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

Jiale Qian, Hao Meng, Tian Zheng, Pengcheng Zhu, Haopeng Lin, Yuhang Dai, Hanke Xie, Wenxiao Cao, Ruixuan Shang, Jun Wu, Hongmei Liu, Hanlin Wen, Jian Zhao, Zhonglin Jiang, Yong Chen, Shunshun Yin, Ming Tao, Jianguo Wei, Lei Xie, Xinsheng Wang

2026-03-16

FairMed-XGB: A Bayesian-Optimised Multi-Metric Framework with Explainability for Demographic Equity in Critical Healthcare Data

Mitul Goswami, Romit Chatterjee, Arif Ahmed Sekh

2026-03-16

Nonlinear Gaussian process tomography with imposed non-negativity constraints on physical quantities for plasma diagnostics

Kenji Ueda, Masaki Nishiura

2026-03-16

Spiking Layer-Adaptive Magnitude-based Pruning

Junqiao Wang, Zhehang Ye, Yuqi Ouyang

2026-03-16

On the Adversarial Transferability of Generalized "Skip Connections"

Yisen Wang, Yichuan Mo, Dongxian Wu, Mingjie Li, Xingjun Ma, Zhouchen Lin

2026-03-16

Steering LLMs toward Korean Local Speech: Iterative Refinement Framework for Faithful Dialect Translation

Keunhyeung Park, Seunguk Yu, Youngbin Kim

2026-03-16

Is CLIP ideal? No. Can we fix it? Yes!

Raphi Kang, Yue Song, Georgia Gkioxari, Pietro Perona

2026-03-16

Masked BRep Autoencoder via Hierarchical Graph Transformer

Yifei Li, Kang Wu, Wenming Wu, Xiaoming Fu

2026-03-16

Workflow-Aware Structured Layer Decomposition for Illustration Production

Tianyu Zhang, Dongchi Li, Keiichi Sawada, Haoran Xie

2026-03-16

Directional Routing in Transformers

Kevin Taylor

2026-03-16

$\text{F}^2\text{HDR}$: Two-Stage HDR Video Reconstruction via Flow Adapter and Physical Motion Modeling

Huanjing Yue, Dawei Li, Shaoxiong Tu, Jingyu Yang

2026-03-16

Large Reasoning Models Struggle to Transfer Parametric Knowledge Across Scripts

Lucas Bandarkar, Alan Ansell, Trevor Cohn

2026-03-17

Cheating Stereo Matching in Full-scale: Physical Adversarial Attack against Binocular Depth Estimation in Autonomous Driving

Kangqiao Zhao, Shuo Huai, Xurui Song, Jun Luo

2026-03-16

ExPosST: Explicit Positioning with Adaptive Masking for LLM-Based Simultaneous Machine Translation

Yuzhe Shang, Pengzhi Gao, Yazheng Yang, Jiayao Ma, Wei Liu, Jian Luan, Jingsong Su

2026-03-16

Qubit-centric Transformer for Surface Code Decoding

Seong-Joon Park, Hee-Youl Kwak, Yongjune Kim

2026-03-16

The impact of machine learning forecasting on strategic decision-making for Bike Sharing Systems

Enrico Angelelli, Andrea Mor, Carlotta Orsenigo, M. Grazia Speranza, Carlo Vercellis

2026-03-16

Tensor Completion Leveraging Graph Information: A Dynamic Regularization Approach with Statistical Guarantees

Kaidong Wang, Qianxin Yi, Yao Wang, Xiuwu Liao, Shaojie Tang, Can Yang

2026-03-15

Channel Prediction-Based Physical Layer Authentication under Consecutive Spoofing Attacks

Yijia Guo, Junqing Zhang, Yao-Win Peter Hong

2026-03-20

Fresh Papers

ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling

Yawen Luo, Xiaoyu Shi, Junhao Zhuang, Yutian Chen, Quande Liu, Xintao Wang, Pengfei Wan, Tianfan Xue

2026-03-26

Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting

Yixing Lao, Xuyang Bai, Xiaoyang Wu, Nuoyuan Yan, Zixin Luo, Tian Fang, Jean-Daniel Nahmias, Yanghai Tsin, Shiwei Li, Hengshuang Zhao

2026-03-26

MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

Bocheng Zou, Mu Cai, Mark Stanley, Dingfu Lu, Yong Jae Lee

2026-03-26

RefAlign: Representation Alignment for Reference-to-Video Generation

Lei Wang, YuXin Song, Ge Wu, Haocheng Feng, Hang Zhou, Jingdong Wang, Yaxing Wang, jian Yang

2026-03-26

Vega: Learning to Drive with Natural Language Instructions

Sicheng Zuo, Yuxuan Li, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu

2026-03-26

Drive My Way: Preference Alignment of Vision-Language-Action Model for Personalized Driving

Zehao Wang, Huaide Jiang, Shuaiwu Dong, Yuping Wang, Hang Qiu, Jiachen Li

2026-03-26

PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow

Xincheng Shuai, Song Tang, Yutong Huang, Henghui Ding, Dacheng Tao

2026-03-26

MegaFlow: Zero-Shot Large Displacement Optical Flow

Dingxi Zhang, Fangjinhua Wang, Marc Pollefeys, Haofei Xu

2026-03-26

How good was my shot? Quantifying Player Skill Level in Table Tennis

Akihiro Kubota, Tomoya Hasegawa, Ryo Kawahara, Ko Nishino

2026-03-26

Training the Knowledge Base through Evidence Distillation and Write-Back Enrichment

Yuxing Lu, Xukai Zhao, Wei Wu, Jinzhuo Wang

2026-03-26

Unleashing Guidance Without Classifiers for Human-Object Interaction Animation

Ziyin Wang, Sirui Xu, Chuan Guo, Bing Zhou, Jiangshan Gong, Jian Wang, Yu-Xiong Wang, Liang-Yan Gui

2026-03-26

SlotVTG: Object-Centric Adapter for Generalizable Video Temporal Grounding

Jiwook Han, Geo Ahn, Youngrae Kim, Jinwoo Choi

2026-03-26

BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation

Yan Li, Zezi Zeng, Ziwei Zhou, Xin Gao, Muzhao Tian, Yifan Yang, Mingxi Cheng, Qi Dai, Yuqing Yang, Lili Qiu, Zhendong Wang, Zhengyuan Yang, Xue Yang, Lijuan Wang, Ji Li, Chong Luo

2026-03-26

PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference

Xiaofeng Mao, Shaohao Rui, Kaining Ying, Bo Zheng, Chuanhao Li, Mingmin Chi, Kaipeng Zhang

2026-03-26

PixelSmile: Toward Fine-Grained Facial Expression Editing

Jiabin Hua, Hengyuan Xu, Aojie Li, Wei Cheng, Gang Yu, Xingjun Ma, Yu-Gang Jiang

2026-03-26

Back to Basics: Revisiting ASR in the Age of Voice Agents

Geeyang Tay, Wentao Ma, Jaewon Lee, Yuzhi Tang, Daniel Lee, Weisu Yin, Dongming Shen, Silin Meng, Yi Zhu, Mu Li, Alex Smola

2026-03-26

AnyHand: A Large-Scale Synthetic Dataset for RGB(-D) Hand Pose Estimation

Chen Si, Yulin Liu, Bo Ai, Jianwen Xie, Rolandos Alexandros Potamias, Chuanxia Zheng, Hao Su

2026-03-26

Natural-Language Agent Harnesses

Linyue Pan, Lexiao Zou, Shuo Guo, Jingchen Ni, Hai-Tao Zheng

2026-03-26

R-C2: Cycle-Consistent Reinforcement Learning Improves Multimodal Reasoning

Zirui Zhang, Haoyu Dong, Kexin Pei, Chengzhi Mao

2026-03-26

No Hard Negatives Required: Concept Centric Learning Leads to Compositionality without Degrading Zero-shot Capabilities of Contrastive Models

Hai X. Pham, David T. Hoffmann, Ricardo Guerrero, Brais Martinez

2026-03-26

Agent Factories for High Level Synthesis: How Far Can General-Purpose Coding Agents Go in Hardware Optimization?

Abhishek Bhandwaldar, Mihir Choudhury, Ruchir Puri, Akash Srivastava

2026-03-26

Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models

Kaijin Chen, Dingkang Liang, Xin Zhou, Yikang Ding, Xiaoqiang Liu, Pengfei Wan, Xiang Bai

2026-03-26

The Landscape of AI in Science Education: What is Changing and How to Respond

Xiaoming Zhai, Kent Crippen

2026-03-26

Seeing to Ground: Visual Attention for Hallucination-Resilient MDLLMs

Vishal Narnaware, Animesh Gupta, Kevin Zhai, Zhenyi Wang, Mubarak Shah

2026-03-26

TRACE: Object Motion Editing in Videos with First-Frame Trajectory Guidance

Quynh Phung, Long Mai, Cusuh Ham, Feng Liu, Jia-Bin Huang, Aniruddha Mahapatra

2026-03-26

Wan-Weaver: Interleaved Multi-modal Generation via Decoupled Training

Jinbo Xing, Zeyinzi Jiang, Yuxiang Tuo, Chaojie Mao, Xiaotang Gai, Xi Chen, Jingfeng Zhang, Yulin Pan, Zhen Han, Jie Xiao, Keyu Yan, Chenwei Xie, Chongyang Zhong, Kai Zhu, Tong Shen, Lianghua Huang, Yu Liu, Yujiu Yang

2026-03-26

S2D2: Fast Decoding for Diffusion LLMs via Training-Free Self-Speculation

Ligong Han, Hao Wang, Han Gao, Kai Xu, Akash Srivastava

2026-03-26

Neural Network Conversion of Machine Learning Pipelines

Man-Ling Sung, Jan Silovsky, Man-Hung Siu, Herbert Gish, Chinnu Pittapally

2026-03-26

The Kitchen Loop: User-Spec-Driven Development for a Self-Evolving Codebase

Yannick Roy

2026-03-26

Do Language Models Follow Occam's Razor? An Evaluation of Parsimony in Inductive and Abductive Reasoning

Yunxin Sun, Abulhair Saparov

2026-03-26

reinforcement learning

CyCLeGen: Cycle-Consistent Layout Prediction and Image Generation in Vision Foundation Models

Xiaojun Shan, Haoyu Shen, Yucheng Mao, Xiang Zhang, Abhay Anand, Bingnan Li, Haiyang Xu, Zhuowen Tu

2026-03-16

Masked Auto-Regressive Variational Acceleration: Fast Inference Makes Practical Reinforcement Learning

Yuxuan Gu, Weimin Bai, Yifei Wang, Weijian Luo, He Sun

2026-03-16

Self-Classification Enhancement and Correction for Weakly Supervised Object Detection

Yufei Yin, Lechao Cheng, Wengang Zhou, Jiajun Deng, Zhou Yu, Houqiang Li

2026-03-16

EditHF-1M: A Million-Scale Rich Human Preference Feedback for Image Editing

Zitong Xu, Huiyu Duan, Zhongpeng Ji, Xinyun Zhang, Yutao Liu, Xiongkuo Min, Ke Gu, Jian Zhang, Shusong Xu, Jinwei Chen, Bo Li, Guangtao Zhai

2026-03-16

PerlAD: Towards Enhanced Closed-loop End-to-end Autonomous Driving with Pseudo-simulation-based Reinforcement Learning

Yinfeng Gao, Qichao Zhang, Deqing Liu, Zhongpu Xia, Guang Li, Kun Ma, Guang Chen, Hangjun Ye, Long Chen, Da-Wei Ding, Dongbin Zhao

2026-03-16

Generating solution paths of Markovian stochastic differential equations using diffusion models

Xuefeng Gao, Jiale Zha, Xun Yu Zhou

2026-03-16

GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning

Jinchang Luo, Mingquan Cheng, Fan Wan, Ni Li, Xiaoling Xia, Shuangshuang Tian, Tingcheng Bian, Haiwei Wang, Haohuan Fu, Yan Tao

2026-03-16

MARVL: Multi-Stage Guidance for Robotic Manipulation via Vision-Language Models

Xunlan Zhou, Xuanlin Chen, Shaowei Zhang, Xiangkun Li, ShengHua Wan, Xiaohai Hu, Lei Yuan, Le Gan, De-chuan Zhan

2026-03-16

SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning

Jiaqi Huang, Zunnan Xu, Jun Zhou, Ting Liu, Yicheng Xiao, Mingwen Ou, Bowen Ji, Xiu Li, Kehong Yuan

2026-03-16

RealVLG-R1: A Large-Scale Real-World Visual-Language Grounding Benchmark for Robotic Perception and Manipulation

Linfei Li, Lin Zhang, Ying Shen

2026-03-16

Sample-Efficient Hypergradient Estimation for Decentralized Bi-Level Reinforcement Learning

Mikoto Kudo, Takumi Tanabe, Akifumi Wachi, Youhei Akimoto

2026-03-16

Shopping Companion: A Memory-Augmented LLM Agent for Real-World E-Commerce Tasks

Zijian Yu, Kejun Xiao, Huaipeng Zhao, Tao Luo, Xiaoyi Zeng

2026-03-16

Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling

Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang

2026-03-16

Continual GUI Agents

Ziwei Liu, Borui Kang, Hangjie Yuan, Zixiang Zhao, Wei Li, Yifan Zhu, Tao Feng

2026-03-15

Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation

Lei Chen, Xuanle Zhao, Zhixiong Zeng, Jing Huang, Liming Zheng, Yufeng Zhong, Lin Ma

2026-03-16

Ego to World: Collaborative Spatial Reasoning in Embodied Systems via Reinforcement Learning

Heng Zhou, Li Kang, Yiran Qin, Xiufeng Song, Ao Yu, Zilu Zhang, Haoming Song, Kaixin Xu, Yuchen Fan, Dongzhan Zhou, Xiaohong Liu, Ruimao Zhang, Philip Torr, Lei Bai, Zhenfei Yin

2026-03-16

CRAFT: Calibrated Reasoning with Answer-Faithful Traces via Reinforcement Learning for Multi-Hop Question Answering

Yu Liu, Wenxiao Zhang, Diandian Guo, Cong Cao, Fangfang Yuan, Qiang Sun, Yanbing Liu, Jin B. Hong, Zhiyuan Ma

2026-03-16

DeFRiS: Silo-Cooperative IoT Applications Scheduling via Decentralized Federated Reinforcement Learning

Zhiyu Wang, Mohammad Goudarzi, Mingming Gong, Rajkumar Buyya

2026-03-16

Deterministic Policy Gradient for Reinforcement Learning with Continuous Time and State

Ziheng Cheng, Xin Guo, Yufei Zhang

2026-03-16

MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models

Chieh-Yun Chen, Zhonghao Wang, Qi Chen, Zhifan Ye, Min Shi, Yue Zhao, Yinan Zhao, Hui Qu, Wei-An Lin, Yiru Shen, Ajinkya Kale, Irfan Essa, Humphrey Shi

2026-03-15

VisionCoach: Reinforcing Grounded Video Reasoning via Visual-Perception Prompting

Daeun Lee, Shoubin Yu, Yue Zhang, Mohit Bansal

2026-03-15

EcoFair-CH-MARL: Scalable Constrained Hierarchical Multi-Agent RL with Real-Time Emission Budgets and Fairness Guarantees

Saad Alqithami

2026-03-15

Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning

Syeda Nahida Akter, Shrimai Prabhumoye, Matvei Novikov, Seungju Han, Ying Lin, Evelina Bakhturina, Eric Nyberg, Yejin Choi, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro

2026-03-15

A Loss Landscape Visualization Framework for Interpreting Reinforcement Learning: An ADHDP Case Study

Jingyi Liu, Jian Guo, Eberhard Gill

2026-03-15

HoRD: Robust Humanoid Control via History-Conditioned Reinforcement Learning and Online Distillation

Puyue Wang, Jiawei Hu, Yan Gao, Junyan Wang, Yu Zhang, Gillian Dobbie, Tao Gu, Wafa Johal, Ting Dang, Hong Jia

2026-03-15

Adapting Critic Match Loss Landscape Visualization to Off-policy Reinforcement Learning

Jingyi Liu, Jian Guo, Eberhard Gill

2026-03-15

Machine Learning-Driven Intelligent Memory System Design: From On-Chip Caches to Storage

Rahul Bera, Rakesh Nadig, Onur Mutlu

2026-03-15

CARE What Fails: Contrastive Anchored-REflection for Verifiable Multimodal Reasoning

Yongxin Wang, Zhicheng Yang, Meng Cao, Mingfei Han, Haokun Lin, Yingying Zhu, Xiaojun Chang, Xiaodan Liang

2026-03-15

Separable neural architectures as a primitive for unified predictive and generative intelligence

Reza T. Batley, Apurba Sarker, Rajib Mostakim, Andrew Klichine, Sourav Saha

2026-03-15

Buffer Matters: Unleashing the Power of Off-Policy Reinforcement Learning in Large Language Model Reasoning

Xu Wan, Yansheng Wang, Wenqi Huang, Mingyang Sun

2026-03-16

language

Steering Code LLMs with Activation Directions for Language and Library Control

Md Mahbubur Rahman, Arjun Guha, Harshitha Menon

2026-03-24

Robust Language Identification for Romansh Varieties

Charlotte Model, Sina Ahmadi, Jannis Vamvas

2026-03-16

GT-PCQA: Geometry-Texture Decoupled Point Cloud Quality Assessment with MLLM

Guohua Zhang, Jian Jin, Meiqin Liu, Chao Yao, Weisi Lin, Yao Zhao

2026-03-16

Adversarial attacks against Modern Vision-Language Models

Alejandro Paredes La Torre

2026-03-17

Vietnamese Automatic Speech Recognition: A Revisit

Thi Vu, Linh The Nguyen, Dat Quoc Nguyen

2026-03-16

A Comprehensive Evaluation of LLM Unlearning Robustness under Multi-Turn Interaction

Ruihao Pan, Suhang Wang

2026-03-15

Gesture-Aware Pretraining and Token Fusion for 3D Hand Pose Estimation

Rui Hong, Jana Kosecka

2026-03-18

Online LLM watermark detection via e-processes

Weijie Su, Ruodu Wang, Zinan Zhao

2026-03-18

Code Roulette: How Prompt Variability Affects LLM Code Generation

Andrei Paleyes, Radzim Sendyka, Diana Robinson, Christian Cabrera, Neil D. Lawrence

2026-03-17

HO-SFL: Hybrid-Order Split Federated Learning with Backprop-Free Clients and Dimension-Free Aggregation

Qiyuan Chen, Xian Wu, Yi Wang, Xianhao Chen

2026-03-16

Buffer Matters: Unleashing the Power of Off-Policy Reinforcement Learning in Large Language Model Reasoning

Xu Wan, Yansheng Wang, Wenqi Huang, Mingyang Sun

2026-03-16

CyCLeGen: Cycle-Consistent Layout Prediction and Image Generation in Vision Foundation Models

Xiaojun Shan, Haoyu Shen, Yucheng Mao, Xiang Zhang, Abhay Anand, Bingnan Li, Haiyang Xu, Zhuowen Tu

2026-03-16

LAMB: LLM-based Audio Captioning with Modality Gap Bridging via Cauchy-Schwarz Divergence

Hyeongkeun Lee, Jongmin Choi, KiHyun Nam, Joon Son Chung

2026-03-16

SoulX-Singer: Towards High-Quality Zero-Shot Singing Voice Synthesis

2026-03-16

On the Emotion Understanding of Synthesized Speech

Yuan Ge, Haishu Zhao, Aokai Hao, Junxiang Zhang, Bei Li, Xiaoqian Liu, Chenglong Wang, Jianjin Wang, Bingsen Zhou, Bingyu Liu, Jingbo Zhu, Zhengtao Yu, Tong Xiao

2026-03-17

ClinConsensus: A Consensus-Based Benchmark for Evaluating Chinese Medical LLMs across Difficulty Levels

Xiang Zheng, Han Li, Wenjie Luo, Weiqi Zhai, Yiyuan Li, Chuanmiao Yan, Tianyi Tang, Yubo Ma, Kexin Yang, Dayiheng Liu, Hu Wei, Bing Zhao

2026-03-16

On the Adversarial Transferability of Generalized "Skip Connections"

Yisen Wang, Yichuan Mo, Dongxian Wu, Mingjie Li, Xingjun Ma, Zhouchen Lin

2026-03-16

Steering LLMs toward Korean Local Speech: Iterative Refinement Framework for Faithful Dialect Translation

Keunhyeung Park, Seunguk Yu, Youngbin Kim

2026-03-16

A Language-Agnostic Hierarchical LoRA-MoE Architecture for CTC-based Multilingual ASR

Yuang Zheng, Dongxu Chen, Yuxiang Mei, Dongxing Xu, Jie Chen, Yanhua Long

2026-03-16

RS-WorldModel: a Unified Model for Remote Sensing Understanding and Future Sense Forecasting

Linrui Xu, Zhongan Wang, Fei Shen, Gang Xu, Huiping Zhuang, Ming Li, Haifeng Li

2026-03-16

ConsistCompose: Unified Multimodal Layout Control for Image Composition

Xuanke Shi, Boxuan Li, Xiaoyang Han, Zhongang Cai, Lei Yang, Quan Wang, Dahua Lin

2026-03-16

Relevance Feedback in Text-to-Image Diffusion: A Training-Free And Model-Agnostic Interactive Framework

Wenxi Wang, Hongbin Liu, Mingqian Li, Junyan Yuan, Junqi Zhang

2026-03-16

Grounding Machine Creativity in Game Design Knowledge Representations: Empirical Probing of LLM-Based Executable Synthesis of Goal Playable Patterns under Structural Constraints

Hugh Xuechen Liu, Kıvanç Tatar

2026-03-16

Is CLIP ideal? No. Can we fix it? Yes!

Raphi Kang, Yue Song, Georgia Gkioxari, Pietro Perona

2026-03-16

Large Reasoning Models Struggle to Transfer Parametric Knowledge Across Scripts

Lucas Bandarkar, Alan Ansell, Trevor Cohn

2026-03-17

EditHF-1M: A Million-Scale Rich Human Preference Feedback for Image Editing

Zitong Xu, Huiyu Duan, Zhongpeng Ji, Xinyun Zhang, Yutao Liu, Xiongkuo Min, Ke Gu, Jian Zhang, Shusong Xu, Jinwei Chen, Bo Li, Guangtao Zhai

2026-03-16

Automatically Benchmarking LLM Code Agents through Agent-Driven Annotation and Evaluation

Lingyue Fu, Bolun Zhang, Hao Guan, Yaoming Zhu, Lin Qiu, Weiwen Liu, Xuezhi Cao, Xunliang Cai, Weinan Zhang, Yong Yu

2026-03-16

SpatialViz-Bench: A Cognitively-Grounded Benchmark for Diagnosing Spatial Visualization in MLLMs

Siting Wang, Minnan Pei, Luoyang Sun, Cheng Deng, Yuchen Li, Kun Shao, Zheng Tian, Haifeng Zhang, Jun Wang

2026-03-16

A Systematic Evaluation of On-Device LLMs: Quantization, Performance, and Resources

Qingyu Song, Rui Liu, Wei Lin, Peiyu Liao, Wenqian Zhao, Yiwen Wang, Shoubo Hu, Yining Jiang, Mochun Long, Hui-Ling Zhen, Ning Jiang, Mingxuan Yuan, Qiao Xiang, Hong Xu

2026-03-16

PureCLIP-Depth: Prompt-Free and Decoder-Free Monocular Depth Estimation within CLIP Embedding Space

Ryutaro Miya, Kazuyoshi Fushinobu, Tatsuya Kawaguchi

2026-03-17

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