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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13,981 to 14,040 of 116,858

Large Language Model-Brained GUI Agents: A Survey
Chaoyun Zhang, Shilin He, Jiaxu Qian +10
cs.AIcs.CLcs.HCarXiv:2411.18279v122024
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
Manling Li, Shiyu Zhao, Qineng Wang +12
cs.CLcs.AIcs.LGarXiv:2410.07166v32024
WonderZoom: Multi-Scale 3D World Generation
Jin Cao, Hong-Xing Yu, Jiajun Wu
cs.CVcs.AIcs.GRarXiv:2512.09164v12025
POLARIS: Projection-Orthogonal Least Squares for Robust and Adaptive Inversion in Diffusion Models
Wenshuo Chen, Haosen Li, Shaofeng Liang +6
cs.CVarXiv:2512.00369v12025
Human Psychometric Questionnaires Mischaracterize LLM Behavior
Woojung Song, Dongmin Choi, Yoonah Park +3
cs.CLcs.AIarXiv:2509.10078v52025
Flow-GRPO: Training Flow Matching Models via Online RL
Jie Liu, Gongye Liu, Jiajun Liang +6
cs.CVcs.AIarXiv:2505.05470v52025
HS-FPN: High Frequency and Spatial Perception FPN for Tiny Object Detection
Zican Shi, Jing Hu, Jie Ren +6
cs.CVarXiv:2412.10116v32024
RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models
Tianqianjin Lin, Xi Zhao, Xingyao Zhang +5
cs.AIcs.CLcs.LGarXiv:2510.25206v12025
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation
Peize Sun, Yi Jiang, Shoufa Chen +4
cs.CVarXiv:2406.06525v12024
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval
Sangam Lee, Ryang Heo, SeongKu Kang +1
cs.IRarXiv:2503.23033v22025
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
Zhiyuan Li, Hong Liu, Denny Zhou +1
cs.LGcs.CCstat.MLarXiv:2402.12875v42024
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
Yangning Li, Yinghui Li, Xinyu Wang +8
cs.CLarXiv:2411.02937v52024
Retrieval Head Mechanistically Explains Long-Context Factuality
Wenhao Wu, Yizhong Wang, Guangxuan Xiao +2
cs.CLarXiv:2404.15574v12024
Temporal Alignment Guidance: On-Manifold Sampling in Diffusion Models
Youngrok Park, Hojung Jung, Sangmin Bae +1
cs.LGcs.AIarXiv:2510.11057v12025
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs
Navya Jain, Zekun Wu, Cristian Munoz +5
cs.CLarXiv:2409.10245v42024
Near-Field Communications: A Comprehensive Survey
Yuanwei Liu, Chongjun Ouyang, Zhaolin Wang +3
eess.SParXiv:2401.05900v22024
Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy
Tong Wu, Shujian Zhang, Kaiqiang Song +7
cs.LGcs.AIcs.CLarXiv:2410.09102v22024
Inductive Moment Matching
Linqi Zhou, Stefano Ermon, Jiaming Song
cs.LGcs.AIstat.MLarXiv:2503.07565v72025
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding
Guo Chen, Yifei Huang, Jilan Xu +7
cs.CVarXiv:2403.09626v12024
SAEdit: Token-level control for continuous image editing via Sparse AutoEncoder
Ronen Kamenetsky, Sara Dorfman, Daniel Garibi +3
cs.GRcs.AIcs.CVarXiv:2510.05081v12025
Steering Your Diffusion Policy with Latent Space Reinforcement Learning
Andrew Wagenmaker, Mitsuhiko Nakamoto, Yunchu Zhang +5
cs.ROcs.LGarXiv:2506.15799v22025
BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems
Yuxin Wang, Yuhan Chen, Zeyu Li +11
cs.DCcs.PFarXiv:2401.17644v52024
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
Jin Jiang, Yuchen Yan, Yang Liu +6
cs.CLarXiv:2409.12929v32024
CommRad: Context-Aware Sensing-Driven Millimeter-Wave Networks
Ish Kumar Jain, Suriyaa MM, Dinesh Bharadia
eess.SPcs.NIarXiv:2407.08817v12024
SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning
Yizhou Chi, Yizhang Lin, Sirui Hong +9
cs.AIcs.CLcs.LGarXiv:2410.17238v12024
Rate Maximization for Downlink Pinching-Antenna Systems
Yanqing Xu, Zhiguo Ding, George K. Karagiannidis
cs.ITeess.SParXiv:2502.12629v12025
AnywhereVLA: Language-Conditioned Exploration and Mobile Manipulation
Konstantin Gubernatorov, Artem Voronov, Roman Voronov +4
cs.ROcs.AIarXiv:2509.21006v12025
DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes
Xiaoyu Zhou, Zhiwei Lin, Xiaojun Shan +3
cs.CVarXiv:2312.07920v32023
Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks
Hailong Guo, Bohan Zeng, Yiren Song +3
cs.CVarXiv:2501.15891v22025
On the Error Rate of the LoRa Modulation with Interference
Orion Afisiadis, Matthieu Cotting, Andreas Burg +1
eess.SParXiv:1905.11252v22019
LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence
Zixin Yin, Xili Dai, Duomin Wang +4
cs.CVarXiv:2509.12203v32025
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference
Mengcheng Lan, Chaofeng Chen, Yiping Ke +3
cs.CVarXiv:2407.12442v12024
RoboCoder: Robotic Learning from Basic Skills to General Tasks with Large Language Models
Jingyao Li, Pengguang Chen, Sitong Wu +3
cs.ROcs.LGarXiv:2406.03757v12024
How much do language models memorize?
John X. Morris, Chawin Sitawarin, Chuan Guo +5
cs.CLarXiv:2505.24832v32025
Punica: Multi-Tenant LoRA Serving
Lequn Chen, Zihao Ye, Yongji Wu +3
cs.DCcs.LGarXiv:2310.18547v12023
Pathways on the Image Manifold: Image Editing via Video Generation
Noam Rotstein, Gal Yona, Daniel Silver +3
cs.CVcs.AIcs.LGarXiv:2411.16819v42024
Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
Zijia Zhao, Haoyu Lu, Yuqi Huo +6
cs.CVarXiv:2406.09367v32024
Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases
Kai Chen, Yanze Li, Wenhua Zhang +10
cs.CVarXiv:2404.10595v52024
Grid-Agent: An LLM-Powered Multi-Agent System for Power Grid Control
Yan Zhang, Ahmad Mohammad Saber, Amr Youssef +1
cs.MAcs.AIcs.SYarXiv:2508.05702v32025
Pre-training Limited Memory Language Models with Internal and External Knowledge
Linxi Zhao, Sofian Zalouk, Christian K. Belardi +7
cs.CLcs.AIcs.LGarXiv:2505.15962v32025
The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models
Aviv Slobodkin, Omer Goldman, Avi Caciularu +2
cs.CLarXiv:2310.11877v22023
From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows
Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda +3
cs.CRcs.AIarXiv:2506.23260v22025
A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
Siwei Wu, Zhongyuan Peng, Xinrun Du +14
cs.CLarXiv:2410.13639v22024
Cradle: Empowering Foundation Agents Towards General Computer Control
Weihao Tan, Wentao Zhang, Xinrun Xu +25
cs.AIarXiv:2403.03186v32024
Spark: A System for Scientifically Creative Idea Generation
Aishik Sanyal, Samuel Schapiro, Sumuk Shashidhar +3
cs.AIcs.IRcs.LGarXiv:2504.20090v22025
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion
Junjiao Tian, Lavisha Aggarwal, Andrea Colaco +2
cs.CVarXiv:2308.12469v32023
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation
Ziyao Zhang, Yanlin Wang, Chong Wang +2
cs.SEcs.AIcs.CLarXiv:2409.20550v22024
TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning
Liang Zhang, Anwen Hu, Haiyang Xu +5
cs.CVarXiv:2404.16635v12024
Link-Context Learning for Multimodal LLMs
Yan Tai, Weichen Fan, Zhao Zhang +3
cs.CVcs.CLarXiv:2308.07891v12023
Don't lie to your friends: Learning what you know from collaborative self-play
Jacob Eisenstein, Reza Aghajani, Adam Fisch +5
cs.LGcs.CLarXiv:2503.14481v32025
Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs
Eugene Bagdasaryan, Tsung-Yin Hsieh, Ben Nassi +1
cs.CRcs.AIcs.CLarXiv:2307.10490v42023
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
Mengkang Hu, Tianxing Chen, Qiguang Chen +3
cs.CLcs.AIcs.ROarXiv:2408.09559v12024
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
Zhenhailong Wang, Shaoguang Mao, Wenshan Wu +3
cs.AIcs.CLarXiv:2307.05300v42023
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors
Yun Peng, Shuzheng Gao, Cuiyun Gao +2
cs.SEarXiv:2306.01394v12023
Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens
Xinsheng Wang, Mingqi Jiang, Ziyang Ma +22
cs.SDcs.AIeess.ASarXiv:2503.01710v12025
FlexCap: Describe Anything in Images in Controllable Detail
Debidatta Dwibedi, Vidhi Jain, Jonathan Tompson +2
cs.CVcs.AIcs.CLarXiv:2403.12026v22024
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
Ran Xu, Yuchen Zhuang, Yishan Zhong +13
cs.CLcs.AIcs.LGarXiv:2506.04405v22025
FineSurE: Fine-grained Summarization Evaluation using LLMs
Hwanjun Song, Hang Su, Igor Shalyminov +2
cs.CLcs.AIarXiv:2407.00908v32024
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
Xingang Pan, Ayush Tewari, Thomas Leimkühler +3
cs.CVcs.GRarXiv:2305.10973v22023
Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences
Jie Qiao, Ruichu Cai, Siyu Wu +3
cs.LGcs.AIstat.MEarXiv:2305.05986v12023

Every paper with a summary

Large Language Model-Brained GUI Agents: A Survey

Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making

WonderZoom: Multi-Scale 3D World Generation

POLARIS: Projection-Orthogonal Least Squares for Robust and Adaptive Inversion in Diffusion Models

Human Psychometric Questionnaires Mischaracterize LLM Behavior

Flow-GRPO: Training Flow Matching Models via Online RL

HS-FPN: High Frequency and Spatial Perception FPN for Tiny Object Detection

RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval

Chain of Thought Empowers Transformers to Solve Inherently Serial Problems

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent

Retrieval Head Mechanistically Explains Long-Context Factuality

Temporal Alignment Guidance: On-Manifold Sampling in Diffusion Models

From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs

Near-Field Communications: A Comprehensive Survey

Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy

Inductive Moment Matching

Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding

SAEdit: Token-level control for continuous image editing via Sparse AutoEncoder

Steering Your Diffusion Policy with Latent Space Reinforcement Learning

BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning

CommRad: Context-Aware Sensing-Driven Millimeter-Wave Networks

SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning

Rate Maximization for Downlink Pinching-Antenna Systems

AnywhereVLA: Language-Conditioned Exploration and Mobile Manipulation

DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes

Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks

On the Error Rate of the LoRa Modulation with Interference

LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence

ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference

RoboCoder: Robotic Learning from Basic Skills to General Tasks with Large Language Models

How much do language models memorize?

Punica: Multi-Tenant LoRA Serving

Pathways on the Image Manifold: Image Editing via Video Generation

Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs

Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases

Grid-Agent: An LLM-Powered Multi-Agent System for Power Grid Control

Pre-training Limited Memory Language Models with Internal and External Knowledge

The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models

From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows

A Comparative Study on Reasoning Patterns of OpenAI's o1 Model

Cradle: Empowering Foundation Agents Towards General Computer Control

Spark: A System for Scientifically Creative Idea Generation

Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion

LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation

TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning

Link-Context Learning for Multimodal LLMs

Don't lie to your friends: Learning what you know from collaborative self-play

Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs

HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors

Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens

FlexCap: Describe Anything in Images in Controllable Detail

MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science

FineSurE: Fine-grained Summarization Evaluation using LLMs

Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold

Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences