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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92,341 to 92,400 of 102,662

L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
Pranjal Aggarwal, Sean Welleck
cs.CLcs.AIcs.LGarXiv:2503.04697v22025
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Yixin Liu, Kai Zhang, Yuan Li +9
cs.CVcs.AIcs.LGarXiv:2402.17177v32024
School of Reward Hacks: Hacking harmless tasks generalizes to misaligned behavior in LLMs
Mia Taylor, James Chua, Jan Betley +2
cs.AIarXiv:2508.17511v12025
Track Any Motions under Any Disturbances
Zhikai Zhang, Jun Guo, Chao Chen +10
cs.ROarXiv:2509.13833v32025
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
Daoguang Zan, Zhirong Huang, Wei Liu +16
cs.SEcs.AIcs.CLarXiv:2504.02605v12025
LLM Inference Unveiled: Survey and Roofline Model Insights
Zhihang Yuan, Yuzhang Shang, Yang Zhou +11
cs.CLcs.AIarXiv:2402.16363v62024
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?
Fengxiang Wang, Hongzhen Wang, Mingshuo Chen +9
cs.CVarXiv:2503.23771v12025
Investigating Cultural Alignment of Large Language Models
Badr AlKhamissi, Muhammad ElNokrashy, Mai AlKhamissi +1
cs.CLcs.CYarXiv:2402.13231v22024
Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers
Shalev Lifshitz, Sheila A. McIlraith, Yilun Du
cs.AIarXiv:2502.20379v12025
Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning
Gelei Deng, Yi Liu, Kailong Wang +3
cs.CRarXiv:2402.08416v12024
The Effect of Sampling Temperature on Problem Solving in Large Language Models
Matthew Renze, Erhan Guven
cs.CLcs.AIarXiv:2402.05201v32024
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
Zihao Zhu, Xinyu Wu, Gehan Hu +3
cs.AIcs.CLarXiv:2509.24269v12025
OmniAvatar: Efficient Audio-Driven Avatar Video Generation with Adaptive Body Animation
Qijun Gan, Ruizi Yang, Jianke Zhu +2
cs.CVcs.AIcs.MMarXiv:2506.18866v12025
EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
Yuhui Li, Fangyun Wei, Chao Zhang +1
cs.CLarXiv:2503.01840v32025
Unified Video Action Model
Shuang Li, Yihuai Gao, Dorsa Sadigh +1
cs.ROcs.CVarXiv:2503.00200v32025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Marianne Arriola, Aaron Gokaslan, Justin T. Chiu +5
cs.LGcs.AIarXiv:2503.09573v32025
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty
Yuhui Li, Fangyun Wei, Chao Zhang +1
cs.LGcs.CLarXiv:2401.15077v32024
Follow-Your-Motion: Video Motion Transfer via Efficient Spatial-Temporal Decoupled Finetuning
Yue Ma, Yulong Liu, Qiyuan Zhu +8
cs.CVarXiv:2506.05207v42025
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs
Dayu Yang, Tianyang Liu, Daoan Zhang +8
cs.CLcs.AIcs.LGarXiv:2502.19411v12025
PromptArmor: Simple yet Effective Prompt Injection Defenses
Tianneng Shi, Kaijie Zhu, Zhun Wang +13
cs.CRcs.AIarXiv:2507.15219v12025
Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text
Abhimanyu Hans, Avi Schwarzschild, Valeriia Cherepanova +5
cs.CLcs.AIcs.LGarXiv:2401.12070v32024
An Investigation of Incorporating Mamba for Speech Enhancement
Rong Chao, Wen-Huang Cheng, Moreno La Quatra +4
cs.SDcs.AIeess.ASarXiv:2405.06573v22024
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
Hritik Bansal, Clark Peng, Yonatan Bitton +3
cs.CVarXiv:2503.06800v12025
S$^{3}$: Increasing GPU Utilization during Generative Inference for Higher Throughput
Yunho Jin, Chun-Feng Wu, David Brooks +1
cs.ARcs.AIarXiv:2306.06000v12023
SCUT-FBP: A Benchmark Dataset for Facial Beauty Perception
Duorui Xie, Lingyu Liang, Lianwen Jin +2
cs.CVarXiv:1511.02459v12015
CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation
Ruwei Pan, Hongyu Zhang, Chao Liu
cs.SEarXiv:2501.07811v22025
Personalized Generation In Large Model Era: A Survey
Yiyan Xu, Jinghao Zhang, Alireza Salemi +6
cs.IRarXiv:2503.02614v22025
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation
Zhongang Cai, Wanqi Yin, Ailing Zeng +10
cs.CVarXiv:2309.17448v32023
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
Maya Bechler-Speicher, Ben Finkelshtein, Fabrizio Frasca +9
cs.LGcs.AIcs.NEarXiv:2502.14546v12025
mmBERT: A Modern Multilingual Encoder with Annealed Language Learning
Marc Marone, Orion Weller, William Fleshman +3
cs.CLcs.IRcs.LGarXiv:2509.06888v12025
FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies
Moritz Reuss, Hongyi Zhou, Marcel Rühle +3
cs.ROarXiv:2509.04996v12025
Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems
Bingyu Yan, Zhibo Zhou, Litian Zhang +6
cs.MAcs.CLarXiv:2502.14321v32025
MMTEB: Massive Multilingual Text Embedding Benchmark
Kenneth Enevoldsen, Isaac Chung, Imene Kerboua +83
cs.CLcs.AIcs.IRarXiv:2502.13595v42025
KVCache Cache in the Wild: Characterizing and Optimizing KVCache Cache at a Large Cloud Provider
Jiahao Wang, Jinbo Han, Xingda Wei +6
cs.DCcs.AIarXiv:2506.02634v52025
Phantom: Subject-consistent video generation via cross-modal alignment
Lijie Liu, Tianxiang Ma, Bingchuan Li +6
cs.CVcs.AIarXiv:2502.11079v22025
Intuitive physics understanding emerges from self-supervised pretraining on natural videos
Quentin Garrido, Nicolas Ballas, Mahmoud Assran +5
cs.CVcs.AIarXiv:2502.11831v12025
JailBreakV: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks
Weidi Luo, Siyuan Ma, Xiaogeng Liu +2
cs.CRcs.AIcs.CLarXiv:2404.03027v42024
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights
Haoyu Han, Li Ma, Yu Wang +9
cs.IRarXiv:2502.11371v32025
MonkeyOCR: Document Parsing with a Structure-Recognition-Relation Triplet Paradigm
Zhang Li, Yuliang Liu, Qiang Liu +8
cs.CVarXiv:2506.05218v22025
NavDP: Learning Sim-to-Real Navigation Diffusion Policy with Privileged Information Guidance
Wenzhe Cai, Jiaqi Peng, Yuqiang Yang +6
cs.ROarXiv:2505.08712v32025
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination
Mingqi Wu, Zhihao Zhang, Qiaole Dong +11
cs.LGcs.AIcs.CLarXiv:2507.10532v32025
First Frame Is the Place to Go for Video Content Customization
Jingxi Chen, Zongxia Li, Zhichao Liu +6
cs.CVarXiv:2511.15700v22025
One Token to Fool LLM-as-a-Judge
Yulai Zhao, Haolin Liu, Dian Yu +4
cs.LGcs.CLarXiv:2507.08794v32025
3DRS: MLLMs Need 3D-Aware Representation Supervision for Scene Understanding
Xiaohu Huang, Jingjing Wu, Qunyi Xie +1
cs.CVarXiv:2506.01946v22025
House of Cards: Massive Weights in LLMs
Jaehoon Oh, Seungjun Shin, Dokwan Oh
cs.LGcs.AIcs.CLarXiv:2410.01866v22024
Recent Advances in 3D Gaussian Splatting
Tong Wu, Yu-Jie Yuan, Ling-Xiao Zhang +4
cs.CVcs.GRarXiv:2403.11134v22024
Universal Self-Consistency for Large Language Model Generation
Xinyun Chen, Renat Aksitov, Uri Alon +7
cs.CLcs.AIarXiv:2311.17311v12023
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
Sheng Zhou, Junbin Xiao, Qingyun Li +6
cs.CVcs.MMarXiv:2502.07411v22025
Maximizing Confidence Alone Improves Reasoning
Mihir Prabhudesai, Lili Chen, Alex Ippoliti +3
cs.LGcs.AIarXiv:2505.22660v42025
VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries
Nasir Hussain, Haohan Chen, Chanh Tran +6
cs.CRarXiv:2505.22010v12025
OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling
Zengzhi Wang, Fan Zhou, Xuefeng Li +1
cs.CLcs.AIcs.LGarXiv:2506.20512v12025
ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation
Wenlong Huang, Chen Wang, Yunzhu Li +2
cs.ROcs.AIcs.CVarXiv:2409.01652v22024
Large Language Models in Education: Vision and Opportunities
Wensheng Gan, Zhenlian Qi, Jiayang Wu +1
cs.AIarXiv:2311.13160v12023
Rotatable Antenna Enabled Wireless Communication and Sensing: Opportunities and Challenges
Beixiong Zheng, Tiantian Ma, Changsheng You +3
cs.ITarXiv:2505.16828v32025
Large Language Models in Finance: A Survey
Yinheng Li, Shaofei Wang, Han Ding +1
q-fin.GNcs.AIcs.CLarXiv:2311.10723v22023
Multi-agent Embodied AI: Advances and Future Directions
Zhaohan Feng, Ruiqi Xue, Lei Yuan +7
cs.AIcs.MAarXiv:2505.05108v22025
Qwen2.5-1M Technical Report
An Yang, Bowen Yu, Chengyuan Li +25
cs.CLarXiv:2501.15383v12025
PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding
Wei Chow, Jiageng Mao, Boyi Li +3
cs.CVcs.AIcs.CLarXiv:2501.16411v22025
Reinforcement Learning from Human Feedback
Nathan Lambert
cs.LGarXiv:2504.12501v112025
T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
Kaiyue Sun, Kaiyi Huang, Xian Liu +4
cs.CVarXiv:2407.14505v22024

Every paper with a summary

L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

School of Reward Hacks: Hacking harmless tasks generalizes to misaligned behavior in LLMs

Track Any Motions under Any Disturbances

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

LLM Inference Unveiled: Survey and Roofline Model Insights

XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery?

Investigating Cultural Alignment of Large Language Models

Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Pandora: Jailbreak GPTs by Retrieval Augmented Generation Poisoning

The Effect of Sampling Temperature on Problem Solving in Large Language Models

AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models

OmniAvatar: Efficient Audio-Driven Avatar Video Generation with Adaptive Body Animation

EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test

Unified Video Action Model

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Follow-Your-Motion: Video Motion Transfer via Efficient Spatial-Temporal Decoupled Finetuning

Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs

PromptArmor: Simple yet Effective Prompt Injection Defenses

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

An Investigation of Incorporating Mamba for Speech Enhancement

VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation

S$^{3}$: Increasing GPU Utilization during Generative Inference for Higher Throughput

SCUT-FBP: A Benchmark Dataset for Facial Beauty Perception

CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation

Personalized Generation In Large Model Era: A Survey

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation

Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks

mmBERT: A Modern Multilingual Encoder with Annealed Language Learning

FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies

Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems

MMTEB: Massive Multilingual Text Embedding Benchmark

KVCache Cache in the Wild: Characterizing and Optimizing KVCache Cache at a Large Cloud Provider

Phantom: Subject-consistent video generation via cross-modal alignment

Intuitive physics understanding emerges from self-supervised pretraining on natural videos

JailBreakV: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks

RAG vs. GraphRAG: A Systematic Evaluation and Key Insights

MonkeyOCR: Document Parsing with a Structure-Recognition-Relation Triplet Paradigm

NavDP: Learning Sim-to-Real Navigation Diffusion Policy with Privileged Information Guidance

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

First Frame Is the Place to Go for Video Content Customization

One Token to Fool LLM-as-a-Judge

3DRS: MLLMs Need 3D-Aware Representation Supervision for Scene Understanding

House of Cards: Massive Weights in LLMs

Recent Advances in 3D Gaussian Splatting

Universal Self-Consistency for Large Language Model Generation

EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering

Maximizing Confidence Alone Improves Reasoning

VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries

OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling

ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation

Large Language Models in Education: Vision and Opportunities

Rotatable Antenna Enabled Wireless Communication and Sensing: Opportunities and Challenges

Large Language Models in Finance: A Survey

Multi-agent Embodied AI: Advances and Future Directions

Qwen2.5-1M Technical Report

PhysBench: Benchmarking and Enhancing Vision-Language Models for Physical World Understanding

Reinforcement Learning from Human Feedback

T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation