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

Inclusion AI, Tiwei Bie, Haoxing Chen, Tieyuan Chen, Zhenglin Cheng, Long Cui, Kai Gan, Zhicheng Huang, Zhenzhong Lan, Haoquan Li, Jianguo Li, Tao Lin, Qi Qin, Hongjun Wang, Xiaomei Wang, Haoyuan Wu, Yi Xin, Junbo Zhao

2026-04-22

Automatic Ontology Construction Using LLMs as an External Layer of Memory, Verification, and Planning for Hybrid Intelligent Systems

Pavel Salovskii, Iuliia Gorshkova

2026-04-22

Can "AI" Be a Doctor? A Study of Empathy, Readability, and Alignment in Clinical LLMs

Mariano Barone, Francesco Di Serio, Roberto Moio, Marco Postiglione, Giuseppe Riccio, Antonio Romano, Vincenzo Moscato

2026-04-22

Working Memory Constraints Scaffold Learning in Transformers under Data Scarcity

Pranava Madhyastha, Dagmar Adamcova

2026-04-22

Control Consistency Losses for Diffusion Bridges

Samuel Howard, Nikolas Nüsken, Jakiw Pidstrigach

2026-04-22

Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models

Angelo Zangari, Peyman Baghershahi, Sourav Medya

2026-04-22

Where and What: Reasoning Dynamic and Implicit Preferences in Situated Conversational Recommendation

Dongding Lin, Jian Wang, Yongqi Li, Wenjie Li

2026-04-22

Amodal SAM: A Unified Amodal Segmentation Framework with Generalization

Bo Zhang, Zhuotao Tian, Xin Tao, Songlin Tang, Jun Yu, Wenjie Pei

2026-04-22

retinalysis-vascx: An explainable software toolbox for the extraction of retinal vascular biomarkers

Jose D. Vargas Quiros, Michael J. Beyeler, Sofia Ortin Vela, EyeNED Reading Center, Sven Bergmann, Caroline C. W. Klave, Bart Liefers, VascX Research Consortium

2026-04-22

Exploiting LLM-as-a-Judge Disposition on Free Text Legal QA via Prompt Optimization

Mohamed Hesham Elganayni, Runsheng Chen, Sebastian Nagl, Matthias Grabmair

2026-04-22

Finding Duplicates in 1.1M BDD Steps: cukereuse, a Paraphrase-Robust Static Detector for Cucumber and Gherkin

Ali Hassaan Mughal, Noor Fatima, Muhammad Bilal

2026-04-22

Fresh Papers

Boosting Team Modeling through Tempo-Relational Representation Learning

Vincenzo Marco De Luca, Giovanna Varni, Andrea Passerini

2026-05-05

A Closed-Form Adaptive-Landmark Kernel for Certified Point-Cloud and Graph Classification

Sushovan Majhi, Atish Mitra, Žiga Virk, Pramita Bagchi

2026-05-05

Audio-Visual Intelligence in Large Foundation Models

You Qin, Kai Liu, Shengqiong Wu, Kai Wang, Shijian Deng, Yapeng Tian, Junbin Xiao, Yazhou Xing, Yinghao Ma, Bobo Li, Roger Zimmermann, Lei Cui, Furu Wei, Jiebo Luo, Hao Fei

2026-05-05

UniCorrn: Unified Correspondence Transformer Across 2D and 3D

Prajnan Goswami, Tianye Ding, Feng Liu, Huaizu Jiang

2026-05-05

Large Language Models are Universal Reasoners for Visual Generation

Sucheng Ren, Chen Chen, Zhenbang Wang, Liangchen Song, Xiangxin Zhu, Alan Yuille, Liang-Chieh Chen, Jiasen Lu

2026-05-05

Safety and accuracy follow different scaling laws in clinical large language models

Sebastian Wind, Tri-Thien Nguyen, Jeta Sopa, Mahshad Lotfinia, Sebastian Bickelhaup, Michael Uder, Harald Köstler, Gerhard Wellein, Sven Nebelung, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh

2026-05-05

OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories

Yuwen Du, Rui Ye, Shuo Tang, Keduan Huang, Xinyu Zhu, Yuzhu Cai, Siheng Chen

2026-05-05

Large-Scale High-Quality 3D Gaussian Head Reconstruction from Multi-View Captures

Evangelos Ntavelis, Sean Wu, Mohamad Shahbazi, Fabio Maninchedda, Dmitry Kostiaev, Artem Sevastopolsky, Vittorio Megaro, Trevor Phillips, Alejandro Blumentals, Shridhar Ravikumar, Mehak Gupta, Reinhard Knothe, Jeronimo Bayer, Matthias Vestner, Simon Schaefer, Thomas Etterlin, Christian Zimmermann, Mathias Deschler, Peter Kaufmann, Stefan Brugger, Sebastian Martin, Brian Amberg, Tom Runia

2026-05-05

Learning a Stochastic Differential Equation Model of Tropical Cyclone Intensification from Reanalysis and Observational Data

Kenneth Gee, Sai Ravela

2026-05-05

Redefining AI Red Teaming in the Agentic Era: From Weeks to Hours

Raja Sekhar Rao Dheekonda, Will Pearce, Nick Landers

2026-05-05

RAMoEA-QA: Hierarchical Specialization for Robust Respiratory Audio Question Answering

Gaia A. Bertolino, Yuwei Zhang, Tong Xia, Domenico Talia, Cecilia Mascolo

2026-05-05

Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems

Yilun Zhao, Jinbiao Wei, Tingyu Song, Siyue Zhang, Chen Zhao, Arman Cohan

2026-05-05

IRIS: Intent Resolution via Inference-time Saccades for Open-Ended VQA in Large Vision-Language Models

Parsa Madinei, Srijita Karmakar, Russell Cohen Hoffing, Felix Gervitz, Miguel P. Eckstein

2026-05-05

Conditional Diffusion Sampling

Francisco M. Castro-Macías, Pablo Morales-Álvarez, Saifuddin Syed, Daniel Hernández-Lobato, Rafael Molina, José Miguel Hernández-Lobato

2026-05-05

SymptomAI: Towards a Conversational AI Agent for Everyday Symptom Assessment

Joseph Breda, Fadi Yousif, Beszel Hawkins, Marinela Cotoi, Miao Liu, Ray Luo, Po-Hsuan Cameron Chen, Mike Schaekermann, Samuel Schmidgall, Xin Liu, Girish Narayanswamy, Samuel Solomon, Maxwell A. Xu, Xiaoran Fan, Longfei Shangguan, Anran Wang, Bhavna Daryani, Buddy Herkenham, Cara Tan, Mark Malhotra, Shwetak Patel, John B. Hernandez, Quang Duong, Yun Liu, Zach Wasson, Dimitrios Antos, Bob Lou, Matthew Thompson, Jonathan Richina, Anupam Pathak, Nichole Young-Lin, Jake Sunshine, Daniel McDuff

2026-05-05

Enhanced 3D Brain Tumor Segmentation Using Assorted Precision Training

Adwaitt Pandya, Ozioma C. Oguine, Harita Bhargava, Shrikant Zade

2026-05-05

Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing

Danny Hoang, Ryan Matthiessen, Christopher Miller, Nasir Mannan, Ruby ElKharboutly, David Gorsich, Matthew P. Castanier, Farhad Imani

2026-05-05

Autonomous Reliability Qualification of Ga$_2$O$_3$-based Hydrogen and Temperature Sensors via Safe Active Learning

Davi Febba, William A. Callahan, Anna Sacchi, Andriy Zakutayev

2026-05-05

RD-ViT: Recurrent-Depth Vision Transformer for Semantic Segmentation with Reduced Data Dependence Extending the Recurrent-Depth Transformer Architecture to Dense Prediction

Renjie He

2026-05-05

EQUITRIAGE: A Fairness Audit of Gender Bias in LLM-Based Emergency Department Triage

Richard J. Young, Alice M. Matthews

2026-05-05

3D Human Face Reconstruction with 3DMM face model from RGB image

Zhangnan Jiang, Zichen Yang

2026-05-05

Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation

Junhyuk So, Hyunho Kook, Chaeyeon Jang, Eunhyeok Park

2026-05-05

An Agent-Oriented Pluggable Experience-RAG Skill for Experience-Driven Retrieval Strategy Orchestration

Dutao Zhang, Tian Liao

2026-05-05

From Intent to Execution: Composing Agentic Workflows with Agent Recommendation

Kishan Athrey, Ramin Pishehvar, Brian Riordan, Mahesh Viswanathan

2026-05-05

Flow Sampling: Learning to Sample from Unnormalized Densities via Denoising Conditional Processes

Aaron Havens, Brian Karrer, Neta Shaul

2026-05-05

Power-Softmax: Towards Secure LLM Inference over Encrypted Data

Itamar Zimerman, Allon Adir, Ehud Aharoni, Matan Avitan, Moran Baruch, Nir Drucker, Jenny Lerner, Ramy Masalha, Reut Meiri, Omri Soceanu

2026-05-05

Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments

Hao Mi, Qiang Sheng, Shaofei Wang, Beizhe Hu, Yifan Sun, Zhengjia Wang, Hengqi Zeng, Yang Li, Danding Wang, Juan Cao

2026-05-05

Feature-Augmented Transformers for Robust AI-Text Detection Across Domains and Generators

Mohamed Mady, Johannes Reschke, Björn Schuller

2026-05-05

Label-Efficient School Detection from Aerial Imagery via Weakly Supervised Pretraining and Fine-Tuning

Zakarya Elmimouni, Fares Fourati, Mohamed-Slim Alouini

2026-05-05

Robust Language Identification for Romansh Varieties

Charlotte Model, Sina Ahmadi, Jannis Vamvas

2026-05-05

reinforcement learning

ParetoSlider: Diffusion Models Post-Training for Continuous Reward Control

Shelly Golan, Michael Finkelson, Ariel Bereslavsky, Yotam Nitzan, Or Patashnik

2026-04-22

Bounded Ratio Reinforcement Learning

Yunke Ao, Le Chen, Bruce D. Lee, Assefa S. Wahd, Aline Czarnobai, Philipp Fürnstahl, Bernhard Schölkopf, Andreas Krause

2026-04-22

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization

Yubo Jiang, Yitong An, Xin Yang, Abudukelimu Wuerkaixi, Xuxin Cheng, Fengying Xie, Zhiguo Jiang, Cao Liu, Ke Zeng, Haopeng Zhang

2026-04-22

Semantic Interaction Information mediates compositional generalization in latent space

John Schwarcz

2026-04-22

Near-Future Policy Optimization

Chuanyu Qin, Chenxu Yang, Qingyi Si, Naibin Gu, Dingyu Yao, Zheng Lin, Peng Fu, Nan Duan, Jiaqi Wang

2026-04-22

Cyber Defense Benchmark: Agentic Threat Hunting Evaluation for LLMs in SecOps

Alankrit Chona, Igor Kozlov, Ambuj Kumar

2026-04-22

SSL-R1: Self-Supervised Visual Reinforcement Post-Training for Multimodal Large Language Models

Jiahao Xie, Alessio Tonioni, Nathalie Rauschmayr, Federico Tombari, Bernt Schiele

2026-04-22

MGDA-Decoupled: Geometry-Aware Multi-Objective Optimisation for DPO-based LLM Alignment

Andor Vári-Kakas, Ji Won Park, Natasa Tagasovska

2026-04-22

GRPO-VPS: Enhancing Group Relative Policy Optimization with Verifiable Process Supervision for Effective Reasoning

Jingyi Wang, Lei Zhu, Tengjin Weng, Song-Li Wu, Haochen Tan, Jierun Chen, Chaofan Tao, Haoli Bai, Lu Hou, Lifeng Shang, Xiao-Ping Zhang

2026-04-22

Occupancy Reward Shaping: Improving Credit Assignment for Offline Goal-Conditioned Reinforcement Learning

Aravind Venugopal, Jiayu Chen, Xudong Wu, Chongyi Zheng, Benjamin Eysenbach, Jeff Schneider

2026-04-22

CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment

Xue Jiang, Yihong Dong, Mengyang Liu, Hongyi Deng, Tian Wang, Yongding Tao, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Fei Huang, Yongbin Li, Ge Li

2026-04-22

Self-Guided Plan Extraction for Instruction-Following Tasks with Goal-Conditional Reinforcement Learning

Zoya Volovikova, Nikita Sorokin, Dmitriy Lukashevskiy, Aleksandr Panov, Alexey Skrynnik

2026-04-22

A Hierarchical MARL-Based Approach for Coordinated Retail P2P Trading and Wholesale Market Participation of DERs

Patrick Wilk, Ethan Cantor, Yikui Liu, Jie Li

2026-04-22

Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents

Yuxuan Cai, Jie Zhou, Qin Chen, Liang He

2026-04-22

Where Reasoning Breaks: Logic-Aware Path Selection by Controlling Logical Connectives in LLMs Reasoning Chains

Seunghyun Park, Yuanyuan Lei

2026-04-22

Language-Coupled Reinforcement Learning for Multilingual Retrieval-Augmented Generation

Rui Qi, Fengran Mo, Yufeng Chen, Xue Zhang, Shuo Wang, Hongliang Li, Jinan Xu, Meng Jiang, Jian-Yun Nie, Kaiyu Huang

2026-04-22

IVY-FAKE: A Unified Explainable Framework and Benchmark for Image and Video AIGC Detection

Changjiang Jiang, Wenhui Dong, Zhonghao Zhang, Fengchang Yu, Wei Peng, Xinbin Yuan, Yifei Bi, Ming Zhao, Zian Zhou, Chenyang Si, Caifeng Shan

2026-04-22

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Xin Xu, Clive Bai, Kai Yang, Tianhao Chen, Yangkun Chen, Weijie Liu, Hao Chen, Yang Wang, Saiyong Yang, Can Yang

2026-04-22

ProMMSearchAgent: A Generalizable Multimodal Search Agent Trained with Process-Oriented Rewards

Wentao Yan, Shengqin Wang, Huichi Zhou, Yihang Chen, Kun Shao, Yuan Xie, Zhizhong Zhang

2026-04-22

Video-ToC: Video Tree-of-Cue Reasoning

Qizhong Tan, Zhuotao Tian, Guangming Lu, Jun Yu, Wenjie Pei

2026-04-22

Temporal Difference Calibration in Sequential Tasks: Application to Vision-Language-Action Models

Shelly Francis-Meretzki, Mirco Mutti, Yaniv Romano, Aviv Tamar

2026-04-22

WebGen-R1: Incentivizing Large Language Models to Generate Functional and Aesthetic Websites with Reinforcement Learning

Juyong Jiang, Chenglin Cai, Chansung Park, Jiasi Shen, Sunghun Kim, Jianguo Li, Yue Wang

2026-04-22

Distributional Value Estimation Without Target Networks for Robust Quality-Diversity

Behrad Koohy, Jamie Bayne

2026-04-22

Scalable Quantum Reinforcement Learning on NISQ Devices with Dynamic-Circuit Qubit Reuse and Grover Optimization

Thet Htar Su, Shaswot Shresthamali, Masaaki Kondo

2026-04-22

LiteResearcher: A Scalable Agentic RL Training Framework for Deep Research Agent

Wanli Li, Bince Qu, Bo Pan, Jianyu Zhang, Zheng Liu, Pan Zhang, Wei Chen, Bo Zhang

2026-04-22

Benefits of Low-Cost Bio-Inspiration in the Age of Overparametrization

Kevin Godin-Dubois, Anil Yaman, Anna V. Kononova

2026-04-22

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Tianle Zeng, Yanci Wen, Hong Zhang

2026-04-22

Hybrid Latent Reasoning with Decoupled Policy Optimization

Tao Cheng, Shi-Zhe Chen, Hao Zhang, Yixin Qin, Jinwen Luo, Zheng Wei

2026-04-22

PromptEcho: Annotation-Free Reward from Vision-Language Models for Text-to-Image Reinforcement Learning

Jinlong Liu, Wanggui He, Peng Zhang, Mushui Liu, Hao Jiang, Pipei Huang

2026-04-22

Reinforcement Learning with Markov Risk Measures and Multipattern Risk Approximation

Andrzej Ruszczynski, Tiangang Zhang

2026-05-01

language

UAF: A Unified Audio Front-end LLM for Full-Duplex Speech Interaction

Yadong Li, Guoxin Wu, Haiping Hou, Biye Li

2026-04-30

TwinGate: Stateful Defense against Decompositional Jailbreaks in Untraceable Traffic via Asymmetric Contrastive Learning

Bowen Sun, Chaozhuo Li, Yaodong Yang, Yiwei Wang, Chaowei Xiao

2026-04-30

BenGER: A Collaborative Web Platform for End-to-End Benchmarking of German Legal Tasks

Sebastian Nagl, Matthias Grabmair

2026-04-22

Learning Linear Regression with Low-Rank Tasks in-Context

Kaito Takanami, Takashi Takahashi, Yoshiyuki Kabashima

2026-04-23

Context Is What You Need: The Maximum Effective Context Window for Real World Limits of LLMs

Norman Paulsen

2026-04-23

PL-MTEB: Polish Massive Text Embedding Benchmark

Rafał Poświata, Sławomir Dadas, Michał Perełkiewicz

2026-04-24

BlenderRAG: High-Fidelity 3D Object Generation via Retrieval-Augmented Code Synthesis

Massimo Rondelli, Francesco Pivi, Maurizio Gabbrielli

2026-05-01

BaldWhisper: Faster Whisper with Head Shearing and Layer Merging

Yaya Sy, Christophe Cerisara, Irina Illina

2026-05-01

A Multimodal Depth-Aware Method For Embodied Reference Understanding

Fevziye Irem Eyiokur, Dogucan Yaman, Hazım Kemal Ekenel, Alexander Waibel

2026-04-29

IACDM: Interactive Adversarial Convergence Development Methodology -- A Structured Framework for AI-Assisted Software Development

Jasmine Moreira

2026-04-30

Syntactically-guided Information Maintenance in Sentence Comprehension

Shinnosuke Isono, Kohei Kajikawa

2026-04-30

GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models

Zhiwen Ruan, Yichao Du, Jianjie Zheng, Longyue Wang, Yun Chen, Peng Li, Jinsong Su, Yang Liu, Guanhua Chen

2026-05-02

Sparse Memory Finetuning as a Low-Forgetting Alternative to LoRA and Full Finetuning

Prakhar Gupta, Garv Shah, Satyam Goyal, Anirudh Kanchi

2026-05-04

Convergent Evolution: How Different Language Models Learn Similar Number Representations

Deqing Fu, Tianyi Zhou, Mikhail Belkin, Vatsal Sharan, Robin Jia

2026-04-22

SpeechParaling-Bench: A Comprehensive Benchmark for Paralinguistic-Aware Speech Generation

Ruohan Liu, Shukang Yin, Tao Wang, Dong Zhang, Weiji Zhuang, Shuhuai Ren, Ran He, Caifeng Shan, Chaoyou Fu

2026-04-22

Parallel-SFT: Improving Zero-Shot Cross-Programming-Language Transfer for Code RL

Zhaofeng Wu, Shiqi Wang, Boya Peng, Anuj Goyal, Melanie Kambadur, Sebastian Ruder, Yoon Kim, Chloe Bi

2026-04-22

AVISE: Framework for Evaluating the Security of AI Systems

Mikko Lempinen, Joni Kemppainen, Niklas Raesalmi

2026-04-22

Stream-CQSA: Avoiding Out-of-Memory in Attention Computation via Flexible Workload Scheduling

Yiming Bian, Joshua M. Akey

2026-04-22

OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model

Qiguang Chen, Chengyu Luan, Jiajun Wu, Qiming Yu, Yi Yang, Yizhuo Li, Jingqi Tong, Xiachong Feng, Libo Qin, Wanxiang Che

2026-04-22

WISCA: A Lightweight Model Transition Method to Improve LLM Training via Weight Scaling

Jiacheng Li, Jianchao Tan, Zhidong Yang, Pingwei Sun, Feiye Huo, Jiayu Qin, Xiangyu Zhang, Maoxin He, Yerui Sun, Yuchen Xie, Guangming Tan, Weile Jia, Xunliang Cai, Tong Zhao

2026-04-22

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

2026-04-22

Automatic Ontology Construction Using LLMs as an External Layer of Memory, Verification, and Planning for Hybrid Intelligent Systems

Pavel Salovskii, Iuliia Gorshkova

2026-04-22

Can "AI" Be a Doctor? A Study of Empathy, Readability, and Alignment in Clinical LLMs

Mariano Barone, Francesco Di Serio, Roberto Moio, Marco Postiglione, Giuseppe Riccio, Antonio Romano, Vincenzo Moscato

2026-04-22

QuanBench+: A Unified Multi-Framework Benchmark for LLM-Based Quantum Code Generation

Ali Slim, Haydar Hamieh, Jawad Kotaich, Yehya Ghosn, Mahdi Chehimi, Ammar Mohanna, Hasan Abed Al Kader Hammoud, Bernard Ghanem

2026-04-22