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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21,061 to 21,120 of 61,306

Enabling Memory-efficient Im2win Convolution with Multi-precision Support on GPU CUDA and Tensor Cores
Xiang Fu, Jixiang Ma, Xinpeng Zhang +3
cs.DCcs.CVarXiv:2608.20725v12026
Stress-Testing the Reasoning Competence of LLMs With Proofs Under Minimal Formalism
Konstantine Arkoudas, Serafim Batzoglou
cs.LOcs.AIarXiv:2605.12524v12026
Me Among Us: Affective Framing in Data Donation
Zeya Chen, Zach Pino
cs.HCarXiv:2608.20523v12026
Directional Contextual Representations for Dependency Relations: Why Cross-Direction Pairing Fails
Sai Krishna Arthanari, JaeHyeong Chang, Chengzhe Sun +1
cs.CLarXiv:2608.20647v12026
PRISM: A Multi-Dimensional Benchmark for Evaluating LLM Peer Reviewers
Ngoc Phan Phuoc Loc, Toan Huynh La Viet, Thanh Tran Khanh +8
cs.CLarXiv:2605.26730v22026
Towards Quantifying Benchmark Optimization in ASR Models
Theo Lebryk, David Ayllon, Alice Baird +3
cs.SDcs.AIarXiv:2608.19936v12026
Institutional Newspapers Pipeline: Deriving billions of high quality tokens from historical newspapers
Matteo Cargnelutti, Catherine Brobston, Eben English +6
cs.CLcs.DLarXiv:2608.18972v12026
FastKernels: Benchmarking GPU Kernel Generation in Production
Gabriele Oliaro, Yichao Fu, May Jiang +5
cs.LGcs.AIcs.CLarXiv:2605.23215v12026
From Storage to Access: Verifiable Activation of Parametric Knowledge in LLMs via Explicit Priming and Implicit Reasoning
Zuocheng Ying, Yang Yang, Yumou Wu +6
cs.CLcs.AIcs.LGarXiv:2608.18581v12026
Compress and Forget: bitsandbytes Quantization Amplifies Proactive Interference in LLMs
Shayan Shahrabi-Farahani, Dara Rahmati
cs.CLcs.LGarXiv:2608.18578v12026
COMIC: Reference-Aware Safety Gating for Multimodal Large Language Models
Md Abdullahil Oaphy, Anhao Xiang, Zongxing Xie +3
cs.CRcs.AIarXiv:2608.17234v12026
Study-Strategy Clusters from EdNet Logs Track Engagement, Not Mastery
Qingchuan Lyu, Yingxin Li, Albert Yang
cs.LGcs.CYstat.AParXiv:2608.16963v12026
Memory OS of AI Agent
Jiazheng Kang, Mingming Ji, Zhe Zhao +1
cs.AIarXiv:2506.06326v12025
Summaries:한국어
Pre-training Visual Dexterity in Simulation
Sarthak Kamat, Adam Rashid, Satvik Sharma +4
cs.ROcs.AIcs.CVarXiv:2608.15917v12026
RAGas: Retrieval-Augmented Gas Optimization for Smart Contracts with Continuous Knowledge Integration
Yishun Wang, Wenjin Yi, Wenkai Li +2
cs.AIarXiv:2608.15857v12026
RLCascadeRouter: Quality-Estimator-Free Cascade Routing via Reinforcement Learning
Shihong Huang, Shengjie Wang, Hong Ma +1
cs.AIarXiv:2608.15817v12026
Paired Exact-Reset Evaluation of a Prediction-Derived Medium-to-Full World-Model Cascade
Malo de Pastor
cs.LGcs.ROarXiv:2608.14650v12026
The Unwritten Benchmark: A New Challenge for Multimodal Machine Learning in Abstract Perceptual Reasoning
Garima Arya Yadav, Nilay Yilmaz, Yezhou Yang
cs.AIcs.CVarXiv:2608.14558v12026
Unfolding communities in large complex networks: Combining defensive and offensive label propagation for core extraction
Lovro Šubelj, Marko Bajec
physics.soc-phcs.SIphysics.data-anarXiv:1103.2593v12011
Quantum reservoir processing
Sanjib Ghosh, Andrzej Opala, Michał Matuszewski +2
cond-mat.dis-nnquant-pharXiv:1811.10335v22018
LASE: Language-Adversarial Speaker Encoding for Indic Cross-Script Identity Preservation
Venkata Pushpak Teja Menta
cs.SDcs.CLeess.ASarXiv:2605.00777v12026
Syntactic Data Augmentation Increases Robustness to Inference Heuristics
Junghyun Min, R. Thomas McCoy, Dipanjan Das +2
cs.CLarXiv:2004.11999v12020
Cura 1T: Specialized Model for Agentic Healthcare
actAVA AI, :, Haolin Chen +9
cs.AIarXiv:2607.15314v22026
Strengthening LargeRDFBench for Interoperable Federated SPARQL Evaluation
Bryan-Elliott Tam, Muhammad Saleem, Ruben Taelman
cs.DBarXiv:2608.30465v12026
Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding
Haibo Wang, Zihao Lin, Zhiyang Xu +1
cs.CVcs.AIarXiv:2604.00528v22026
HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents
Qianchu Liu, Sheng Zhang, Guanghui Qin +16
cs.AIcs.CLcs.CVarXiv:2606.31179v12026
Summaries:한국어
INSID3: Training-Free In-Context Segmentation with DINOv3
Claudia Cuttano, Gabriele Trivigno, Christoph Reich +3
cs.CVarXiv:2603.28480v12026
Scaling Long-Horizon LLM Agent via Context-Folding
Weiwei Sun, Miao Lu, Zhan Ling +4
cs.CLcs.LGarXiv:2510.11967v12025
CLIP4Caption: CLIP for Video Caption
Mingkang Tang, Zhanyu Wang, Zhenhua Liu +3
cs.CVarXiv:2110.06615v12021
DragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects
Tianshan Zhang, Yijia Duan, Yanjun Li +2
cs.ROcs.CVarXiv:2606.15133v12026
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
Seokju Cho, Ryo Hachiuma, Abhishek Badki +8
cs.CVcs.AIarXiv:2606.13673v12026
LongCat-Next: Lexicalizing Modalities as Discrete Tokens
Meituan LongCat Team, Bin Xiao, Chao Wang +86
cs.CVcs.CLarXiv:2603.27538v12026
OmniVL:One Foundation Model for Image-Language and Video-Language Tasks
Junke Wang, Dongdong Chen, Zuxuan Wu +7
cs.CVarXiv:2209.07526v22022
Frames2LoRA: Parametric Video Internalization for Vision-Language Models
Manan Suri, Sarvesh Baskar, Dinesh Manocha
cs.CVcs.CLarXiv:2606.04351v22026
PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf
Jiarui Liu, Terry Jingchen Zhang, Ryan Faulkner +17
cs.CLarXiv:2606.08857v12026
Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates
Paiheng Xu, Jing Liu, Wei Ai
cs.CLcs.AIarXiv:2606.03029v12026
Model-Based Quality Assessment for Massively Multilingual Parallel Data
Abdelaziz M. A. Ibrahim, Zihao Li, Jörg Tiedemann +1
cs.CLarXiv:2606.00285v12026
CroCo: Cross-Lingual Contrastive Preference Tuning on Self-Generations
Mike Zhang, Ali Basirat, Desmond Elliott
cs.CLcs.AIarXiv:2605.26293v12026
MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research
Dingbang Wu, Rui Hao, Haiyang Wang +8
cs.AIcs.CLarXiv:2605.26114v22026
Foundation Protocol: A Coordination Layer for Agentic Society
Bang Liu, Yongfeng Gu, Jiayi Zhang +26
cs.AIarXiv:2605.23218v12026
CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
Haolin Chen, Deon Metelski, Leon Qi +30
cs.CLcs.AIarXiv:2605.16679v22026
Specificity-aware reinforcement learning for fine-grained open-world classification
Samuele Angheben, Davide Berasi, Alessandro Conti +2
cs.CVarXiv:2603.03197v32026
ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning
Zuhao Yang, Kaichen Zhang, Sudong Wang +7
cs.CVarXiv:2605.20342v22026
Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration
Yiren Song, Huilin Zhong, Kevin Qinghong Lin +2
cs.CVarXiv:2605.17423v12026
Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context
Zhaowei Wang, Lishu Luo, Haodong Duan +9
cs.CVarXiv:2605.13831v12026
TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment
Zhewen Tan, Wenhan Yu, Jianfeng Si +9
cs.LGcs.AIarXiv:2601.18292v22026
Learning While Deploying: Fleet-Scale Reinforcement Learning for Generalist Robot Policies
Yi Wang, Xinchen Li, Pengwei Xie +13
cs.ROarXiv:2605.00416v22026
UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification
Qihang Fan, Huaibo Huang, Zhiying Wu +2
cs.CLarXiv:2605.06221v12026
G-CNN: an Iterative Grid Based Object Detector
Mahyar Najibi, Mohammad Rastegari, Larry S. Davis
cs.CVarXiv:1512.07729v22015
MoCapAnything V2: End-to-End Motion Capture for Arbitrary Skeletons
Kehong Gong, Zhengyu Wen, Dao Thien Phong +10
cs.CVarXiv:2604.28130v32026
Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation
Chenxi Zhao, Chen Zhu, Xiaokun Feng +6
cs.CVarXiv:2604.18168v12026
NTIRE 2026 Challenge on Video Saliency Prediction: Methods and Results
Andrey Moskalenko, Alexey Bryncev, Ivan Kosmynin +40
cs.CVcs.HCcs.MMarXiv:2604.14816v12026
Seedance 2.0: Advancing Video Generation for World Complexity
Team Seedance, De Chen, Liyang Chen +168
cs.CVarXiv:2604.14148v12026
KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs
Chuangtao Chen, Grace Li Zhang, Xunzhao Yin +3
cs.LGcs.AIarXiv:2604.13226v22026
LightMem: Lightweight and Efficient Memory-Augmented Generation
Jizhan Fang, Xinle Deng, Haoming Xu +9
cs.CLcs.AIcs.CVarXiv:2510.18866v42025
Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation
Lester James V. Miranda, Ivan Vulić, Anna Korhonen
cs.CLarXiv:2604.11290v22026
Type-Checked Compliance: Deterministic Guardrails for Agentic Financial Systems Using Lean 4 Theorem Proving
Devakh Rashie, Veda Rashi
cs.LOcs.AIcs.CRarXiv:2604.01483v12026
REVERE: Reflective Evolving Research Engineer
Balaji Dinesh Gangireddi, Aniketh Garikaparthi, Manasi Patwardhan +1
cs.SEcs.AIarXiv:2603.20667v22026
Model Capability Dominates: Inference-Time Optimization Lessons from AIMO 3
Natapong Nitarach
cs.CLarXiv:2603.27844v22026
S0 Tuning: Zero-Overhead Adaptation of Hybrid Recurrent-Attention Models
Jack Young
cs.CLcs.LGarXiv:2604.01168v22026

Every paper with a summary

Enabling Memory-efficient Im2win Convolution with Multi-precision Support on GPU CUDA and Tensor Cores

Stress-Testing the Reasoning Competence of LLMs With Proofs Under Minimal Formalism

Me Among Us: Affective Framing in Data Donation

Directional Contextual Representations for Dependency Relations: Why Cross-Direction Pairing Fails

PRISM: A Multi-Dimensional Benchmark for Evaluating LLM Peer Reviewers

Towards Quantifying Benchmark Optimization in ASR Models

Institutional Newspapers Pipeline: Deriving billions of high quality tokens from historical newspapers

FastKernels: Benchmarking GPU Kernel Generation in Production

From Storage to Access: Verifiable Activation of Parametric Knowledge in LLMs via Explicit Priming and Implicit Reasoning

Compress and Forget: bitsandbytes Quantization Amplifies Proactive Interference in LLMs

COMIC: Reference-Aware Safety Gating for Multimodal Large Language Models

Study-Strategy Clusters from EdNet Logs Track Engagement, Not Mastery

Memory OS of AI Agent

Pre-training Visual Dexterity in Simulation

RAGas: Retrieval-Augmented Gas Optimization for Smart Contracts with Continuous Knowledge Integration

RLCascadeRouter: Quality-Estimator-Free Cascade Routing via Reinforcement Learning

Paired Exact-Reset Evaluation of a Prediction-Derived Medium-to-Full World-Model Cascade

The Unwritten Benchmark: A New Challenge for Multimodal Machine Learning in Abstract Perceptual Reasoning

Unfolding communities in large complex networks: Combining defensive and offensive label propagation for core extraction

Quantum reservoir processing

LASE: Language-Adversarial Speaker Encoding for Indic Cross-Script Identity Preservation

Syntactic Data Augmentation Increases Robustness to Inference Heuristics

Cura 1T: Specialized Model for Agentic Healthcare

Strengthening LargeRDFBench for Interoperable Federated SPARQL Evaluation

Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding

HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents

INSID3: Training-Free In-Context Segmentation with DINOv3

Scaling Long-Horizon LLM Agent via Context-Folding

CLIP4Caption: CLIP for Video Caption

DragMesh-2: Physically Plausible Dexterous Hand-Object Interaction with Articulated Objects

SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning

LongCat-Next: Lexicalizing Modalities as Discrete Tokens

OmniVL:One Foundation Model for Image-Language and Video-Language Tasks

Frames2LoRA: Parametric Video Internalization for Vision-Language Models

PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf

Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates

Model-Based Quality Assessment for Massively Multilingual Parallel Data

CroCo: Cross-Lingual Contrastive Preference Tuning on Self-Generations

MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research

Foundation Protocol: A Coordination Layer for Agentic Society

CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?

Specificity-aware reinforcement learning for fine-grained open-world classification

ParaVT: Taming the Tool Prior Paradox for Parallel Tool Use in Agentic Video Reinforcement Learning

Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration

Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context

TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment

Learning While Deploying: Fleet-Scale Reinforcement Learning for Generalist Robot Policies

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

G-CNN: an Iterative Grid Based Object Detector

MoCapAnything V2: End-to-End Motion Capture for Arbitrary Skeletons

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

NTIRE 2026 Challenge on Video Saliency Prediction: Methods and Results

Seedance 2.0: Advancing Video Generation for World Complexity

KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs

LightMem: Lightweight and Efficient Memory-Augmented Generation

Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation

Type-Checked Compliance: Deterministic Guardrails for Agentic Financial Systems Using Lean 4 Theorem Proving

REVERE: Reflective Evolving Research Engineer

Model Capability Dominates: Inference-Time Optimization Lessons from AIMO 3

S0 Tuning: Zero-Overhead Adaptation of Hybrid Recurrent-Attention Models