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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24,361 to 24,420 of 119,811

Safe for Whom? Rethinking How We Evaluate the Safety of LLMs for Real Users
Manon Kempermann, Sai Suresh Macharla Vasu, Mahalakshmi Raveenthiran +2
cs.AIcs.CYarXiv:2512.10687v22025
Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
Shicheng Xu, Liang Pang, Yunchang Zhu +2
cs.CVcs.AIcs.CLarXiv:2410.12662v22024
S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction
Bolun Zheng, Rui Sun, Xiang Tian +1
cs.CVarXiv:1810.07960v12018
From Qualitative Text to Integrated Evidence: The Parallel-Then-Integrated (PTI) Procedure
Elyas Irankhah, Ashley Hagaman, Samah Fodeh
cs.CLarXiv:2610.19164v12026
SimForcing: Distilling Simulation Motion Priors into Real-Domain Robot World Models
Xiaodong Wang, Tianle Li, Chuanxin Song +4
cs.ROcs.AIcs.CVarXiv:2610.06598v12026
Grounding Deep Learning Framework Testing in Data Flow
Jiatao Ge, Yanzhou Mu, Yinglong Zou +3
cs.SEcs.LGarXiv:2610.15808v12026
The longest-edge bisection algorithm may produce degenerating tetrahedra
Sergey Korotov
math.NAcs.NAmath.COarXiv:2608.23139v12026
CapTalk: Unified Voice Design for Single-Utterance and Dialogue Speech Generation
Xiaosu Su, Zihan Sun, Peilei Jia +1
cs.SDarXiv:2604.08363v12026
ARIA: A Diagnostic Framework for Music Training Data Attribution
Changheon Han, Ashkan Panahi, Kıvanç Tatar
cs.SDarXiv:2605.16181v12026
RateQuant: Optimal Mixed-Precision KV Cache Quantization via Rate-Distortion Theory
Fei Zuo, Zikang Zhou, Hao Cong +2
cs.LGcs.CLcs.ITarXiv:2605.06675v22026
AGT-CV: An Aerial-Ground Team Cross-View Dataset for Heterogeneous Robot Teams in Unstructured Environments
Siwei Cai, Knut Peterson, Quan Tran +7
cs.ROarXiv:2605.06478v22026
Improved lower bounds for Dirichlet eigenvalues of the Laplacian and poly-Laplacian on bounded Euclidean domains
Zhengchao Ji, Yong Luo
math.AParXiv:2604.20367v22026
Text Steganography with Dynamic Codebook and Multimodal Large Language Model
Jianxin Gao, Ruohan Lei, Wanli Peng
cs.CRcs.AIarXiv:2604.20269v22026
Summaries:简体中文
Visual Preference Optimization with Rubric Rewards
Ya-Qi Yu, Fangyu Hong, Xiangyang Qu +15
cs.CVcs.AIarXiv:2604.13029v12026
Evolving Medical Imaging Agents via Experience-driven Self-skill Discovery
Lin Fan, Pengyu Dai, Zhipeng Deng +4
cs.AIcs.CVarXiv:2603.05860v12026
AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio Reasoning
Siqian Tong, Xuan Li, Yiwei Wang +5
cs.SDcs.AIarXiv:2602.13685v12026
MOSS-TTSD: Text to Spoken Dialogue Generation
Yuqian Zhang, Donghua Yu, Zhengyuan Lin +15
cs.SDcs.AIcs.CLarXiv:2603.19739v12026
Audio-Maestro: Enhancing Large Audio-Language Models with Tool-Augmented Reasoning
Kuan-Yi Lee, Tsung-En Lin, Hung-Yi Lee
cs.SDcs.AIarXiv:2510.11454v22025
AudioRouter: Data Efficient Audio Understanding via RL based Dual Reasoning
Liyang Chen, Hongkai Chen, Yujun Cai +3
cs.SDcs.AIeess.ASarXiv:2602.10439v12026
Soft Clustering Anchors for Self-Supervised Speech Representation Learning in Joint Embedding Prediction Architectures
Georgios Ioannides, Adrian Kieback, Judah Goldfeder +5
eess.AScs.AIcs.LGarXiv:2602.09040v12026
Omni-RRM: Advancing Omni Reward Modeling via Automatic Rubric-Grounded Preference Synthesis
Zicheng Kong, Dehua Ma, Zhenbo Xu +9
cs.CLarXiv:2602.00846v22026
Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models
Linye Wei, Wenjue Chen, Pingzhi Tang +4
cs.CLcs.LGarXiv:2511.21759v22025
Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning
Baolong Bi, Shenghua Liu, Yiwei Wang +6
cs.AIarXiv:2511.12344v22025
Quantum Computation as Geometry
Michael A. Nielsen, Mark R. Dowling, Mile Gu +1
quant-pharXiv:quant-ph/0603161v22006
AutoRubric: Rubric-Based Generative Rewards for Faithful Multimodal Reasoning
Mengzhao Jia, Zhihan Zhang, Ignacio Cases +3
cs.CLarXiv:2510.14738v22025
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
Yang Zhou, Sunzhu Li, Shunyu Liu +11
cs.LGcs.AIarXiv:2508.16949v72025
WavJEPA: Semantic learning unlocks robust audio foundation models for raw waveforms
Goksenin Yuksel, Pierre Guetschel, Michael Tangermann +2
cs.SDeess.ASarXiv:2509.23238v32025
Reward Reasoning Model
Jiaxin Guo, Zewen Chi, Li Dong +4
cs.CLarXiv:2505.14674v12025
Improved Berezin-Li-Yau inequality and Kr\"oger inequality and consequences
Zaihui Gan, Renjin Jiang, Fanghua Lin
math.SPmath-phmath.AParXiv:2507.20330v22025
Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis
Yanzuo Lu, Yuxi Ren, Xin Xia +6
cs.CVarXiv:2507.18569v12025
KVmix: Gradient-Based Layer Importance-Aware Mixed-Precision Quantization for KV Cache
Fei Li, Song Liu, Weiguo Wu +2
cs.LGcs.AIarXiv:2506.08018v32025
DIFFA: Large Language Diffusion Models Can Listen and Understand
Jiaming Zhou, Hongjie Chen, Shiwan Zhao +9
cs.SDeess.ASarXiv:2507.18452v32025
Reinforcement Pre-Training
Qingxiu Dong, Li Dong, Yao Tang +4
cs.CLarXiv:2506.08007v12025
EnvSDD: Benchmarking Environmental Sound Deepfake Detection
Han Yin, Yang Xiao, Rohan Kumar Das +4
cs.SDcs.AIeess.ASarXiv:2505.19203v22025
Detecting and Filtering Unsafe Training Data via Data Attribution with Denoised Representation
Yijun Pan, Taiwei Shi, Jieyu Zhao +1
cs.LGarXiv:2502.11411v22025
Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions
Sukairaj Hafiz Imam, Babangida Sani, Dawit Ketema Gete +6
cs.CLcs.SDeess.ASarXiv:2505.11690v12025
AKVQ-VL: Attention-Aware KV Cache Adaptive 2-Bit Quantization for Vision-Language Models
Zunhai Su, Wang Shen, Linge Li +4
cs.CLarXiv:2501.15021v12025
EMO2: End-Effector Guided Audio-Driven Avatar Video Generation
Linrui Tian, Siqi Hu, Qi Wang +2
cs.CVarXiv:2501.10687v12025
AI-Generated Music Detection and its Challenges
Darius Afchar, Gabriel Meseguer-Brocal, Romain Hennequin
cs.SDeess.ASarXiv:2501.10111v12025
VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models
Wenqian Cui, Xiaoqi Jiao, Ziqiao Meng +1
cs.CLcs.SDeess.ASarXiv:2501.04962v42025
Beyond Utility: Evaluating LLM as Recommender
Chumeng Jiang, Jiayin Wang, Weizhi Ma +4
cs.IRarXiv:2411.00331v22024
CARMO: Dynamic Criteria Generation for Context-Aware Reward Modelling
Taneesh Gupta, Shivam Shandilya, Xuchao Zhang +5
cs.CLarXiv:2410.21545v22024
LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts
Qibing Ren, Hao Li, Dongrui Liu +7
cs.CLcs.AIarXiv:2410.10700v32024
CSGO: Content-Style Composition in Text-to-Image Generation
Peng Xing, Haofan Wang, Yanpeng Sun +5
cs.CVarXiv:2408.16766v22024
Gate Optimization of NEQR Quantum Circuits via PPRM Transformation
Shahab Iranmanesh, Hossein Aghababa, Kazim Fouladi
quant-phcs.ETarXiv:2409.14629v12024
Grokfast: Accelerated Grokking by Amplifying Slow Gradients
Jaerin Lee, Bong Gyun Kang, Kihoon Kim +1
cs.LGcs.AIarXiv:2405.20233v22024
Style-Talker: Finetuning Audio Language Model and Style-Based Text-to-Speech Model for Fast Spoken Dialogue Generation
Yinghao Aaron Li, Xilin Jiang, Jordan Darefsky +2
cs.CLcs.AIeess.ASarXiv:2408.11849v12024
Simulating Financial Market via Large Language Model based Agents
Shen Gao, Yuntao Wen, Minghang Zhu +4
cs.CLarXiv:2406.19966v12024
MotionBooth: Motion-Aware Customized Text-to-Video Generation
Jianzong Wu, Xiangtai Li, Yanhong Zeng +5
cs.CVarXiv:2406.17758v32024
ImageNet3D: Towards General-Purpose Object-Level 3D Understanding
Wufei Ma, Guanning Zeng, Guofeng Zhang +5
cs.CVarXiv:2406.09613v12024
WenetSpeech4TTS: A 12,800-hour Mandarin TTS Corpus for Large Speech Generation Model Benchmark
Linhan Ma, Dake Guo, Kun Song +7
eess.ASarXiv:2406.05763v32024
Exploring Autonomous Agents through the Lens of Large Language Models: A Review
Saikat Barua
cs.AIarXiv:2404.04442v12024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models
Zhiyuan Hu, Chumin Liu, Xidong Feng +6
cs.CLcs.AIcs.LGarXiv:2402.03271v32024
TAVGBench: Benchmarking Text to Audible-Video Generation
Yuxin Mao, Xuyang Shen, Jing Zhang +5
cs.CVcs.MMarXiv:2404.14381v12024
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech
Li-Wei Chen, Shinji Watanabe, Alexander Rudnicky
eess.AScs.AIcs.LGarXiv:2302.04215v12023
ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search
Shuai Wang, Shengyao Zhuang, Bevan Koopman +1
cs.IRcs.AIarXiv:2401.17645v12024
A-JEPA: Joint-Embedding Predictive Architecture Can Listen
Zhengcong Fei, Mingyuan Fan, Junshi Huang
cs.SDcs.CVeess.ASarXiv:2311.15830v32023
Towards human-like spoken dialogue generation between AI agents from written dialogue
Kentaro Mitsui, Yukiya Hono, Kei Sawada
cs.CLcs.LGcs.SDarXiv:2310.01088v12023
A Tale of Two Circuits: Grokking as Competition of Sparse and Dense Subnetworks
William Merrill, Nikolaos Tsilivis, Aman Shukla
cs.LGarXiv:2303.11873v12023
A Light Weight Model for Active Speaker Detection
Junhua Liao, Haihan Duan, Kanghui Feng +3
cs.CVcs.SDeess.ASarXiv:2303.04439v12023

Every paper with a summary

Safe for Whom? Rethinking How We Evaluate the Safety of LLMs for Real Users

Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models

S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction

From Qualitative Text to Integrated Evidence: The Parallel-Then-Integrated (PTI) Procedure

SimForcing: Distilling Simulation Motion Priors into Real-Domain Robot World Models

Grounding Deep Learning Framework Testing in Data Flow

The longest-edge bisection algorithm may produce degenerating tetrahedra

CapTalk: Unified Voice Design for Single-Utterance and Dialogue Speech Generation

ARIA: A Diagnostic Framework for Music Training Data Attribution

RateQuant: Optimal Mixed-Precision KV Cache Quantization via Rate-Distortion Theory

AGT-CV: An Aerial-Ground Team Cross-View Dataset for Heterogeneous Robot Teams in Unstructured Environments

Improved lower bounds for Dirichlet eigenvalues of the Laplacian and poly-Laplacian on bounded Euclidean domains

Text Steganography with Dynamic Codebook and Multimodal Large Language Model

Visual Preference Optimization with Rubric Rewards

Evolving Medical Imaging Agents via Experience-driven Self-skill Discovery

AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio Reasoning

MOSS-TTSD: Text to Spoken Dialogue Generation

Audio-Maestro: Enhancing Large Audio-Language Models with Tool-Augmented Reasoning

AudioRouter: Data Efficient Audio Understanding via RL based Dual Reasoning

Soft Clustering Anchors for Self-Supervised Speech Representation Learning in Joint Embedding Prediction Architectures

Omni-RRM: Advancing Omni Reward Modeling via Automatic Rubric-Grounded Preference Synthesis

Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models

Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning

Quantum Computation as Geometry

AutoRubric: Rubric-Based Generative Rewards for Faithful Multimodal Reasoning

Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning

WavJEPA: Semantic learning unlocks robust audio foundation models for raw waveforms

Reward Reasoning Model

Improved Berezin-Li-Yau inequality and Kr\"oger inequality and consequences

Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis

KVmix: Gradient-Based Layer Importance-Aware Mixed-Precision Quantization for KV Cache

DIFFA: Large Language Diffusion Models Can Listen and Understand

Reinforcement Pre-Training

EnvSDD: Benchmarking Environmental Sound Deepfake Detection

Detecting and Filtering Unsafe Training Data via Data Attribution with Denoised Representation

Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions

AKVQ-VL: Attention-Aware KV Cache Adaptive 2-Bit Quantization for Vision-Language Models

EMO2: End-Effector Guided Audio-Driven Avatar Video Generation

AI-Generated Music Detection and its Challenges

VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

Beyond Utility: Evaluating LLM as Recommender

CARMO: Dynamic Criteria Generation for Context-Aware Reward Modelling

LLMs know their vulnerabilities: Uncover Safety Gaps through Natural Distribution Shifts

CSGO: Content-Style Composition in Text-to-Image Generation

Gate Optimization of NEQR Quantum Circuits via PPRM Transformation

Grokfast: Accelerated Grokking by Amplifying Slow Gradients

Style-Talker: Finetuning Audio Language Model and Style-Based Text-to-Speech Model for Fast Spoken Dialogue Generation

Simulating Financial Market via Large Language Model based Agents

MotionBooth: Motion-Aware Customized Text-to-Video Generation

ImageNet3D: Towards General-Purpose Object-Level 3D Understanding

WenetSpeech4TTS: A 12,800-hour Mandarin TTS Corpus for Large Speech Generation Model Benchmark

Exploring Autonomous Agents through the Lens of Large Language Models: A Review

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models

TAVGBench: Benchmarking Text to Audible-Video Generation

A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech

ReSLLM: Large Language Models are Strong Resource Selectors for Federated Search

A-JEPA: Joint-Embedding Predictive Architecture Can Listen

Towards human-like spoken dialogue generation between AI agents from written dialogue

A Tale of Two Circuits: Grokking as Competition of Sparse and Dense Subnetworks

A Light Weight Model for Active Speaker Detection