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

Aleksei Khalin, Egor Ershov, Artyom Panshin, Sergey Korchagin, Georgiy Lobarev, Arseniy Terekhin, Sofiia Dorogova, Amir Shamsutdinov, Yasin Mamedov, Bakhtiyar Khalfin, Bogdan Sheludko, Emil Zilyaev, Nikola Banić, Georgy Perevozchikov, Radu Timofte, Shuai Liu, Yuqian Zhang, Lize Zhang, Yibin Huang, Chaoyu Feng, Luyang Wang, Xiaotao Wang, Dongqing Zou, Lei Lei, Tianli Liu, Dejun Hao, Chunxia Lei, Furkan Kınlı, Andrei Mironov, Alexander Dikov, Aleksei Sadokhin, Vladimir Zvorygin, Constantine Habarlak, Shuwei Yue, Egor Mirantsov, Daniil Okunev, Dmitry Arkhipov, Aleksandr Yugay, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Wei Zhou, Linfeng Li, Lingdong Kong, Jiachen Tu, Guoyi Xu, Yaoxin Jiang, Jiajia Liu, Yaokun Shi

2026-08-10

Endo-NeRF++: Uncertainty-Aware Neural Rendering with Multi-Resolution Hash Encoding for Dynamic Surgical Scene Reconstruction

Gousia Habib, Laura Ruotsalainen

2026-08-10

MoNo: Multiscale Optimal Transport Neural Operator for Solving PDEs on General Geometries

Zijiang Yang, Xiaomeng Wu, Dongmei Fu

2026-08-10

Second-Order Muon Done Right: A Principled Marriage of Spectral Geometry and Curvature

Tong Che

2026-08-10

Establishing Boundary KKT Convergence of Mirror Descent through Reparameterization

Kuangyu Ding, Kim-Chuan Toh

2026-08-10

NeuroBridge: Bridging Multi-Task MRI Knowledge for Neurodegenerative Disease Diagnosis

Mengyu Li, Guoyao Shen, Chad W. Farris, Xin Zhang

2026-08-10

Disentangling Co-Occurring Retinal Pathologies with Saliency-Guided Sparse Expert Routing

Nagur Shareef Shaik, Jeongwoo Park, Yeong-Jin Kim, Jaeuk Jung, Hyunjung Oh, Dong Hye Ye

2026-08-10

Rethinking Factor Sharing in Federated LoRA: A Rank-Aware Adaptive Approach

Xinyi Xu, Bingnan Xiao, Shuang Qin, Gang Feng, Tony Q. S. Quek

2026-08-10

Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model

Saad Ahmed, Md Khalid Syfullah

2026-08-10

Seeing SDG 6 from space: local-scale monitoring of piped water and sewage systems across Africa using satellite imagery and self-supervised learning

Othmane Echchabi, Aya Lahlou, Nizar Talty, Josh Malcolm Manto, Tongshu Zheng, Ka Leung Lam

2026-08-10

HandSplatter: Automated Digital Goniometry from Neural Rendering

Emmett Chen, Neal Chen, Xiang Li, Quanzheng Li, Siyeop Yoon

2026-08-10

Auditable Agents

Yi Nian, Aojie Yuan, Haiyue Zhang, Jiate Li, Li Li, Xiyang Hu, Hua Wei, Xiongye Xiao, Chaowei Xiao, Yue Zhao

2026-08-13

Fresh Papers

OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs

Xianyun Sun, Chaoyou Fu, Zhengye Zhang, Feiyang Duan, Qingyuan Cao, Yonghui Niu, Sihang Yuan, Ge Zhang, Caifeng Shan

2026-08-21

Primal Acceleration of Newton's Method

Nikita Doikov

2026-08-21

VIALS: A Benchmark for Visual Interpretation of Artifacts in the Life Sciences

Elaine Lau, Thanuka Udumulla, Lee Izhaki-Tavor, Francisco Guzmán, Nicholas Magazine, Jonas Mueller

2026-08-21

AI with Authority, from Application to Silicon

Jason Hickey

2026-08-21

AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning

Can Jin, Yang Zhou, Qixin Zhang, Hongwu Peng, Di Zhang, Zihan Dong, Marco Pavone, Ligong Han, Zhang-Wei Hong, Tong Che, Dimitris N. Metaxas

2026-08-21

Generalization Measures under Controlled Covariate Shift: A Regime-Aware Benchmark

Sora Nakai, Youssef Fadhloun, Kacem Mathlouthi, Kotaro Yoshida, Ganesh Talluri, Ioannis Mitliagkas, Hiroki Naganuma

2026-08-21

PerturbRx: Learning Treatment-Conditioned Latent Transitions for Patient Drug Response Prediction

Yoshitaka Inoue, Minoh Jeong, Alfred Hero, Rui Kuang, Augustin Luna

2026-08-21

Truthful Calibration Measures for Sequential Prediction

Anagha Gokul, Jason Hartline, Lunjia Hu, Jonathan Ullman, Yifan Wu

2026-08-21

Asymmetric Capacity Allocation in Self-Refinement Pipelines

Zhuoyi Yang, Ian G. Harris, Salar Hashemitaheri, Cassie Huang, Yuangang Li, Hyunwoo Oh, Paul Dourish, Tony Givargis, Mohsen Imani, Li Zhang

2026-08-21

TurboBias 2.0: Streaming Context-Biasing for Production-Efficient ASR Systems

Vladimir Bataev, Lilit Grigoryan, Andrei Andrusenko, Nikolay Karpov, Vitaly Lavrukhin, Boris Ginsburg

2026-08-21

The Generalization Ridge: Information Flow in Natural Language Generation

Ruidi Chang, Chunyuan Deng, Hanjie Chen

2026-08-21

Perseus: Interactive Time Series Segmentation with Sparse Supervision via Stateful Memory

Ching Chang, Ming-Chih Lo, Chiao-Tung Chan, Wen-Chih Peng, Tien-Fu Chen

2026-08-21

Across-Design Uncertainty in Short Pricing Panels: Evidence from Simulated Price Trajectories

Pedro Cadahia Delgado

2026-08-21

Anatomy-Informed Neural Networks: Encoding Anatomic Priors in Loss and Architecture, with an SE(3) Formulation of Guidewire-Induced Aortoiliac Deformation

David P. Stonko

2026-08-21

Skillware: A Software Ontology and Engineering Lifecycle for Persistent Behavioral Artifacts

Haodi Fan, Zucong Lan

2026-08-21

Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning

Can Jin, Hongwu Peng, Qixin Zhang, Yujin Tang, Dimitris N. Metaxas, Tong Che

2026-08-21

INFUSER: Influence-Guided Self-Evolution Improves Reasoning

Siyu Chen, Miao Lu, Beining Wu, Heejune Sheen, Fengzhuo Zhang, Shuangning Li, Zhiyuan Li, Jose Blanchet, Tianhao Wang, Zhuoran Yang

2026-08-21

Move by Move: Measuring and Steering How LLMs Conduct Psychotherapy

Afonso Baldo, Hugo Pitorro, Areti Vassilopoulos, Anabela C. Areias, Maya D'Eon, Fabíola Costa, Ricardo Rei, Nuno M. Guerreiro

2026-08-21

Time-Aware Tranformer-Based Prediction Model for AECOPD

Weihao Qu, Ling Zheng, Dongyang Wang, Jiacun Wang, Haowen Pan

2026-08-21

Unified Branch-and-Bound Search for the Steiner Traveling Salesman Problem on Graphs of Convex Sets

Jingtao Tang, Hang Ma

2026-08-21

The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs

Baha Rababah, Shahzeb Qamar, Lorenz Sparrenberg, Rafet Sifa, Murat Kantarcioglu, Cuneyt Gurcan Akcora, Carson K. Leung

2026-08-21

From Regulation to Implementation: A Critical Evaluation of LLM-Assisted Regulatory Compliance in Industry

Adriana Watson, Marco Bücheler, Grant Richards

2026-08-21

Prompt-Model Interaction Reaches the Fixed Points: A deterministic, task-free structural readout -- and the factorizations of it that failed

Nicolás Vera Zúñiga

2026-08-21

Forecasting with an N-dimensional Langevin Equation and a Neural-Ordinary Differential Equation

Antonio Malpica-Morales, Miguel A. Durán-Olivencia, Serafim Kalliadasis

2026-08-21

From Simulation to the Real-World: An In-Field 6D Pose Dataset and Baseline for Robotic Strawberry Harvesting

Woojung Son, Won Suk Lee, Zijing Huang, Daeun Choi, Catia Silva, Yu She, Yan Gu

2026-08-21

Human-Level Text-to-SQL via Reinforcement Learning on Verified Data, Without Pipeline Engineering

Yuxuan Zhu, Tengjun Jin, Yoojin Choi, Daniel Kang

2026-08-21

Rethinking Expressivity and Efficiency in Test-Time Training

Zeyun Zhong, Joya Chen, Manuel Martin, Frederik Diederichs, Juergen Gall, Juergen Beyerer

2026-08-21

SPARCL: Spectral Partitioned Analytic Continual Learning

James Hartley, Zeropy Surio, Daniel Whitmore, Hannah Clarke, Thomas Reed

2026-08-21

Re$^3$Cap: Retrieval-Guided Refinement for Image Captioning Enhancement via Reinforcement Learning

Haonan Jia, Shichao Dong, Zenghui Sun, Jiawen Zheng, Ziqi Miao, Gege Shi, Qiuyu Zhao, Jinsong Lan, Xiaoyong Zhu, Bo Zheng

2026-08-21

Online design of dynamic networks

Duo Wang, Andrea Araldo, Mounim El Yacoubi

2026-08-21

reinforcement learning

Critic-Free Pretraining for Efficient Online Reinforcement Learning Fine-Tuning

Daoyi Li, Yixian Zhang, Wenbo Ding, Yu Wang, Chao Yu

2026-08-13

Rollplex: Cross-Phase GPU Spatial Sharing for Vision Language Model Post-Training

Hanfeng Lu, Tianyu Feng, Suyi Li, Yuheng Zhao, Wei Gao, Shaopan Xiong, Ju Huang, Siran Yang, Jiamang Wang, Lin Qu, Wei Wang

2026-08-14

Iterative Grasp Pose Refinement: A Deep Reinforcement Learning Approach for 2D Vision

Amir Arsalan Nematollahi, Shayan Ahmadi, Mehdi Tale Masouleh, Ahmad Kalhor

2026-08-18

SR-OPSD: Self-Referenced On-Policy Self-Distillation

Zhuo Sun, Entong Li, Yanlong Zhao, Xiaoyuan Cheng, Wenxuan Yuan, Kaiyu Li, Che Liu, Huihang Liu, Harrison Bo Hua Zhu, Li Zeng

2026-08-10

Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models

Kevin Murphy

2026-08-10

StitchCUDA: An Automated Multi-Agents End-to-End GPU Programing Framework with Rubric-based Agentic Reinforcement Learning

Shiyang Li, Zijian Zhang, Winson Chen, Yuebo Luo, Mingyi Hong, Caiwen Ding

2026-08-10

RSPO: Reward-Swap Policy Optimization for Multi-Turn LLM Agents

Qiang Liu, Taian Guo, Ruizhi Qiao, Xing Sun

2026-08-10

Satellite Trajectory Optimization via Proximal Policy Optimization for Space Debris Avoidance

Logan Luna, Juan Ortiz Couder, Raul Alejandro Vargas-Acosta

2026-08-10

Bayesian Symbolic Regression with Entropic Reinforcement Learning

Oussama Boussif, Mohammed Mahfoud, Younesse Kaddar, Moksh Jain, Sida Li, Damiano Fornasiere, Xiaoyin Chen, Yoshua Bengio, Esmeralda S. Whitammer

2026-08-10

Machine Learning and Data Analysis Using Posets: A Survey

Arnauld Mesinga Mwafise

2026-08-10

Process Supervision of Confidence Margin for Calibrated LLM Reasoning

Liaoyaqi Wang, Chunsheng Zuo, William Jurayj, Benjamin Van Durme, Anqi Liu

2026-08-10

Bidirectional Context Self-Distillation for Reinforcement Learning of Skill-Based LLM Agents

Tianjun Pan, Yuan Li, Hongda Wang, Linbo Jin, Mengfei Song, Lei Gao, Qiming Shi, Shaokang Fu, Jiarong Zhao, Chengyu Wang, Chengfu Huo

2026-08-10

Learning Preference Adaptation for Large Language Model Personalization via Verbal Reinforcement Learning

Yuting Liu, Wei Wu, Jianzhe Zhao, Guibing Guo

2026-08-10

MixFormer: Linear Transformer with Mixture of Memory Experts

Yu Guo, Lei Duan

2026-08-10

RecoverFly: A Failure-Aware Reinforcement Learning Post-Training Framework for Aerial Vision-Language Navigation

Boxiong Wang, Hui Kang, Geng Sun, Jiahui Li, Chao Yu, Daxin Tian

2026-08-10

Language-Specialized Multi-Teacher On-Policy Distillation for Multilingual LLM-Based ASR

Yuan Xie, Jiaqi Song, Xianliang Wang, Ming Lei, Jie Gao, Jie Wu

2026-08-10

Learning to Modulate, Not to Cycle: Soft Actor---Critic Recovers Inverter-Style Heat-Pump Control

Faizan Ahmed, Aniket Dixit, James Brusey

2026-08-10

Listen, See and Track: Spatio-Temporal Audio-Visual Sound Event Reasoning for Omni-Modal Language Models

Zhi Zeng, Cheng Zhang, Zesheng Yang, Rendong Pi, Jiaying Wu, Di Zhang, Zihan Ma, Guodong Li, Zhou Yang, Yu Xiang, Yifei Zheng, Minnan Luo

2026-08-10

ZetaGPT: A Reference Implementation of Positional--Encoding--Free State--Space--Attention Language Models

Róisín Luo

2026-08-10

Intent Speaks Louder: Controllable User Simulation Beyond Response Imitation

Bo Wang, Ruixing Zhang, Yunqi Liu, Yang Zhang, Liangzhe Han, Tongyu Zhu, Leilei Sun

2026-08-10

Uncertainty-Aware Predictive Safety Filters for Probabilistic Neural Network Dynamics

Bernd Frauenknecht, Lukas Kesper, Daniel Mayfrank, Henrik Hose, Sebastian Trimpe

2026-08-10

Control-Oriented Scenario Tree Construction through Reinforcement Learning

Fabio Pavirani, Bert Claessens, Pierre Pinson, Chris Develder

2026-08-10

CoRE: Consensus Rewards via Equilibrium for Test-Time Reinforcement Learning

Ambuj Mehrish, Sebastiano Vascon

2026-08-10

ATOD: Annealed Turn-Aware On-Policy Distillation for Multi-Turn Agentic Tasks

Qitai Tan, Zefang Zong, Mo Li, Yipeng Shi, Yang Li, Peng Chen

2026-08-10

Goedel-Code-Prover: Hierarchical Proof Search for Open State-of-the-Art Code Verification

Zenan Li, Ziran Yang, Deyuan He, Haoyu Zhao, Andrew Zhao, Shange Tang, Kaiyu Yang, Aarti Gupta, Zhendong Su, Chi Jin

2026-08-10

SoftmaxGRPO: Learning to Reason using Softmax Advantage Group Estimation

Jefferson Hernandez, Jaywon Koo, Zilin Xiao, Chen Wei, Vicente Ordonez

2026-08-10

DreOPD: Degraded-Reference Extrapolative On-Policy Distillation for Flow-matching Models

Mingfeng Lin, Chengfei Cai, Lin Xu, Yuxiang Wei, Liang Han

2026-08-10

RL-Native Distillation: Exploiting Scored Trajectories for Few-Step Image Generation

Yuhan Li, Fangao Zeng, Sicong Kang, Mengfei Xu, Hao Zhou, Wei Li, Pipei Huang, Bingbing Ni

2026-08-10

Beyond Solvability: Task Learnability as a Static Prior for LLM RL Post-Training

Ting Zhou, Zhenqing Ling, Daoyuan Chen, Qianli Shen, Yilun Huang, Ying Shen, Yaliang Li

2026-08-10

Critic-Free Pretraining for Efficient Online Reinforcement Learning Fine-Tuning

Daoyi Li, Yixian Zhang, Chao Yu, Wenbo Ding, Yu Wang

2026-08-11

language

MedUAG: Unified Understanding and Generation for Medical Multimodal Models

Zijie Meng, Yuncheng Zhang, Hualiang Wang, Yitian Tang, Xiaotang Gai, Chen Shen, Songtao Jiang, Shaosheng Cao, Jian Wu, Xian Wu, Zuozhu Liu

2026-08-19

Graphical Design of Interpretable Architectures

Pietro Barbiero

2026-08-19

FedCGR: Federated Cross-Domain Generative Recommendation

Zhuodong Liu, Hugen Lv, Xiangyu Li, Bohan Guo, Peiyu Hu

2026-08-11

Conversational versus Dashboard Explainable AI for UAV Intrusion Detection: An Empirical Study of Operator Trust and Reliance

Cong Chi Nguyen, Trang Mai Xuan, Vu-Duc Ngo, Kim-Ngan Thi Nguyen, Trong-Nghia Nguyen, Thien Van Luong

2026-08-11

LLM-Assisted Dynamic Threat Analysis for Attacker-Reachable Software Weaknesses in Autonomous Vehicles

Md Wasiul Haque, Sagar Dasgupta, Mizanur Rahman, Md Rayhanur Rahman

2026-08-13

Do Transformers Need Three Projections? Systematic Study of QKV Variants

Ali Kayyam, Anusha Madan Gopal, M Anthony Lewis

2026-08-12

Rollplex: Cross-Phase GPU Spatial Sharing for Vision Language Model Post-Training

Hanfeng Lu, Tianyu Feng, Suyi Li, Yuheng Zhao, Wei Gao, Shaopan Xiong, Ju Huang, Siran Yang, Jiamang Wang, Lin Qu, Wei Wang

2026-08-14

Sign Language Recognition Using Original and Synthetic Depth Image Based Point Cloud Data Models

Rustem Ozakar, Eyup Gedikli

2026-08-10

ArtLang: Structured Language-to-Kinematics Grounding for Articulated 3D Actuation

Sylvia Yuan, Dan Wang, Ravi Ramamoorthi, Xinrui Cui

2026-08-15

Adaptive Optimization via Momentum on Variance-Normalized Gradients

Francisco Patitucci, Aryan Mokhtari

2026-08-15

KGCaRe: Explainable Complex Conditional Question Answering using Automatic Knowledge Graph Construction and Context Retrieval with LLMs

Ghanshyam Verma, Simanta Sarkar, Devishree Pillai, Hotaka Shiokawa, Yourong Xu, Fiona Veazey, Peter Hubbert, Hui Su, Paul Buitelaar

2026-08-10

HFS: Holistic Query-Aware Frame Selection for Efficient Video Understanding

Yiqing Yang, Yun Li, Daiqing Qi, Lehan Yang, Tianlong Wang, Wenhao Zhang, Sheng Li, Kin-man Lam

2026-08-10

PragMatch: Separating Pragmatic Incongruity from Cross-Modal Mismatch in Large Vision-Language Models

Zhanna Mukhametsharip, Vera Demberg, Varsha Suresh

2026-08-10

Cultivar: A Contrastive and Locale-Oriented Translation Benchmark for Investigating Contamination and Localisation Robustness

Pinzhen Chen, Koel Dutta Chowdhury, Xiaoya Xu, David Tan, Doreen Osmelak, Ona de Gibert, Ariun-Erdene Tumurchuluun, Ashok Urlana, Fedor Sizov, Hale Sirin, Jesujoba Alabi, Karrar Talib Abed, Mateusz Klimaszewski, Nikolay Bogoychev, Niyati Bafna, Patricia Schmidtova, Preksha Manjunath Shanbhag, Sherrie Shen, Vilem Zouhar, Vivek Iyer, Yasser Hamidullah, Yusser Al Ghussin, Zheng Zhao

2026-08-10

SR-OPSD: Self-Referenced On-Policy Self-Distillation

Zhuo Sun, Entong Li, Yanlong Zhao, Xiaoyuan Cheng, Wenxuan Yuan, Kaiyu Li, Che Liu, Huihang Liu, Harrison Bo Hua Zhu, Li Zeng

2026-08-10

Rethinking Factor Sharing in Federated LoRA: A Rank-Aware Adaptive Approach

Xinyi Xu, Bingnan Xiao, Shuang Qin, Gang Feng, Tony Q. S. Quek

2026-08-10

Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model

Saad Ahmed, Md Khalid Syfullah

2026-08-10

Matryoshka Language Model Suites

Nathan Godey, Yoav Artzi

2026-08-10

Beyond Screenshots: Evaluating VLMs' Understanding of UI Animations

Chen Liang, Xirui Jiang, Naihao Deng, Eytan Adar, Anhong Guo

2026-08-10

World Tokens: Enhancing Embodied Policies with Training-Time World Modeling

Qu Tang, Benhui Zhuang, Bo Yuan, Xue Yu, Longteng Guo, Junlan Feng

2026-08-10

How Do Large Language Models Judge Social Attraction? Evidence from Theory-Grounded Persona Ratings Across Multiple LLMs and Humans

Hasan Mahmud, Khawaja Abaid Ullah, Mohammad Javad Khojasteh, Jamison Heard, Prabu David

2026-08-10

FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks

Yupeng Cao, Haohang Li, Weijin Liu, Wenbo Cao, Anke Xu, Lingfei Qian, Xueqing Peng, Minxue Tang, Zhiyuan Yao, Jimin Huang, K. P. Subbalakshmi, Zining Zhu, Jordan W. Suchow, Yangyang Yu

2026-08-10

Test-Time Scaling for CAD Generation via Verifier-Free Consensus Selection

Aaron Haag, Altay Kaçan, Bertram Fuchs, Oliver Lohse

2026-08-10

Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models

Kevin Murphy

2026-08-10

Diffuse the object, keep its label: curating detector training data from a few unlabeled photographs via VLM-built 3D vegetation scenes

Mario Malizia, Marnix Enting, Rob Haelterman, Ken Hasselmann

2026-08-10

RAG-3DSG: Enhancing 3D Scene Graphs with Re-Shot Guided Retrieval-Augmented Generation

Yue Chang, Rufeng Chen, Zhaofan Zhang, Yi Chen, Yifan Tian, Sihong Xie