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

Maciej Besta, Ales Kubicek, Robert Gerstenberger, Marcin Chrapek, Roman Niggli, Patrik Okanovic, Yi Zhu, Patrick Iff, Michal Podstawski, Lucas Weitzendorf, Mingyuan Chi, Joanna Gajda, Piotr Nyczyk, Jürgen Müller, Hubert Niewiadomski, Torsten Hoefler

2026-02-25

Mobile-Ready Automated Triage of Diabetic Retinopathy Using Digital Fundus Images

Aadi Joshi, Manav S. Sharma, Vijay Uttam Rathod, Ashlesha Sawant, Prajakta Musale, Asmita B. Kalamkar

2026-02-25

Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Huangwei Chen, Junhao Jia, Ruocheng Li, Cunyuan Yang, Wu Li, Xiaotao Pang, Yifei Chen, Haishuai Wang, Jiajun Bu, Lei Wu

2026-02-25

Semantic Risk Scoring of Aggregated Metrics: An AI-Driven Approach for Healthcare Data Governance

Mohammed Omer Shakeel Ahmed

2026-03-09

Fresh Papers

Task Aware Modulation Using Representation Learning for Upsaling of Terrestrial Carbon Fluxes

Aleksei Rozanov, Arvind Renganathan, Vipin Kumar

2026-03-10

DUEL: Exact Likelihood for Masked Diffusion via Deterministic Unmasking

Gilad Turok, Chris De Sa, Volodymyr Kuleshov

2026-03-10

From Data Statistics to Feature Geometry: How Correlations Shape Superposition

Lucas Prieto, Edward Stevinson, Melih Barsbey, Tolga Birdal, Pedro A. M. Mediano

2026-03-10

CREATE: Testing LLMs for Associative Creativity

Manya Wadhwa, Tiasa Singha Roy, Harvey Lederman, Junyi Jessy Li, Greg Durrett

2026-03-10

ARLBench: Flexible and Efficient Benchmarking for Hyperparameter Optimization in Reinforcement Learning

Jannis Becktepe, Julian Dierkes, Carolin Benjamins, Aditya Mohan, David Salinas, Raghu Rajan, Frank Hutter, Holger Hoos, Marius Lindauer, Theresa Eimer

2026-03-10

ReCoSplat: Autoregressive Feed-Forward Gaussian Splatting Using Render-and-Compare

Freeman Cheng, Botao Ye, Xueting Li, Junqi You, Fangneng Zhan, Ming-Hsuan Yang

2026-03-10

Understanding the Use of a Large Language Model-Powered Guide to Make Virtual Reality Accessible for Blind and Low Vision People

Jazmin Collins, Sharon Y Lin, Tianqi Liu, Andrea Stevenson Won, Shiri Azenkot

2026-03-10

Emotional Modulation in Swarm Decision Dynamics

David Freire-Obregón

2026-03-10

BEACON: Language-Conditioned Navigation Affordance Prediction under Occlusion

Xinyu Gao, Gang Chen, Javier Alonso-Mora

2026-03-10

Think Before You Lie: How Reasoning Improves Honesty

Ann Yuan, Asma Ghandeharioun, Carter Blum, Alicia Machado, Jessica Hoffmann, Daphne Ippolito, Martin Wattenberg, Lucas Dixon, Katja Filippova

2026-03-10

From Semantics to Pixels: Coarse-to-Fine Masked Autoencoders for Hierarchical Visual Understanding

Wenzhao Xiang, Yue Wu, Hongyang Yu, Feng Gao, Fan Yang, Xilin Chen

2026-03-10

High-Fidelity Medical Shape Generation via Skeletal Latent Diffusion

Guoqing Zhang, Jingyun Yang, Siqi Chen, Anping Zhang, Yang Li

2026-03-10

Leveraging whole slide difficulty in Multiple Instance Learning to improve prostate cancer grading

Marie Arrivat, Rémy Peyret, Elsa Angelini, Pietro Gori

2026-03-10

On the Width Scaling of Neural Optimizers Under Matrix Operator Norms I: Row/Column Normalization and Hyperparameter Transfer

Ruihan Xu, Jiajin Li, Yiping Lu

2026-03-10

Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-Training

Luca Ciampi, Gabriele Lagani, Giuseppe Amato, Fabrizio Falchi

2026-03-10

Towards a Neural Debugger for Python

Maximilian Beck, Jonas Gehring, Jannik Kossen, Gabriel Synnaeve

2026-03-10

When Learning Rates Go Wrong: Early Structural Signals in PPO Actor-Critic

Alberto Fernández-Hernández, Cristian Pérez-Corral, Jose I. Mestre, Manuel F. Dolz, Jose Duato, Enrique S. Quintana-Ortí

2026-03-10

GateLens: A Reasoning-Enhanced LLM Agent for Automotive Software Release Analytics

Arsham Gholamzadeh Khoee, Shuai Wang, Robert Feldt, Dhasarathy Parthasarathy, Yinan Yu

2026-03-10

The Confidence Gate Theorem: When Should Ranked Decision Systems Abstain?

Ronald Doku

2026-03-10

No Image, No Problem: End-to-End Multi-Task Cardiac Analysis from Undersampled k-Space

Yundi Zhang, Sevgi Gokce Kafali, Niklas Bubeck, Daniel Rueckert, Jiazhen Pan

2026-03-10

Adversarial Latent-State Training for Robust Policies in Partially Observable Domains

Angad Singh Ahuja

2026-03-10

PathMem: Toward Cognition-Aligned Memory Transformation for Pathology MLLMs

Jinyue Li, Yuci Liang, Qiankun Li, Xinheng Lyu, Jiayu Qian, Huabao Chen, Kun Wang, Zhigang Zeng, Anil Anthony Bharath, Yang Liu

2026-03-10

MCP Bridge: A Lightweight, LLM-Agnostic RESTful Proxy for Model Context Protocol Servers

Arash Ahmadi, Sarah Sharif, Yaser M. Banad

2026-03-10

Towards Flexible Spectrum Access: Data-Driven Insights into Spectrum Demand

Mohamad Alkadamani, Amir Ghasemi, Halim Yanikomeroglu

2026-03-10

SignalMC-MED: A Multimodal Benchmark for Evaluating Biosignal Foundation Models on Single-Lead ECG and PPG

Fredrik K. Gustafsson, Xiao Gu, Mattia Carletti, Patitapaban Palo, David W. Eyre, David A. Clifton

2026-03-10

Model Merging in the Era of Large Language Models: Methods, Applications, and Future Directions

Mingyang Song, Mao Zheng

2026-03-10

Generative Drifting is Secretly Score Matching: a Spectral and Variational Perspective

Erkan Turan, Maks Ovsjanikov

2026-03-10

Unsupervised Domain Adaptation with Target-Only Margin Disparity Discrepancy

Gauthier Miralles, Loïc Le Folgoc, Vincent Jugnon, Pietro Gori

2026-03-10

Adaptive Clinical-Aware Latent Diffusion for Multimodal Brain Image Generation and Missing Modality Imputation

Rong Zhou, Houliang Zhou, Yao Su, Brian Y. Chen, Yu Zhang, Lifang He, Alzheimer's Disease Neuroimaging Initiative

2026-03-10

Fine-grained Motion Retrieval via Joint-Angle Motion Images and Token-Patch Late Interaction

Yao Zhang, Zhuchenyang Liu, Yanlan He, Thomas Ploetz, Yu Xiao

2026-03-10

reinforcement learning

ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning

Juyong Jiang, Jiasi Shen, Sunghun Kim, Kang Min Yoo, Jeonghoon Kim, Sungju Kim

2026-03-06

Towards Strategic Persuasion with Language Models

Zirui Cheng, Jiaxuan You

2026-03-07

Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization

Zeyuan Liu, Jeonghye Kim, Xufang Luo, Dongsheng Li, Yuqing Yang

2026-02-26

PanoEnv: Exploring 3D Spatial Intelligence in Panoramic Environments with Reinforcement Learning

Zekai Lin, Xu Zheng

2026-02-25

Quantum feedback control with a transformer neural network architecture

Pranav Vaidhyanathan, Florian Marquardt, Mark T. Mitchison, Natalia Ares

2026-02-25

MindDriver: Introducing Progressive Multimodal Reasoning for Autonomous Driving

Lingjun Zhang, Yujian Yuan, Changjie Wu, Xinyuan Chang, Xin Cai, Shuang Zeng, Linzhe Shi, Sijin Wang, Hang Zhang, Mu Xu

2026-02-25

RADAR: Reasoning as Discrimination with Aligned Representations for LLM-based Knowledge Graph Reasoning

Bo Xue, Yuan Jin, Luoyi Fu, Jiaxin Ding, Xinbing Wang

2026-02-25

FigEx2: Visual-Conditioned Panel Detection and Captioning for Scientific Compound Figures

Jifeng Song, Arun Das, Pan Wang, Hui Ji, Kun Zhao, Yufei Huang

2026-02-25

ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection

Changjiang Gao, Zixian Huang, Kaichen Yang, Jiajun Chen, Jixing Li, Shujian Huang

2026-02-25

Distill and Align Decomposition for Enhanced Claim Verification

Jabez Magomere, Elena Kochkina, Samuel Mensah, Simerjot Kaur, Fernando Acero, Arturo Oncevay, Charese H. Smiley, Xiaomo Liu, Manuela Veloso

2026-02-25

Object-Centric World Models from Few-Shot Annotations for Sample-Efficient Reinforcement Learning

Weipu Zhang, Adam Jelley, Trevor McInroe, Amos Storkey, Gang Wang

2026-02-25

Resisting Contextual Interference in RAG via Parametric-Knowledge Reinforcement

Chenyu Lin, Yilin Wen, Du Su, Hexiang Tan, Fei Sun, Muhan Chen, Chenfu Bao, Zhonghou Lyu

2026-02-25

Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration

Zhicheng Yang, Zhijiang Guo, Yinya Huang, Yongxin Wang, Dongchun Xie, Hanhui Li, Yiwei Wang, Xiaodan Liang, Jing Tang

2026-02-25

Aligning Audio Captions with Human Preferences

Kartik Hegde, Rehana Mahfuz, Yinyi Guo, Erik Visser

2026-02-25

Generalisation of RLHF under Reward Shift and Clipped KL Regularisation

Kenton Tang, Yuzhu Chen, Fengxiang He

2026-02-25

V-Retrver: Evidence-Driven Agentic Reasoning for Universal Multimodal Retrieval

Dongyang Chen, Chaoyang Wang, Dezhao Su, Xi Xiao, Zeyu Zhang, Jing Xiong, Qing Li, Yuzhang Shang, Shichao Kan

2026-02-25

RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection

Longlong Zhang, Xi Wang, Haotong Du, Yangyi Xu, Zhuo Liu, Yang Liu

2026-02-25

Enhancing Multi-Modal LLMs Reasoning via Difficulty-Aware Group Normalization

Jinghan Li, Junfeng Fang, Jinda Lu, Yuan Wang, Xiaoyan Guo, Tianyu Zhang, Xiang Wang, Xiangnan He

2026-02-25

The Art of Efficient Reasoning: Data, Reward, and Optimization

Taiqiang Wu, Zenan Xu, Bo Zhou, Ngai Wong

2026-02-25

Efficient Cross-Domain Offline Reinforcement Learning with Dynamics- and Value-Aligned Data Filtering

Zhongjian Qiao, Rui Yang, Jiafei Lyu, Chenjia Bai, Xiu Li, Siyang Gao, Shuang Qiu

2026-02-25

Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling

Shiqi Yan, Yubo Chen, Ruiqi Zhou, Zhengxi Yao, Shuai Chen, Tianyi Zhang, Shijie Zhang, Wei Qiang Zhang, Yongfeng Huang, Haixin Duan, Yunqi Zhang

2026-02-25

Evaluating the relationship between regularity and learnability in recursive numeral systems using Reinforcement Learning

Andrea Silvi, Ponrawee Prasertsom, Jennifer Culbertson, Devdatt Dubhashi, Moa Johansson, Kenny Smith

2026-02-25

PACE: Procedural Abstractions for Communicating Efficiently

Jonathan D. Thomas, Andrea Silvi, Devdatt Dubhashi, Moa Johansson

2026-02-25

Two-Stage Active Distribution Network Voltage Control via LLM-RL Collaboration: A Hybrid Knowledge-Data-Driven Approach

Xu Yang, Chenhui Lin, Xiang Ma, Dong Liu, Ran Zheng, Haotian Liu, Wenchuan Wu

2026-02-25

Document Reconstruction Unlocks Scalable Long-Context RLVR

Yao Xiao, Lei Wang, Yue Deng, Guanzheng Chen, Ziqi Jin, Jung-jae Kim, Xiaoli Li, Roy Ka-wei Lee, Lidong Bing

2026-02-25

From Pairs to Sequences: Track-Aware Policy Gradients for Keypoint Detection

Yepeng Liu, Hao Li, Liwen Yang, Fangzhen Li, Xudi Ge, Yuliang Gu, kuang Gao, Bing Wang, Guang Chen, Hangjun Ye, Yongchao Xu

2026-02-25

Hierarchical Lead Critic based Multi-Agent Reinforcement Learning

David Eckel, Henri Meeß

2026-02-25

SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards

Dengjia Zhang, Xiaoou Liu, Lu Cheng, Yaqing Wang, Kenton Murray, Hua Wei

2026-02-25

Following the Diagnostic Trace: Visual Cognition-guided Cooperative Network for Chest X-Ray Diagnosis

Shaoxuan Wu, Jingkun Chen, Chong Ma, Cong Shen, Xiao Zhang, Jun Feng

2026-02-25

Wasserstein Proximal Policy Gradient

Zhaoyu Zhu, Shuhan Zhang, Rui Gao, Shuang Li

2026-03-03

language

Artificial Agency Program: Curiosity, compression, and communication in agents

Richard Csaky

2026-02-27

Large Language Models in Bioinformatics: A Survey

Zhenyu Wang, Zikang Wang, Jiyue Jiang, Pengan Chen, Xiangyu Shi, Yu Li

2026-03-01

World Guidance: World Modeling in Condition Space for Action Generation

Yue Su, Sijin Chen, Haixin Shi, Mingyu Liu, Zhengshen Zhang, Ningyuan Huang, Weiheng Zhong, Zhengbang Zhu, Yuxiao Liu, Xihui Liu

2026-02-25

ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning

Juyong Jiang, Jiasi Shen, Sunghun Kim, Kang Min Yoo, Jeonghoon Kim, Sungju Kim

2026-03-06

RouteGoT: Node-Adaptive Routing for Cost-Efficient Graph of Thoughts Reasoning

Yuhang Liu, Ruijie Wang, Yunlong Chu, Bing Hao, Yumeng Lin, Shengzhong Liu, Minglai Shao

2026-03-06

Towards Strategic Persuasion with Language Models

Zirui Cheng, Jiaxuan You

2026-03-07

Traffic-MLLM: Curiosity-Regularized Supervised Learning for Traffic Scenario Case-Based Reasoning

Waikit Xiu, Qiang Lu, Bingchen Liu, Chen Sun, Xiying Li

2026-03-07

Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization

Zeyuan Liu, Jeonghye Kim, Xufang Luo, Dongsheng Li, Yuqing Yang

2026-02-26

Once4All: Skeleton-Guided SMT Solver Fuzzing with LLM-Synthesized Generators

Maolin Sun, Yibiao Yang, Yuming Zhou

2026-02-27

SpectroFusion-ViT: A Lightweight Transformer for Speech Emotion Recognition Using Harmonic Mel-Chroma Fusion

Faria Ahmed, Rafi Hassan Chowdhury, Fatema Tuz Zohora Moon, Sabbir Ahmed

2026-02-28

TG-ASR: Translation-Guided Learning with Parallel Gated Cross Attention for Low-Resource Automatic Speech Recognition

Cheng-Yeh Yang, Chien-Chun Wang, Li-Wei Chen, Hung-Shin Lee, Hsin-Min Wang, Berlin Chen

2026-02-25

RT-RMOT: A Dataset and Framework for RGB-Thermal Referring Multi-Object Tracking

Yanqiu Yu, Zhifan Jin, Sijia Chen, Tongfei Chu, En Yu, Liman Liu, Wenbing Tao

2026-02-25

Enhancing LLM-Based Test Generation by Eliminating Covered Code

WeiZhe Xu, Mengyu Liu, Fanxin Kong

2026-02-25

RobustVisRAG: Causality-Aware Vision-Based Retrieval-Augmented Generation under Visual Degradations

I-Hsiang Chen, Yu-Wei Liu, Tse-Yu Wu, Yu-Chien Chiang, Jen-Chien Yang, Wei-Ting Chen

2026-02-25

Annotation-Efficient Universal Honesty Alignment

Shiyu Ni, Keping Bi, Jiafeng Guo, Minghao Tang, Jingtong Wu, Zengxin Han, Xueqi Cheng

2026-02-25

Compression then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding

Da Li, Yuxiao Luo, Keping Bi, Jiafeng Guo, Wei Yuan, Biao Yang, Yan Wang, Fan Yang, Tingting Gao, Guorui Zhou

2026-02-25

Breaking the HISCO Barrier: Automatic Occupational Standardization with OccCANINE

Christian Møller Dahl, Torben Johansen, Christian Vedel

2026-02-25

PanoEnv: Exploring 3D Spatial Intelligence in Panoramic Environments with Reinforcement Learning

Zekai Lin, Xu Zheng

2026-02-25

Learning What Matters: Prioritized Concept Learning via Relative Error-driven Sample Selection

Shivam Chandhok, Qian Yang, Oscar Manas, Kanishk Jain, Leonid Sigal, Aishwarya Agrawal

2026-02-25

CxMP: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language Models

Miyu Oba, Saku Sugawara

2026-02-25

Quantum feedback control with a transformer neural network architecture

Pranav Vaidhyanathan, Florian Marquardt, Mark T. Mitchison, Natalia Ares

2026-02-25

Lang2Lift: A Language-Guided Autonomous Forklift System for Outdoor Industrial Pallet Handling

Huy Hoang Nguyen, Johannes Huemer, Markus Murschitz, Tobias Glueck, Minh Nhat Vu, Andreas Kugi

2026-02-25

Rethinking Evaluation in the Era of Time Series Foundation Models: (Un)known Information Leakage Challenges

Marcel Meyer, Sascha Kaltenpoth, Kevin Zalipski, Oliver Müller

2026-02-25

The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics

Gregor Bachmann, Yichen Jiang, Seyed Mohsen Moosavi Dezfooli, Moin Nabi

2026-02-25

Global-Local Dual Perception for MLLMs in High-Resolution Text-Rich Image Translation

Junxin Lu, Tengfei Song, Zhanglin Wu, Pengfei Li, Xiaowei Liang, Hui Yang, Kun Chen, Ning Xie, Yunfei Lu, Jing Zhao, Shiliang Sun, Daimeng Wei

2026-02-25

MindDriver: Introducing Progressive Multimodal Reasoning for Autonomous Driving

Lingjun Zhang, Yujian Yuan, Changjie Wu, Xinyuan Chang, Xin Cai, Shuang Zeng, Linzhe Shi, Sijin Wang, Hang Zhang, Mu Xu

2026-02-25

RADAR: Reasoning as Discrimination with Aligned Representations for LLM-based Knowledge Graph Reasoning

Bo Xue, Yuan Jin, Luoyi Fu, Jiaxin Ding, Xinbing Wang

2026-02-25

MEDSYN: Benchmarking Multi-EviDence SYNthesis in Complex Clinical Cases for Multimodal Large Language Models

Boqi Chen, Xudong Liu, Jiachuan Peng, Marianne Frey-Marti, Bang Zheng, Kyle Lam, Lin Li, Jianing Qiu

2026-02-25

Large Language Models are Algorithmically Blind

Sohan Venkatesh, Ashish Mahendran Kurapath, Tejas Melkote

2026-02-25

Error-Aware Knowledge Distillation via Targeted Revision for Customer-Service Summarization

Hee-Jin Lee, Zhen Guo, Luchao Jin, Morteza Moazami Goudarzi

2026-02-26

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