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

Brian Zhu, Momen Khalil, E Harrison, Emanuele Poggi, Philipp Schmitt, Bernd Kast, Philine Meister, Pranav Atreya, Qiyang Li, Finn Ferchau, Cesar Colmenero, Yash Shahapurkar, Gokul Narayanan, Melih Erdogan, Kai Wurm, Georg von Wichert, Oier Mees, Eugen Solowjow, Andrew Wagenmaker, Sergey Levine

2026-08-26

PreResQ-R1: Response-Preference Disentangled Ranking-and-Scoring Reinforcement Optimization for Robust Visual Quality Assessment

Zehui Feng, Weichuan Wang, Xiaohan Chen, Ting Han

2026-08-26

TailSieve: Partial-Rollout-Guided Tail Routing for LLM Rollouts

Tianqi Xu, Lu Lv, Haoyang Huang, Wenjie Huang, Zhanming Shen, Yuhao Shen, Baolin Zhang, Xinyi Hu, Shuang Ge, Jun Dai, Tianyu Liu, Suorong Yang, Zhikai Li, Ye Bai, Jun Zhang, Lei Chen, Yue Li, Mingchen Wan

2026-08-26

Cooperative Multi-Agent Reinforcement Learning for Adaptive Aggregation in Semi-Supervised Federated Learning with non-IID Data

Rene Glitza, Luca Becker, Rainer Martin

2026-08-26

Multi-Turn Reasoning LLMs for Task Offloading in Mobile Edge Computing

Ning Yang, Chuangxin Cheng, Haijun Zhang

2026-08-26

Emergent Abilities in Large Language Models: A Survey

Leonardo Berti, Flavio Giorgi, Gjergji Kasneci

2026-08-26

TailSFT: Filtered Fine-Tuning Improves Post-Training Performance

Sadhika Malladi, Samy Jelassi, Dylan Foster, Jordan T. Ash, Akshay Krishnamurthy

2026-08-26

Mitigating False Credit Propagation: Probabilistic Graphical Reward Aggregation for Rubric-Based Reinforcement Learning

Can Lv, Mingju Chen, Heng Chang, Shiji Zhou

2026-08-26

Learning New Facts with QLoRA: An Acquisition-Retention Frontier

Estelle Zheng, Sébastien Warichet, Emmanuel Helbert, Christophe Cerisara

2026-08-26

AutoVerifier: Residual-Guided Non-Parametric Optimization for Reference-Based Answer Verification

Zebei Zhao, Zhihao Shi, Minqi Shi

2026-08-26

Boosting Reasoning in Large Multimodal Models via Activation Replay

Yun Xing, Xiaobin Hu, Qingdong He, Jiangning Zhang, Shuicheng Yan, Shijian Lu, Yu-Gang Jiang

2026-08-26

Topology-Guided Modular Actor-Critic Learning for Continuous Systems under Temporal Objectives

Lening Li, Zhentian Qian, Jianan Xia, Yawen Wang, Zhongjing Li, Qiren Geng, Huasheng Zhang, Liang Hu, Qishuang Li, Junqiang Lou

2026-08-26

V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning

Shulin Tian, Minglun Li, Yuhao Dong, Hao Ding, Jiarui Yao, Haiwen Diao, Jingkang Yang, Hongyuan Zhu, Ziwei Liu

2026-08-26

Offline Reinforcement Learning for Hemodynamic Management of Sepsis in the ICU: a MIMIC-IV Study with Dual Off-Policy Evaluation

Marc Pérez-Roig, David Fernández-Narro, Carlos Sáez

2026-08-26

AdaVDR: Adaptive Tool Use and Reflection for Video Deep Research

Xintong Zhang, Xiaomeng Fan, Shilin Yan, Ekko He, Zicheng Liu, Zijian Zou, Guannan Zhang, Yuwei Wu, Zhi Gao, Hongwei Xue

2026-08-26

StepOPSD: Step-Aware Online Preference Self-Distillation for Agent Reinforcement Learning

Yanfei Zhang, Xu Lin, Chenglin Wu

2026-08-26

ClueWeaver: Reward-Guided Dual-Agent Evidence Reasoning for Compact LLMs on Literary Long Narratives

Jihao Zhu, Zhiwei Yang, Wenxiao Zhang, Junqian Zhao, Qi You, Fangqi Wang, Zheyuan Deng, Hanzhe Yang, Yu Liu, Jin B. Hong

2026-08-26

Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models

Pengfei Zhou, Hexin Wang, Zhengfeiyang Zhang, Yixing Ma, Zhenglin Wan, Kaipeng Zhang, Wangbo Zhao, Yang You

2026-08-26

AERIS: Offline Policy Improvement for Multi-UAV Integrated Sensing and Communication

Ziyuan Wang, Yifan Sui, Wei Wei, Wenjie Xin, Zekai Zhang, Xiangwang Hou, Xiao-Ping, Zhang

2026-08-26

Training Alignment Auditors via Reinforcement Learning

Paul Rosu, Rowan Wang

2026-08-26

VGA-BenchV2: An Expanded Unified Benchmark and Multi-Model Framework for Evaluating Video Aesthetics and Generation Quality

Longteng Jiang, DanDan Zheng, Qianqian Qiao, Heng Huang, Huaye Wang, Yihang Bo, Bao Peng, Jingdong Chen, Jun Zhou, Xin Jin

2026-08-26

ResMerge: Residual-based Spectral Merging of Large Language Models

Yandu Sun, Zhiyan Hou, Hongyan An, Weizhen Wang, Haokai Ma, Yuheng Jia, Junfeng Fang, Haiyun Guo, Jinqiao Wang

2026-08-26

CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation

Yunfan Yang, Cuiling Lan, Jitao Sang, Yan Lu

2026-08-26

BVR Sim: An Open and High-Throughput Environment for Heterogeneous Air-Combat Reinforcement Learning

Haocheng Sun, Mulai Tan

2026-08-26

FLEET: Token-Based Feature Extraction for Event Camera-based Reinforcement Learning

Tristan Gottwald, Maximilian Schier, Melanie Schaller, Bodo Rosenhahn

2026-08-26

InternBootcamp: Boosting LLM Reasoning with Verifiable Task Scaling

Peiji Li, Jiasheng Ye, Yongkang Chen, Linyang Li, Yichuan Ma, Zijie Yu, Ganqu Cui, Haozhan Li, Jiacheng Chen, Chengqi Lyu, Wenwei Zhang, Qipeng Guo, Dahua Lin, Bowen Zhou, Kai Chen

2026-08-26

UCO: A Multi-Turn Interactive Reinforcement Learning Method for Adaptive Teaching with Large Language Models

Shouang Wei, Min Zhang, Xin Lin, Bo Jiang, Kun Kuang, Jingyuan Chen, Zhongxiang Dai

2026-08-26

RADAR: Accelerate Large Language Model Inference With RL-Based Dynamic Draft Trees

Junjie Ma, Jinlong Li, Jiajun Luo

2026-08-26

language

SQL-Zero: Self-Evolving Text-to-SQL

Daniel Machado Pedrozo, Julia Soares Dollis, Bryan Lincoln Marques de Oliveira, Vinicius Alboneti Aguiar, Sávio Salvarino Teles de Oliveira, Telma Woerle de Lima Soares

2026-09-04

DICS: Exploring Data Intrinsic Consistency for Visual Instruction Selection

Yuyang Hong, Jinhui Guo, Jiaqi Gu, Lubin Fan, Ruixiang Wang, Kun Ding, Yue Wu, Shiming Xiang, Jieping Ye

2026-09-01

Reasoning or Rambling? Exploring the Effect of Thinking on Agent Persuasion

Haodong Zhao, Jidong Li, Zhaomin Wu, Tianjie Ju, Zhuosheng Zhang, Bingsheng He, Gongshen Liu

2026-08-26

Lost but not erased: Finding traces of a forgotten language in neural speech models

Peter Plantinga, Charlotte Moore, Peter W. Donhauser, Krista Byers-Heinlein, Denise Klein

2026-08-26

Ontology-Guided Neuro-Symbolic Inference: Grounding Language Models with Mathematical Domain Knowledge

Marcelo Labre

2026-08-31

RADAR: Accelerate Large Language Model Inference With RL-Based Dynamic Draft Trees

Junjie Ma, Jinlong Li, Jiajun Luo

2026-08-26

Anchoring Bias in LLM-as-a-Judge Systems: Prior Scores Compromise Evaluation Independence

Ante Kapetanovic, Kemal Altwlkany, Andro Mercep, Tomislav Duricic, Emanuel Lacic

2026-08-26

SCHEDBench: A Benchmark for Evaluating LLM Constraint Faithfulness in Natural-Language Combinatorial Scheduling

Shrenil Shaun Sharma, Avi Sharma

2026-08-26

KESA: A Knowledge Enhanced Approach For Sentiment Analysis

Qinghua Zhao, Shuai Ma, Shuo Ren

2026-08-26

Auditable CT Phenotyping Through Report-derived Radiological Observations

Riga Wu, Walter Witschey, Yicheng Li, Felix Barajas Ordonez, Keno K. Bressem, Lisa C. Adams, Gary E. Weissman, Li Shen, Christos Davatzikos, Eduardo Barbosa, Daniel Truhn, Tianyu Han

2026-08-26

Unveiling Spectral Mechanisms in Training-Free LLM Text Detection

Haitong Luo, Xuying Meng, Weiyao Zhang, Wenji Zou, Shengfeng Lou, Xuefeng Jiang, Chungang Lin, Yujun Zhang

2026-08-26

When Pruning Meets Interpretability: Preserving Sparse Autoencoder Robustness in LLMs

Suchit Gupte, Xueru Zhang, Mohammad Mahdi Khalili

2026-08-26

One Symptom, Three Levers: A Critical Review of On-Policy Self-Distillation

Justin Robert, Raheel Qader

2026-08-26

TAU-Agent: An Agentic Retrieval-Augmented Framework for Traffic Anomaly Understanding

Yuqiang Lin, Yan Shi, Sam Lockyer, Harish Tayyar Madabushi, Adrian Evans, Wenbin Li, Yinhai Wang, Nic Zhang

2026-08-26

Disclosure-Gated User Simulation for Companion-Agent Evaluation

Yao Liu, Yu He

2026-09-01

Code World Model: Coding Agent as World Brain

Yiwen Chen, Guosheng Lin, Chi Zhang

2026-08-26

Visual General Intelligence: A White Paper

Hirokatsu Kataoka, Yoshihiro Fukuhara, Yonglong Tian, Shangzhe Wu, Oishi Deb, Ryousuke Yamada, Christian Rupprecht, Jianyuan Wang, Kohsuke Ide, Koichi Namekata, Xianzheng Ma, Yiming Chen, Robert Geirhos, Aditi Raghunathan, Yuki M. Asano, Deva Ramanan, David Fouhey, Andrew J. Davison, Yilun Du, Jiajun Wu, Zhuang Liu

2026-08-26

Repair or Resample? Rethinking Failure Debugging in LLM Multi-Agent Systems

Zhongwen Luan, Xiaoyu Zhang, Ming Hu, Yue Yang, Jiongchi Yu, Xiaohong Chen

2026-08-26

Air Traffic Control Using Large Language Models: Prompt Engineering, Architecture, and Evaluation

Mahyar Ghazanfari, Matthias Casanova, Jordan Kam, Alex Zongo, Peng Wei, Torsten Darrell, Alexandre Bayen

2026-08-26

One Form to Transfer Them All: Pretraining Multilingual Language Models Beyond Native Orthography

Muge Zhang, Aaron Jencks, Krishna Badikela, Yulia Tsvetkov, Sachin Kumar

2026-08-26

ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures

Shiwen Qin, Alexander Auras, Shay B. Cohen, Elliot J. Crowley, Michael Moeller, Linus Ericsson, Jovita Lukasik

2026-08-26

From Passive Response to Proactive Correction: Enhancing LLM Robustness Against Input Fact Perturbations

Ping Wang, Xiangguo Sun, Bingbing Xu, Guocong Li, Xiaofeng Meng

2026-08-26

Rotary Position Encodings for Graphs

Isaac Reid, Arijit Sehanobish, Cederik Höfs, Bruno Mlodozeniec, Leonhard Vulpius, Federico Barbero, Adrian Weller, Krzysztof Choromanski, Richard E. Turner, Petar Veličković

2026-08-26

Do Vision-Language Models Agree on the Affective Qualities of Shape? A Cross-Model Audit for Generative Design Interfaces

Luca Bux, Thiago Rios, Ingo Scholtes, Stefan Menzel

2026-08-26

LUTSeg: A Longitudinal Multi-Expert Dataset for Ulcer Tissue Segmentation

Karen Sanchez, Carlos Hinojosa, Albert A. Ávila, Andrea C. Riano-Rojas, Diego H. Romero, Jenny C. Páez, Martina Llinás, Bernard Ghanem

2026-08-26

Unlocking Multimodal Protein Language Models at Inference Time

Yi Zhou, Qipeng Wang, Yunqing Liu, Jun Xia, Qing Li, Wenqi Fan

2026-08-26

DEFUSE: Generalizable Backdoor Defense for Self-Supervised Encoders with Generative Priors

Tuo Chen, Jie Gui, Minjing Dong, Lanting Fang, Ju Jia, Benlei Cui, Jian Liu