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

Alban Puech, Matteo Mazzonelli, Tamara R. Govindasamy, Mangaliso Mngomezulu, Héctor Maeso-García, Thomas Tolhurst, Javad Bayazi, Ali Moeini, Naomi Simumba, Celia Cintas, David Nelischer, Romeo Kienzler, Jonas Weiss, Anna Varbella, Florian Dörfler, Gabriela Hug, Martin Mevissen, Juan Bernabé-Moreno, François Mirallès, Hendrik F. Hamann, Etienne Vos, Thomas Brunschwiler

2026-08-20

MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use

Mengru Wang, Haozhe Luo, Zhenqian Xu, Zhixiang Cui, Haoming Xu, Qu Yang, Jizhan Fang, Junfeng Fang, Ningyu Zhang

2026-08-20

The Third Restructuring of Software Form: From the Three-Tier Architecture to Storage, Models, and Agents

Wei Lin, Tao Zhou, Zhaofei Xie, Changgui Hong

2026-08-20

From Rebound to Remedy: Understanding and Mitigating Reward Hacking via Representation Engineering

Rui Wu, Ruixiang Tang

2026-08-20

From Agent Behaviour to Agent-Friendly Documentation: An Empirical Study of How Coding Agents Discover, Read, and Write Technical Documentation

Zhijun Gao, Jing Chen

2026-08-20

MKG-CARE: Case-Aware Reasoning with Multimodal Knowledge Graphs for Explainable Medical Image Diagnosis

Yiming Xu, Yixuan Liu, Yuhang Zhang, Ling Zheng, Yihan Wang, Qi Song

2026-08-20

UAV-Based Infrastructure Inspections: A Literature Review and Proposed Framework for AEC+FM

Amir Farzin Nikkhah, Dong Chen, Bradford Campbell, Somayeh Asadi, Arsalan Heydarian

2026-08-20

Andy: A Mathematical Agent for Rigorous Proof and Autonomous Research

Zi'an Wang

2026-08-20

Loreley: Repository-Scale Program Evolution with Quality-Diversity Search

Mohan Chen

2026-08-20

Feature Evolution and Migration during Vision Transformer Training

Joonas Järve, Halil Ibrahim Aysel, Tarun Khajuria, Meelis Kull

2026-08-20

Multi-Agent Orchestration with the Common-Sense Reasoning Capabilities of LLMs for Autonomous Driving

Mehdi Azarafza, Faezeh Pasandideh, Ali Ehteshami Bejnordi, Stefan Henkler, Achim Rettberg

2026-08-20

ID-VTG: Image-Disambiguated Video Temporal Grounding

Minghang Zheng, Jingli Wei, Hongyi Yang, Yang Liu

2026-08-20

Discrete Diffusion Inference-Time Control with Nested Sequential Monte Carlo

Lohithsai Yadala Chanchu, Hany Abdulsamad, Christian A. Naesseth

2026-08-20

ArmorOCR: Grounded Adversarial Visual Perception via Observation-Transferred Self-Distillation

Linhan Cao, Siyuan Li, Jun Lan, Liangbo He, Guannan Li, Xiaolei Huang, Jun Jia, Shuheng Zhou, Huijia Zhu, Weiqiang Wang, Wei Sun

2026-08-20

SAE-Xplainers: Rule-Based Feature Interpretation for Extreme Earth Events

Hugo Porta, Emanuele Dalsasso, Chang Xu, Theo Gnassounou, Devis Tuia

2026-08-20

Learning Asymptotics with Convergence-Rate Guarantees using Linear Least Squares

Christos N. Efrem

2026-08-20

Towards Formalizing Reinforcement Learning Theory: A Robbins-Siegmund Approach

Shangtong Zhang

2026-08-20

A Tool to Map AI Programs in the U.S.: A Snapshot from April 2026 and an Analysis of Requirements for AI Majors and Minors

Felix Muzny, Carolyn Jones, Carter Ithier, Hasnain Sikora, Hrutika Harshadbhai Patel, Carla E. Brodley

2026-08-20

HandMvNet: Real-Time 3D Hand Pose Estimation Using Multi-View Cross-Attention Fusion

Muhammad Asad Ali, Nadia Robertini, Didier Stricker

2026-08-20

An Agentic Approach for Active Data Collection, Travel Behavior Modeling, and Weather-Sensitive Demand Prediction

Narges Ahmadi, Yubo Jiao, Jônatas Augusto Manzolli, Jiangbo Yu, Luis Miranda-Moreno

2026-08-20

Fresh Papers

A Common Measure of Communication for Speech Brain-Computer Interfaces

Dulhan Jayalath, Benjamin Ballyk, Oiwi Parker Jones

2026-09-02

SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models

Junchao Huang, Guian Fang, Shengju Qian, Xianghao Kong, Zhuoran Zhao, Wei Huang, Yihua Du, Zixin Zhang, Justin Cui, Yuchao Gu, Yukang Chen, Xinting Hu, Tianyu He, Shaoshuai Shi, Zhuotao Tian, Xin Wang, Mike Zheng Shou, Li Jiang

2026-09-02

Discriminative World Models for Web Agents

Kelvin Li, Dhruv Pendharkar, Anish Pahilajani, Chuyi Shang, Leon Oks, Leonid Karlinsky, Rogerio Feris, Trevor Darrell, Roei Herzig

2026-09-02

Graph Machine: Towards Better Pretraining via Edges

Lintai Hou

2026-09-02

GRADSOLVE: fast exact gradients for ODE ensembles on GPUs

Alessio Spurio Mancini

2026-09-02

Mediocrity is the key for LLM as a Judge Anchor Selection

Shachar Don-Yehiya, Asaf Yehudai, Leshem Choshen, Omri Abend

2026-09-02

Thinking in Pictures: A Systematic Benchmark for Reasoning-driven Image Generation

Yutong Liu, Nan Huang, Xu Cao, James M. Rehg

2026-09-02

Towards Trustworthy Autonomous Robots: An Explainable AI-Based Decision Framework

Cagri Temel

2026-09-02

PlantC2USeg: Cross-Scale Consistent Pre-Training for Few-Shot Unified Plant Point Cloud Segmentation

Yu Tian, Xintong Jiang, Jan Franklin Adamowski, Shiv O. Prasher, Shangpeng Sun

2026-09-02

User Feedback Provides a Unique Signal that LLMs Can not Detect

Shachar Don-Yehiya, Leshem Choshen, Omri Abend

2026-09-02

Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes

Xiangjun Mi, Frank Mueller

2026-09-02

Improved Gradient Descent Lower Bounds Beyond Nesterov

Yuhan Ye, Kaizhao Liu

2026-09-02

MuyBridge: Mobile Human Center-of-Mass Estimation from Monocular Video via Sparse Fusion

Aidan Bradshaw, Marco Giordano, David Rode, Andreas Habersack, Elif Basokur, Annika Kruse, Markus Tilp, Michele Magno, Peter Wolf, Luca Benini, Christoph Leitner

2026-09-02

The Implications of Linguistic Illegibility for LLM Security

James Mickens

2026-09-02

Adaptive Graph-of-Islands Evolution for Automatic Feature Engineering with LLMs

Sha Li, Naren Ramakrishnan

2026-09-02

Post-Training Language Models for Gold-Medal Performance in Coding Competitions

Aleksander Ficek, Sean Narenthiran, Mehrzad Samadi, Somshubra Majumdar, Boris Ginsburg

2026-09-02

RoGe: Novel View Synthesis via End-to-End Implicit Reconstruction and Generation

Xiaolei Lang, Ze Kang, Zehao Huang, Naiyan Wang

2026-09-02

UE5M3 FP4 Block Scaling for Stable Language Model Pretraining

Robert Hu, Carlo Luschi, Paul Balanca

2026-09-02

On the Expressive Power and Limitations of Multi-Layer SSMs

Nikola Zubić, Qian Li, Yuyi Wang, Davide Scaramuzza

2026-09-02

Efficient All-in-One Weather Restoration using Spectral Harmonization

Paula Garrido-Mellado, Daniel Feijoo, Yuning Cui, Alvaro Garcia, Marcos V. Conde

2026-09-02

Aletheia: An Offline-First Clinical Decision Support System for Differential Diagnosis in Low-Resource Healthcare Settings

Joseph Walusimbi, Ann Move Oguti, Abubakhari Sserwadda, Precious Boss Kasasira, Charles Brian Okoboi

2026-09-02

Towards Solving the Gilbert-Pollak Conjecture via Large Language Models

Yisi Ke, Tianyu Huang, Yankai Shu, Di He, Jingchu Gai, Liwei Wang

2026-09-02

Learning Spectral-Like Mesh-Free Discretisations

Lucas Gerken Starepravo, Henry Broadley, Steven Lind, Jack R. C. King

2026-09-02

Copula Transformations for Data-Consistent Inversion

Troy Butler, Tianyi Jiang, João Silva, Harri Hakula, Timothy Wildey

2026-09-02

Benchmarking RAW and RGB Restoration in Image Signal Processors

Zihao Lu, Radu Timofte, Marcos V. Conde

2026-09-02

CARPAS: Towards Content-Aware Refinement of Provided Aspects for Summarization in Large Language Models

Yong-En Tian, Yu-Chien Tang, An-Zi Yen, Wen-Chih Peng

2026-09-02

A Lightweight Multi-Metric No-Reference Image Quality Assessment Framework for UAV Imaging

Koffi Titus Sergio Aglin, Anthony K. Muchiri, Celestin Nkundineza

2026-09-02

AI Contextual Measurement for Recovering Individual and Group-Level Effects: Validation Against Survey Measures and an Occupational Application

Wenxin Jiang, Xuyang Wang, Yuxiao Wu

2026-09-02

RCProb: Probabilistic rule extraction from classification tree ensembles

Josue Obregon

2026-09-02

Cliff: Learning Process Rewards from the First Mistake

Peixuan Han, Runhui Wang, Ketan Ramaneti, Jie Hao, Gerald Friedland, Chris Kong

2026-09-02

reinforcement learning

G-CARL: Grounded Checklist-Aligned Reward Learning for Patient-Oriented Medical Report Interpretation

Shiao Xie, Siyu Chen, Jianwei Lv, Bo Yuan, Yujin Wang, Xiandong Li

2026-08-20

MidTool: Mid-training Data Synthesis for Agentic Tool Use

Fengqing Jiang, Yite Wang, Boyi Liu, Zhaoyang Wang, Canwen Xu, Zhewei Yao, Radha Poovendran, Yuxiong He

2026-08-20

The Bidding Games: Reinforcement Learning for MEV Extraction on Polygon Blockchain

Andrei Seoev, Leonid Gremyachikh, Anastasiia Smirnova, Yash Madhwal, Alisa Kalacheva, Dmitry Belousov, Ilia Zubov, Aleksei Smirnov, Denis Fedyanin, Vladimir Gorgadze, Yury Yanovich

2026-08-20

Learning When to Think: Adaptive Reasoning for Test-Time Compute Allocation

Gijs Kassenaar, Zhao Yang, Vincent François-Lavet

2026-08-20

Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity

Jin Li, Ye Luo, Zigan Wang, Xiaowei Zhang

2026-08-20

RoMAN-Flow: Taming Autoregressive Normalizing Flows for Offline Reinforcement Learning in Robotic Manipulation

Shaoxuan Wang, Guangting Zheng, Rui Huang, Zhipeng Tang, Sha Zhang, Jiajun Deng, Yanyong Zhang

2026-08-20

From Rebound to Remedy: Understanding and Mitigating Reward Hacking via Representation Engineering

Rui Wu, Ruixiang Tang

2026-08-20

DARS: Dual-Level Credit Assignment RL with Structured Reasoning for Instruction-Based Image Editing

Haoxiang Cao, Jiajiong Cao, Xuanpu Zhang, Changqian Yu, Chaoqun Wang

2026-08-20

VA-Judger: Reward Modeling from Human Preference Feedback for Joint Video-Audio Generation

Yinming Huang, Shuyuan Tu, Xi Yan, Zihan Yang, Jianhua Han, Xu Hang, Yu-Gang Jiang, Zuxuan Wu

2026-08-20

Multi-Agent Orchestration with the Common-Sense Reasoning Capabilities of LLMs for Autonomous Driving

Mehdi Azarafza, Faezeh Pasandideh, Ali Ehteshami Bejnordi, Stefan Henkler, Achim Rettberg

2026-08-20

Reward-Guided Autoregressive Graph Generation for Efficient Multi-Agent Communication Topology Design

Poomphob Suwannapichat, Boonyarit Changaival, Caesar Wu, Pascal Bouvry

2026-08-20

Towards Formalizing Reinforcement Learning Theory: A Robbins-Siegmund Approach

Shangtong Zhang

2026-08-20

SPyCE: Skill-Policy Co-evolution for Multimodal Agents

Ru Zhang, Weijie Qiu

2026-08-20

End-to-end Early Classification of Time Series in Non-Stationary Environments

Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

2026-08-20

Emergence of cooperation: A reputation-modulated reinforcement learning

Chenyang Zhao, Jiqiang Zhang, Li Chen, Yong Zou

2026-08-20

Continual Reasoning Gym: Diagnosing and Harnessing Shared Reasoning in Continual RLVR

Lirui Luo, Guoxi Zhang, Hongming Xu, Rongqing Li, Cong Fang, Lifeng Fan

2026-08-20

EXIMO: VLM Guided Exploration of VLA Policies

Bhavya Sukhija, Oliver Groth, Mohit Shridhar, Tim Hertweck, Michael Bloesch, Markus Wulfmeier, Abbas Abdolmaleki, Martin Riedmiller

2026-08-20

EnvHarness: Awakening Static Worlds for Agent Learning

Chengsong Huang, Zifeng Wang, Rujun Han, Jun Yan, Yanfei Chen, Zoey CuiZhu, Ke Jiang, Peng Xia, Han Yu, Yufan Zhuang, Yifei Ming, Jiaqi Pan, Bhavana Dalvi Mishra, Jiaxin Huang, Burak Gokturk, Tomas Pfister, Chen-Yu Lee

2026-08-20

PosterText: Towards Unified Visual Text Generation and Editing for E-commerce Poster

Xiaoan Liu, Lichen Ma, Zipeng Guo, Yu He, Xiaoyan Su, Shaojie Guo, Jingling Fu, Xiaolong Fu, Hao Yang, Tongxuan Liu, Yu Guo, Fei Wang, Xinyi Liu, Yongjun Zhang, Junshi Huang

2026-08-20

Zoom-IQA: Image Quality Assessment with Reliable Region-Aware Reasoning

Guoqiang Liang, Jianyi Wang, Zhonghua Wu, Shangchen Zhou, Chen Change Loy

2026-08-20

BRIDGE: Bridging Reasoning In Distillation Gap Elimination via Structure-Aware Masking

Bowen Yu, Sheng Zhang, Binhao Wang, Yi Wen, Jingtong Gao, Bowen Liu, Zimo Zhao, Shanshan Ye, Wanyu Wang, Maolin Wang, Xiangyu Zhao

2026-08-20

SAPO: Single-Rollout Autoregressive Policy Optimization for Agentic Reinforcement Learning

Dayang Liang, Lang Feng, Bo An, Yunlong Liu

2026-08-20

Adaptive Probabilistic Shielding by Learning MDPs for Safe Reinforcement Learning

Astrid Horn Brorholt, Maris F. L. Galesloot, Nils Jansen, Kim Guldstrand Larsen, Christian Schilling

2026-08-20

Video Evidence to Reasoning Efficient Video Understanding via Explicit Evidence Grounding

Yanxiang Huang, Guohua Gao, Zhaoyang Wei

2026-08-20

Towards Clinically Faithful Medical Image Captioning via Enhanced Vision-Language Alignment

Yunseo Lee, Hyun Jun Kim, Heeseung Shin, Changwon Lim

2026-08-20

ADAPT: Physics-Aware Diffusion-based World Models for Adaptive Predictive Transferable HVAC Control

Xu Yang, Kailai Sun, Dianyu Zhong, Qianchuan Zhao

2026-08-20

MileGPO: Milestone Inference with Local Evidence for Graph-Based Policy Optimization of Long-Horizon LLM Agents

Bo Qian, Yuting Wu, Shuang Zeng, Huaiyu Wan, Dalin Zhang, Jiqiang Liu

2026-08-20

Higher Resolution, Better Generalization: Unlocking Visual Scaling in Deep Reinforcement Learning

Raphael Trumpp, Ömer Veysel Çağatan, Barış Akgün, Marco Caccamo

2026-08-20

VISD: Enhancing Video Reasoning via Structured Self-Distillation

Hao Lin, Kunyang Lv, Xu Jiang, Jingqi Tian, Zhongjing Du, Jiayu Ding, Qiaoman Zhang, Hongbo Jin

2026-08-20

Swift-Image: Exploring the Performance Frontier of Compact Unified Image Generation Models

Taihang Hu, Zhao Wang, Zuan Gao, Tao Liu, Hao Yan, Zhengze Xu, Yuhang Yu, Yongchao Du, Xingjian Wang, Jun Zheng, Qinye Zhou, Zhengrui Chen, Chao Lin, Yefeng Shen, Zhengtao Wu, Ge Wu, Xiaoli Xu, Denghui Yang, Huayu Zhang, Mingzhou Zhang, Mengting Chen

2026-08-20

language

Rule-Compliant Visual Spatial Planning for Multimodal Large Language Models

Yu Chen, Ting Lei, Yaoyi Li, Jia Cai, Zhecen Wu, Yang Liu

2026-08-20

G-CARL: Grounded Checklist-Aligned Reward Learning for Patient-Oriented Medical Report Interpretation

Shiao Xie, Siyu Chen, Jianwei Lv, Bo Yuan, Yujin Wang, Xiandong Li

2026-08-20

An Agentic Approach for Active Data Collection, Travel Behavior Modeling, and Weather-Sensitive Demand Prediction

Narges Ahmadi, Yubo Jiao, Jônatas Augusto Manzolli, Jiangbo Yu, Luis Miranda-Moreno

2026-08-20

Explainable Transformer Models for Clinical Prediction Tasks on Structured Electronic Health Records

Jun Ni Du, Lukas Adamek, Maxim Kryukov, Flavio Dormont, Ziv Bar-Joseph, Sven Jager, Brandon Rufino

2026-08-20

MidTool: Mid-training Data Synthesis for Agentic Tool Use

Fengqing Jiang, Yite Wang, Boyi Liu, Zhaoyang Wang, Canwen Xu, Zhewei Yao, Radha Poovendran, Yuxiong He

2026-08-20

Remask, Don't Replace: Token-to-Mask Refinement in Diffusion Language Models

Lin Yao

2026-08-20

Generalist Vision-Language Models for Fast Radio Burst detection: a zero-shot benchmark against a specialized detector

Raiff H. Santos, Amilcar R. Queiroz, Tharcisyo S. S. Duarte, K. E. L. de Farias, Rafael A. Batista

2026-08-20

Phantom Gains: Auditing Self-Improvement Against a Measured Null

Cheng Xu, Nan Yan, Liming Chen, M-Tahar Kechadi

2026-08-20

Inject, Align, Recover: Staged Post-Training for Retrieval-Free Document Knowledge Internalization

Qian Kou, Xiaofeng Shi, Xiaosong Qiu, Hua Zhou

2026-08-20

ChronoAgentic: A Code-based Multi-Agent World Simulator for Physically Grounded Simulation Construction

Hongyu Wang, Jingquan Wang, Ashvin Anilkumar, Bocheng Zou, Radu Serban, Dan Negrut

2026-08-20

Break It Down, Pass It On: Cross-Task Skill Transfer in LLM Agents

Yiyang Feng, Biddut Sarker Bijoy, Niranjan Balasubramanian, Jiawei Zhou

2026-08-20

Learning When to Think: Adaptive Reasoning for Test-Time Compute Allocation

Gijs Kassenaar, Zhao Yang, Vincent François-Lavet

2026-08-20

A Model-Internal Protocol for Assessing Multimodal Models as Integrated Systems

Hao Zhang, Jiaxin Qi, Zhijiang Tang, Jianqiang Huang

2026-08-20

Text-based Tactile Graphics Generation for the Visually Impaired

Ruihan Gao, Joonghyuk Shin, Ava Pun, Jaesik Park, Wenzhen Yuan, Jun-Yan Zhu

2026-08-20

MPCoT: Reward-Guided Multi-Path Latent Reasoning for Test-Time Scalable Vision-Language-Action

Boyang Zhang, Lianlei Shan

2026-08-20

Daedalus-150M: A Convolution-Attention Hybrid Designed for CPU Inference

Christos Koutsiaris

2026-08-20

ContractScrub: A benchmark for final review of legal contracts

Yejin Bang, Kirsty Fielding, Brandan Oliver, Brian Birke, Nabeel Seedat, Andrew M. Bean

2026-08-20

SafeBranch: Branch-Pair Safety Alignment for Embodied Agents

Hyunse Lee, Jiwoo Jeong, Haneul Lee, Kyochul Jang, Youngjae Yu, Woojin Lee

2026-08-20

MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use

Mengru Wang, Haozhe Luo, Zhenqian Xu, Zhixiang Cui, Haoming Xu, Qu Yang, Jizhan Fang, Junfeng Fang, Ningyu Zhang

2026-08-20

Decoding silent reading from non-invasive EEG

Ingo Marquardt, Anthilia Alchanat, Priyanka Jain

2026-08-20

G3Ego: Gaze-Guided Graphs for Egocentric Action Understanding

Marko Haralović, Akash Ramakrishnan, Estefania Talavera Martinez

2026-08-20

Ask Self, Ask Others: Relation Is All You Need

Yuting Ge, Pengju Yang, Mingkai Nie

2026-08-20

DARS: Dual-Level Credit Assignment RL with Structured Reasoning for Instruction-Based Image Editing

Haoxiang Cao, Jiajiong Cao, Xuanpu Zhang, Changqian Yu, Chaoqun Wang

2026-08-20

FormalTCS: Benchmarking End-to-End Frontier Formal Theoretical Computer Science Research of Large Language Models

Dingzirui Wang, Xuanliang Zhang, Keyan Xu, Qingfu Zhu, Wanxiang Che

2026-08-20

Human-computer interactions predict mental health

Veith Weilnhammer, Jefferson Ortega, David Whitney

2026-08-20

SUM-AgriVLN: Spatial Understanding Memory for Agricultural Vision-and-Language Navigation

Xiaobei Zhao, Xingqi Lyu, Xin Chen, Xiang Li

2026-08-20

DPC-Net: Dual-Prior Collaborative Network for All-in-One Image Restoration

Zhaokun He, Kangbiao Shi, Axi Niu, Jian Jin, Peng Wu, Wei Dong, Qingsen Yan

2026-08-20

Multi-Agent Orchestration with the Common-Sense Reasoning Capabilities of LLMs for Autonomous Driving

Mehdi Azarafza, Faezeh Pasandideh, Ali Ehteshami Bejnordi, Stefan Henkler, Achim Rettberg

2026-08-20

ID-VTG: Image-Disambiguated Video Temporal Grounding

Minghang Zheng, Jingli Wei, Hongyi Yang, Yang Liu

2026-08-20

ConceptGuard: Benchmarking Context-Sensitive Unlearning in Large Language Models

Sahil Kale, Ian Harris

2026-08-20

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