to-Image Generation

From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs

Bootstrapping Niche Multilingual Code Translation via Reinforcement Learning with Execution-Based Verifiable Supervision

Overcoming Shortcut Learning in Graph Neural Networks through Active Explanation Guidance

Interactive Analysis of Global Explanations using Aggregated Class Activation Maps for Network Data

When Does More Correct Data Hurt? Insertion-Stability and the Limits of Dimension-Based Theory

Content Depth Matters in Short-Video Recommendation: Rethinking the Attention Economy

Adversarial Learning of Classifier-Free Guidance Schedules

Training Fair Tabular Foundation Models

BCMT: Blockwise Causal Memory Transformer

Hybrid Quantum-inspired Kolmogorov-Arnold Networks for Privacy-Aware Federated Biosignal Learning

From Prediction to Intervention: Personalized Meal-Level Glucose Regulation via an LLM Agent

S2Dialog: Multimodal Dialogue Retrieval with Semantic and Acoustic-Style Modeling

HAM-RAG: Hierarchy-Aware Multimodal RAG for Structure-Faithful Interleaved Generation

Adaptive Protection for Evolutionary Feature Construction in Symbolic Regression with Application to Credit Classification

Amplified Does Not Mean Predictive: Reasoning Behaviors in Thinking Models

Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence

Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

TailBooster: A Dual-Layer Generative Framework for Extreme Value Augmentation with Operational Validity Enforcement

Who Speaks Matters: Authority-Aware Multi-View RAG over Italian Parliamentary Proceedings

AVE-Compass: Towards Holistic Evaluation for Audio-Video Editing Abilities

SPARGen: Unifying Spatial Perception and Reasoning through Native Multimodal Generation

Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors

AI Evaluation Should Work With Humans

DFM Mimir v1: An Open HRM Delivering Frontier Performance at 1B Parameters Using Only Permissible Post-Training Data

A Pathway to General-Purpose Scientific AI: Multimodal Comprehension of Scientific Images

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence

RibAssist 3D: Biplanar Rib-Fracture Detection, Addressing, and Selective 3D Localization from CT-Derived Projections

UniWorld-View: Large-Baseline View Synthesis via Video Diffusion Models

GigaWorld-1: A Roadmap to Build World Models for Robot Policy Evaluation

OPSD-V: On-Policy Self-Distillation for Post-Training Few-Step Autoregressive Video Generators

OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching

Knowledge-guided Pattern Discovery via Coupled Tensor Factorizations

Improved Large Language Diffusion Models

HelloWorld: Enabling Socially Interactive Characters in Video World Models

Scalable Visual Pretraining for Language Intelligence

LATO.2: Factorized 3D Mesh Generation with Vertex and Topology Flow

Video Generation Models are General-Purpose Vision Learners

InfiniSplat: Implicit Gaussian Decoding for Large-Baseline Monocular View Synthesis

Self-Supervised Visual On-Policy Distillation

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models