Deep Learning Monitor - Find new Arxiv papers, tweets and Reddit posts for you

Ziyi Wang, Xumin Yu, Yongming Rao, Yonggen Ling, Yunheng Li, Oran Wang, Mingqi Gao, Yuchen Zhou, Yves Liang, Zuyan Liu, Yani Zhang, Rui Huang, Xiaoran Xu, Bowen Yuan, Yifu Yuan, Xu Tan, He Zhang, Yufei Huang, Shenghao Zhang, Hongsheng Wu, Han Hu, Zhengyou Zhang

2026-07-14

MemOps: Benchmarking Lifecycle Memory Operations in Long-Horizon Conversations

Xixuan Hao, Zeyu Zhang, Zehao Lin, Yihang Sun, Ziliang Guo, Xichong Zhang, Yuxuan Liang, Feiyu Xiong, Zhiyu Li

2026-07-14

UR-VC: Unsupervised Robotic Value Correction for Time-Derived Progress Proxies

Lirui Zhao, Modi Shi, Li Chen, Qi Liu, Ping Luo, Hongyang Li

2026-07-14

Energy-Based Physics-Informed Form Finding for Clustered Tensegrity Structures

Jing Qin, Muhao Chen

2026-07-14

A Multi-Agent System for Autonomous, Fine-Tuning-Free Clinical Symptom Detection: Development and Validation Study

Cameron Cagan, Pedram Fard, Jiazi Tian, Jingya Cheng, Shawn N. Murphy, Hossein Estiri

2026-07-14

Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning

Xin Qiu, Yulu Gan, Conor F. Hayes, Qiyao Liang, Yinggan Xu, Roberto Dailey, Elliot Meyerson, Babak Hodjat, Risto Miikkulainen

2026-07-14

LARAD: Layout-Aware Road Anomaly Detection via Spatial-Logic Reasoning

Shiyi Mu, Xujie Chen, Shugong Xu

2026-07-14

ChartGenEval: Corruption-Tested Multi-Dimensional Feedback for Rhythm-Game Chart Generation

Jhen-Ke Lin

2026-07-14

Verifier-Based Reinforcement Fine-Tuning of Reasoning Models for Thermal Energy Storage Control

Takumi Shioda, Kohei Terashima, Tatsuo Nagai

2026-07-14

Stochastic Quantum Spiking Neural Networks with Quantum Memory and Local Learning

Jiechen Chen, Bipin Rajendran, Osvaldo Simeone

2026-07-14

Spectral Diffusion Processes

Angus Phillips, Thomas Seror, Michael Hutchinson, Valentin De Bortoli, Arnaud Doucet, Emile Mathieu

2026-07-14

MixCIT: A Kernel Based Local-Polynomial Debiased Test for Conditional Independence on Mixed-Type Data

Mengxiao Gao, Kyra Gan, Promit Ghosal

2026-07-14

Accelerating Masked Diffusion Large Language Models: A Survey of Efficient Inference Techniques

Daehoon Gwak, Minhyung Lee, Junwoo Park, Jaegul Choo

2026-07-14

CreatiParser: Generative Image Parsing of Raster Graphic Designs into Editable Layers

Weidong Chen, Dexiang Hong, Zhendong Mao, Yutao Cheng, Xinyan Liu, Lei Zhang, Yongdong Zhang

2026-07-14

Solution of the Hempel's statistical ambiguity problem and Causal AI

Evgenii Vityaev

2026-07-14

Visual Access Boundaries in Vision-Language Model Reasoning

Hiroto Osaka, Shohei Taniguchi, Gouki Minegishi, Kai Yamashita, Masahiro Suzuki, Yutaka Matsuo

2026-07-14

Adaptive Compute in Latent World Models: When Depth Helps, Hurts, or Doesn't Matter

Achyuthan Sivasankar

2026-07-14

PixelLoop: Shortcut Topological Navigation with Pixel-Level Loops

Sarthak Chittawar, Vansh Garg, Aditya Vadali, Krish Pandya, Rohit Jayanti, Sourav Garg, Madhava Krishna

2026-07-14

Measurement Risk in Supervised Financial NLP: Rubric and Metric Sensitivity on JF-ICR

Sidi Chang, Peiying Zhu, Yuxiao Chen, Rongdong Chai

2026-07-14

Capital Markets LLM Reliability Score (CM-LRS): From Plausible to Bankable

Prerit Ahuja

2026-07-25

Fresh Papers

Data Pyramid for Embodied Manipulation

Yifan Ye, Yankai Fu, Yaoxu Lv, Bohan Hou, Jun Cen, Lingdong Kong, Duo Zheng, Tianxing Chen, Jiaming Liu, Ziang Cao, Yunfan Lou, Wei Chow, Xian Sun, Yingshuo Wang, Kuangzhi Ge, Xiaowei Chi, Xidong Zhang, Zhibo Pang, Yiwu Zhong, Sirui Han, Zhihe Lu, Weihao Yuan, Qifeng Chen, Michael Yu Wang, Yao Mu, Ziwei Liu, Jianfei Yang, Ping Luo, Shanghang Zhang

2026-07-27

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding

Hangjie Yuan, Yichen Qian, Zhiwei Tang, Xianzhe Xu, Lirong Wu, Sicheng Yang, Jinwang Wang, Pengju Wang, Zhitao Zeng, Yizeng Han, Yan Xing, Shengxuan Luo, Tao Feng, Qing Xie, Weigen Yao, Yi Yang, Zuozhu Liu, Jiasheng Tang, Shaocheng Wang, Jitao Wang, Jiahong Dong, Weihua Chen, Feng Xu, Fan Wang

2026-07-27

Certified Parallel-in-Time Sinkhorn for Dynamic Entropic Optimal Transport

Xinyang Wen

2026-07-27

Fourier Weak SINDy: Spectral Test Function Selection for Robust Model Identification

Zhiheng Chen, Urban Fasel, Anastasia Bizyaeva

2026-07-27

Learning Distributions from Multiple Data Providers

Jon Kleinberg, Amin Saberi, Xizhi Tan, Grigoris Velegkas

2026-07-27

KANEx: Translating Kolmogorov-Arnold Networks' Interpretability to Medical Explainability

Krithi Shailya, Ananya Lakshmi Ravi, Venkatanathan K. V., Sowmya S. Sundaram, Gokul S. Krishnan, Aditi Anand, Balaraman Ravindran

2026-07-27

Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation

Bingnan Li, Haozhe Wang, Haozhong Xiong, Fangtai Wu, Jinpeng Yu, Yang Shi, Jiaming Liu, Ruihua Huang

2026-07-27

MicroZoom: Structure-Preserving Detail Synthesis at Extreme Scale

Huy Huynh, Jingwei Ma, Brian Curless, Ira Kemelmacher-Shlizerman, Steven M. Seitz

2026-07-27

Infrared Imaging Empowered by Artificial Intelligence for Pediatric Skeletal Triage: A Narrative Review and Future Perspectives

Sajad Amiri, Pardis Afshar, Elham Anjomshoa

2026-07-27

Global Convergence of DGM and PINN Algorithms for Solving Nonlinear PDEs

Justin Sirignano, Konstantinos Spiliopoulos, Samuel Cohen

2026-07-27

DreamStyle3D: Efficient 3D Stylized Asset Generation via Dual-Attention Disentanglement

Kai Wang, Ziheng Ouyang, Xuying Zhang, Ming-Ming Cheng, Qibin Hou

2026-07-27

The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

Tianyi Men, Zhuoran Jin, Kang Liu, Jun Zhao

2026-07-27

DataOrchestra: Learning to Orchestrate Per-Example Curation of Pretraining Data

Zhen Huang, Yikun Wang, Shijie Xia, Pengfei Liu

2026-07-27

Deep learning approaches show promise for predicting childhood malnutrition: A comparative study with traditional machine learning methods using survey data

Deepak Bastola, Yang Li

2026-07-27

Self-Distillation of Hidden Layers for Self-Supervised Representation Learning

Scott C. Lowe, Anthony Fuller, Sageev Oore, Evan Shelhamer, Graham W. Taylor

2026-07-27

Efficient LLM-Generated Shuttling Compilers for Complex Trapped-Ion Architectures

Fabian Kreppel, Reza Salkhordeh, Ferdinand Schmidt-Kaler, André Brinkmann

2026-07-27

ERUnderstand: Evaluating Vision-Language Models on Structured ER Diagrams

Ali Ansari, Yasmin Mohammadi, Farnoush Nili, Parsa Esmaeilkhani, Longin Jan Latecki, Eduard Dragut

2026-07-27

SADe: Sparse-Atom Support Decontamination for Few-Shot Segmentation with Weak Support Annotations

Hang Xing, Guangjun Liu, Yan Xia, Xueming Ding

2026-07-27

Panda: Unsupervised Pelvic Anomaly Detection for Real-Time MR Imaging

Anika Knupfer, Maximilian Lindholz, Johanna Paula Müller, Jordina Aviles Verdera, Smiti Tripathy, Susanne Schulz-Heise, Jana Hutter

2026-07-27

Spatio-Temporal Conditional Denoising Transformer for Modality-Missing RGBT Tracking

Andong Lu, Ziyi Zha, Jiandong Jin, Shihao Li, Chenglong Li, Jin Tang, Bin Luo

2026-07-27

Susceptible Reservoir Architectures for Regime-Conditional Volatility Forecasting

Aliaksei Kaliutau

2026-07-27

Beyond Success Rate: Cost-Aware Evaluation of Offensive and Defensive Security Agents

Paul Kassianik, Blaine Nelson, Yaron Singer

2026-07-27

Which Models Perform Better in Inheritance Reasoning?

Mohammed Amine Mouhoub, Chahinez Bouchekif

2026-07-27

Denial of Deadline: Network-Driven Accuracy Collapse in Distributed Inference Pipelines

Jhonatan Tavori, Gur-Eyal Sela, Ion Stoica, Gil Zussman

2026-07-27

Beyond Scale and Generation: Understanding Language Model-based Entity Matching

Zeyu Zhang, Xue Li, Iacer Calixto, Paul Groth, Sebastian Schelter

2026-07-27

TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI

Ritik Raj, Souvik Kundu, Sarbartha Banerjee, Dheemanth Joshi, Ishita Vohra, Tushar Krishna

2026-07-27

Stacking the Deck: Tunable Trainability in Stacked LCUs

Nikhil Khatri, Stefan Zohren, Gabriel Matos

2026-07-27

Co-Learning for Missing Arbitrary Modalities in Multi-modal Classification

Francisco Mena, Dino Ienco, Roberto Interdonato, Cassio F. Dantas, Simon Besnard

2026-07-27

AdaRoPE: Not All Attention Heads Should Rotate and Scale Equally

Shaowen Wang, Yuke Zheng, Tansheng Zhu, Shuang Chen, Shaofan Liu, Suncong Zheng, Jian Li

2026-07-27

Causal-TS: A Python Library for Causal Discovery in High-Dimensional and Nonstationary Time Series

Mohammad Fesanghary

2026-07-27

reinforcement learning

Mask-Aware Policy Gradients for Diffusion Language Models

Haran Raajesh, Kulin Shah, Adam Klivans, Philipp Krähenbühl

2026-07-16

Environment Parameter Gradient Theorem for Policy-Environment Co-Design in Reinforcement Learning

Amber Srivastava

2026-07-14

Unveiling Complex Collective Behaviors from Simple Rewards

Yize Mi, Jianan Li, Liang Li, Shiyu Zhao

2026-07-14

Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning

Xin Qiu, Yulu Gan, Conor F. Hayes, Qiyao Liang, Yinggan Xu, Roberto Dailey, Elliot Meyerson, Babak Hodjat, Risto Miikkulainen

2026-07-14

Verifier-Based Reinforcement Fine-Tuning of Reasoning Models for Thermal Energy Storage Control

Takumi Shioda, Kohei Terashima, Tatsuo Nagai

2026-07-14

AVSCap: Orchestrating Audio-Visual Synergy for Omni-modal Video Captioning

Yanghai Wang, Jiahao Wang, Jiafu Tang, Yuanxing Zhang, Zhe Cao, Hanyan Bian, Zijie Zhang, Weiliang Luo, Zhiyu Pan, Zixuan Dong, Jiaheng Liu, Zhaoxiang Zhang

2026-07-14

1D-Bench: A Benchmark for Iterative UI Code Generation with Visual Feedback in Real-World

Qiao Xu, Yipeng Yu, Chengxiao Feng, Xu Liu

2026-07-14

UniVR: Thinking in Visual Space for Unified Visual Reasoning

Zhongwei Ren, Yunchao Wei, Yao Zhao, Weibo Gong, Xiao Liu, Anran Wang, Xiangtai Li, Xiaojie Jin

2026-07-14

Directional Constraints for Efficient Exploration in Safe Reinforcement Learning

Paolo Magliano, Puze Liu, Jan Peters, Davide Tateo, Raffaello Camoriano

2026-07-14

Constraint-Aware Aggregation for Federated Reinforcement Learning in Microgrid Energy Coordination

Usman Haider, Karl Mason

2026-07-14

Learning When to Trust in Contextual Social Bandits

Majid Ghasemi, Mark Crowley

2026-07-14

Tracking Drift: Variation-Aware Entropy Scheduling for Non-Stationary Reinforcement Learning

Tongxi Wang, Zhuoyang Xia, Xinran Chen, Shan Liu

2026-07-14

Diversity-Enriched Option-Critic

Anand Kamat, Doina Precup

2026-07-14

From Critic to Confidence: PPO for Language-Based Quantitative Prediction with Confidence Estimation

Mehak Dhaliwal, Rasta Tadayon, Andong Hua, Haewon Jeong, Yao Qin

2026-07-14

A Learning-Rate-Gated Failure of GRPO in a Small Language and Vision-Language Model Web Agent: A Controlled Null and Its Mechanism

Chengguang Gan, Zhixi Cai, Yunhao Liang, Hanjun Wei, Shiwen Ni, Qinghao Zhang

2026-07-14

Gradient-free learning of a closed-loop wall controller for turbulent drag reduction

Giorgio Maria Cavallazzi, Miguel Pérez Cuadrado, Alfredo Pinelli

2026-07-14

SKooP: Symmetric Koopman Predictions for Faster and More Generalizable Legged Robot Locomotion with Reinforcement Learning

Evelyn D'Elia, Weishu Zhan, Giulio Turrisi, Giulio Romualdi, Giuseppe L'Erario, Raffaello Camoriano, Wei Pan, Daniele Pucci

2026-07-14

Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models

Hao Wang, Hao Gu, Hongming Piao, Kaixiong Gong, Yuxiao Ye, Xiangyu Yue, Sirui Han, Yike Guo, Dapeng Wu

2026-07-14

Enabling Energy-Efficient Simultaneous Multi-Task Reinforcement Learning through Spiking Neural Networks with Active Dendrites for Bio-inspired Generalist Agents

Rachmad Vidya Wicaksana Putra, Avaneesh Devkota, Muhammad Shafique

2026-07-14

OOD-RL-Bench: A Benchmark Framework for Out-of-Distribution Detection in Reinforcement Learning

Emil Mittag, Richard Dazeley, Peter Vamplew

2026-07-14

NetForge RL: A Multi-Agent Simulation Environment for Cyber Defense with Durative Actions

Igor Jankowski

2026-07-14

TRACE: An Operational Reasoning Schema for Auditable Agentic Commitments

Edward Y. Chang, Emily J. Chang

2026-07-14

Steering Diffusion Models via Class-Contrastive Influence for Few-Shot Medical Classification

Jeeyung Kim, Erfan Esmaeili, Qiang Qiu

2026-07-14

DeepTravel: An End-to-End Agentic Reinforcement Learning Framework for Autonomous Travel Planning Agents

Yansong Ning, Rui Liu, Jun Wang, Kai Chen, Wei Li, Jun Fang, Kan Zheng, Naiqiang Tan, Hao Liu

2026-07-14

Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning

Xinyu Tang, Gangqiang Cao, Yurou Liu, Yuliang Zhan, Xiaochong Lan, Yifan Li, Yuchen Yan, Han Peng, Zican Dong, Zhenduo Zhang, Tianshu Wang, Xinyu Kong, Zujie Wen, Wayne Xin Zhao, Zhiqiang Zhang, Jun Zhou

2026-07-14

APPLV: Adaptive Planner Parameter Learning from Vision-Language-Action Model

Yuanjie Lu, Beichen Wang, Zhengqi Wu, Yang Li, Xiaomin Lin, Chengzhi Mao, Xuesu Xiao

2026-07-14

Higher Embedding Dimension Creates a Stronger World Model for a Simple Sorting Task

Brady Bhalla, Honglu Fan, Nancy Chen, Tony Yue YU

2026-07-14

Astra: a generalizable report generation foundation model for 3D computed tomography

Zhuhao Wang, Fang Chen, Chaohui Yu, Zihan Li, Yuchao Zheng, Jing Wang, Xuan Yang, Jia Guo, Zhenlu Yang, Xingju Zheng, Yihua Sun, Haojie Han, Xiaoxiao Qin, Zhan Feng, Wenbo Xiao, Chao Zhu, Yuehua Li, Shipeng Zhang, Hao Luo, Yunsong Peng, Fan Wang, Hongen Liao

2026-07-14

Infinity-Parser2 Technical Report

Zuming Huang, Jun Huang, Kexuan Ren, Baode Wang, Weizhen Li, Jianming Feng, Yu Wang, Yichen Yao, Shijun Lin, Yige Tang, Cheng Peng, Weidi Xu, Wei Chu, Yinghui Xu, Yuan Qi

2026-07-14

Exploratory, Communicative, and Deployable: Vision-Driven Embodied Agents for Open-World Mobile Manipulation

Boyu Mi, Mengchen Ma, Yifei Yao, Xing Gao, Junting Chen, Yangzi Li, Zihou Zhu, Guohao Li, Zhenfei Yin, Tai Wang, Yao Mu, Jiangmiao Pang, Hanqing Wang

2026-07-27

language

An interactive enhanced driving dataset for autonomous driving

Haojie Feng, Xinrui Zhang, Mengjie Tian, Peizhi Zhang, Zhuoren Li, Junpeng Huang, Xiurong Wang, Junfan Zhu, Jianzhou Wang, Dongxiao Yin, Lu Xiong

2026-07-18

An Omnilingual-ASR-Based Speech-LLM System for the 2nd MLC-SLM Challenge

Shuming Fang, Shuifei Zeng

2026-07-14

Ensembling LLM-Induced Decision Trees for Explainable and Robust Error Detection

Mengqi Wang, Jianwei Wang, Qing Liu, Xiwei Xu, Zhenchang Xing, Liming Zhu, Michael Bain, Wenjie Zhang

2026-07-27

Mask-Aware Policy Gradients for Diffusion Language Models

Haran Raajesh, Kulin Shah, Adam Klivans, Philipp Krähenbühl

2026-07-16

T^2MLR: Transformer with Temporal Middle-Layer Recurrence

Ziyang Cai, Xingyu Zhu, Yihe Dong, Yinghui He, Sanjeev Arora

2026-07-16

LLM Judges Can Be Too Generous When There Is No Reference Answer

Chalamalasetti Kranti, Sowmya Vajjala

2026-07-14

Open-KNEAD: Knowledge-grounded Nutrition Estimation via Agentic Decomposition

Bruce Coburn, Jingbo Yue, Jinge Ma, Siddeshwar Raghavan, Gautham Vinod, Fengqing Zhu

2026-07-14

Automated Tensor Scheduling for Hybrid CPU-GPU LLM Inference on Consumer Devices

Yangyijian Liu, Hongyi Ye, Mingyang Li, Wu-jun Li

2026-07-14

UniMedSeg: Unified In-Context Learning for Multi-Paradigm 2D/3D Medical Image Segmentation

Yunzhou Li, Jiesi Hu, Yanwu Yang, Hanyang Peng, Chenfei Ye, Jianfeng Cao, Yixuan Yuan, Ting Ma

2026-07-14

Hy-Embodied-VLM-1.0: Efficient Physical-World Agents

2026-07-14

Evaluating Large Language Models on Misconceptions in Multi-Turn Medical Conversations

Monica Munnangi, Saiph Savage

2026-07-14

Toward Localizing and Repairing Bias in Transformer Attention Heads

Sigma Jahan

2026-07-14

How Inference Compute Shapes Frontier LLM Evaluation

Jessica McFadyen, Ole Jorgensen, Harry Coppock, Kevin Wei, Cozmin Ududec

2026-07-14

Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning

Xin Qiu, Yulu Gan, Conor F. Hayes, Qiyao Liang, Yinggan Xu, Roberto Dailey, Elliot Meyerson, Babak Hodjat, Risto Miikkulainen

2026-07-14

ChartGenEval: Corruption-Tested Multi-Dimensional Feedback for Rhythm-Game Chart Generation

Jhen-Ke Lin

2026-07-14

CoRe: A Comprehensive Framework for Cross-Image Comparative Reasoning in Vision-Language Models

Lin Peng, Cong Wan, Zeyu Guo, SongLin Dong, Yihong Gong

2026-07-14

Knowledgeless Language Models: Suppressing Parametric Recall for Evidence-Grounded Language Modeling

Roi Cohen, Yvan Carré, Nick Lechtenbörger, Hendrik Droste, Lucas Kerschke, Russa Biswas, Gerard de Melo, Jan Buys

2026-07-14

Accelerating Masked Diffusion Large Language Models: A Survey of Efficient Inference Techniques

Daehoon Gwak, Minhyung Lee, Junwoo Park, Jaegul Choo

2026-07-14

CreatiParser: Generative Image Parsing of Raster Graphic Designs into Editable Layers

Weidong Chen, Dexiang Hong, Zhendong Mao, Yutao Cheng, Xinyan Liu, Lei Zhang, Yongdong Zhang

2026-07-14

Visual Access Boundaries in Vision-Language Model Reasoning

Hiroto Osaka, Shohei Taniguchi, Gouki Minegishi, Kai Yamashita, Masahiro Suzuki, Yutaka Matsuo

2026-07-14

Breaking Déjà Vu: Independent Auditing of Visual Place Recognition through Vision-Language Reasoning

Sania Waheed, Michael Milford, Sarvapali D. Ramchurn, Shoaib Ehsan

2026-07-14

Measurement Risk in Supervised Financial NLP: Rubric and Metric Sensitivity on JF-ICR

Sidi Chang, Peiying Zhu, Yuxiao Chen, Rongdong Chai

2026-07-14

The One-Word Census: Answer-Choice Conformity Across 44 Language Models

Tapan Parikh

2026-07-14

dMX: Differentiable Mixed-Precision Assignment for Low-Precision Floating-Point Formats

Giuseppe Franco, Ian Colbert, Pablo Monteagudo-Lago, Felix Marty, Nicholas Fraser

2026-07-14

Do We Really Need Multimodal Emotion Language Models Larger Than 1B Parameters?

Kaiwen Zheng, Junchen Fu, Wenhao Deng, Hu Han, Joemon M. Jose, Xuri Ge

2026-07-14

MoHallBench: A Benchmark for Motion Hallucination in Video Large Language Models

Sihan Chen, Jiale Li, Jianghang Lin, Mengyuan Liu

2026-07-14

Learning Mechanistic Reasoning for Chemical Reactions with Large Language Models

Xingyu Dang, Haocheng Tang, Junmei Wang, Yanjun Li

2026-07-14

EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval

Jiashi Lin, Changhong Jiang, Xiangru Lin, Ruifei Zhang, Xinyi Zhu, Jiyao Liu, Cheng Tang, Ye Du, Shujian Gao, Junzhi Ning, Lihao Liu, Ziyan Huang, Tianbin Li, Jin Ye, Junjun He

2026-07-14

VisCo: Leveraging Large Language Models as Intrinsic Encoders for Visual Token Compression

Yupeng Zheng, Kai Zou, Bin Liu, Nenghai Yu

2026-07-14

Tag Questions and the Generational Reversal of Sycophancy Across 45 Language Models

Tapan Parikh

2026-07-27

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