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

Yukang Cao, Haozhe Xie, Beichen Wen, Runmao Yao, Yinghao Liu, Yue Huang, Zhichao Liao, Yunxiang Wang, Haiheng Liu, Xingshun Tian, Dawei Su, Long Zhuo, Dacheng Tao, Xiaogang Wang, Liang Pan, Ziwei Liu

2026-07-30

PhiZero: A World Model Built Around Physical Language

Shuyao Shang, Yuqi Wang, Ruopeng Gao, Xu Chen, Tieniu Tan, Lue Fan, Zhaoxiang Zhang

2026-07-30

PAC-MAN: Perception-Aware CBF-RL for Whole-Body Safety in Humanoid Dodgeball

Lizhi Yang, Junheng Li, Aaron D. Ames

2026-07-30

AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis

Bing Yan, Gregory Wolfe, Stefano Martiniani, Kyunghyun Cho

2026-07-30

Neurosymbolic Imitation Learning with Human Guidance: A Privileged Information Approach

Nikhilesh Prabhakar, Varun Balaji, Athresh Karanam, Kristian Kersting, Sriraam Natarajan

2026-07-30

AISPA: User-Centric System Prompt Auditing for Large Language Model Applications

Xiangning Lin, Shenzhe Zhu, Shu Yang, Zhenyu Zhang, Haoqian Zhang, Yipeng Zhao, Chengxuan Qian, Tianwei Wang, Ziheng Zhang, Zhenlong Yuan, Dingcheng Wang, Juncheng Wu, Yuan Si, Jiaxin Liu, Baolong Bi, Robert Mahari, Tobin South, Dazza Greenwood, Zexue He, Rishi Bommasani, Sophia Kazinnik, Andreas Haupt, Samuele Marro, Erik Brynjolfsson, Alex Pentland, Jiaxin Pei

2026-07-30

Chimera: Designing and Chinchilla-Scaling Hybrid Visual Diffusion Transformers

Chongjian Ge, Hanwen Jiang, Tianyu Wang, Jiuxiang Gu, Yiran Xu, Ziwen Chen, Shaoteng Liu, Jing Shi, Yicong Hong, Zefan Cai, Hailin Jin, Hao Tan

2026-07-30

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models

Qiushi Sun, Kanzhi Cheng, Yian Wang, Bowen Yang, Hang Yan, Liheng Chen, Fangzhi Xu, Zichen Ding, Nuo Chen, Jialin Cao, Xingdong Gong, Zehao Li, Kaiming Jin, Xinfeng Yuan, Zhoumianze Liu, Jingyang Gong, Zhangyue Yin, Jiahui Gao, Zhiyong Wu, Tianbao Xie, Jianbing Zhang, Ben Kao, Lingpeng Kong

2026-07-30

Functional Percolation: Criticality of Form and Function

Galen J. Wilkerson

2026-07-30

KAISEN: Reproducible Subgroup Fairness Auditing for Clinical Risk Models

Sparsh Roy, Samuel Girmachew, Nishita Chavan

2026-07-30

Inducing language models to assert their own consciousness restores human beliefs and values

Junsol Kim, Winnie Street, Roberta Rocca, Diane M. Korngiebel, Adam Waytz, James Evans, Geoff Keeling

2026-07-30

Critic Architecture Matters: Dual vs. Unified Critics for Humanoid Loco-Manipulation

Mehmet Turan Yardımcı

2026-07-30

RMBench: Memory-Dependent Robotic Manipulation Benchmark with Insights into Policy Design

Tianxing Chen, Yuran Wang, Mingleyang Li, Yan Qin, Hao Shi, Zixuan Li, Yifan Hu, Yingsheng Zhang, Kaixuan Wang, Yue Chen, Hongcheng Wang, Junjie Wang, Tianhang Yang, Renjing Xu, Ruihai Wu, Yao Mu, Yaodong Yang, Hao Dong, Ping Luo

2026-07-30

Beacon: Knowing When and How to Perform Agentic Visual Reasoning

Qixun Wang, Yang Shi, Letian Cheng, Zhuoran Zhang, Yan He, Yuqi Tang, Qi Zhang, Xinlei Yu, Ruizhe Chen, Tianrun Xu, Yuanxing Zhang, Pengfei Wan, Haotian Wang, Xianghua Ying

2026-07-30

APEX-Accounting

Julien Benchek, Austin Bennett, Jasmin Kern, Ryan Stevens, Rene Sultan, Charis Ching, Hayley Popiel, Vaibhav Mittal, Felix Mercier, Brendan Foody, Bertie Vidgen

2026-07-30

Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments

Haomin Qi, Xingliang Wang, Xuanqi Gao, Baihui Sang, Xin Zhang, Minghua Ma, Pengfei Gao, Yu Kang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang

2026-07-30

VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation

Kangning Zhang, Yixing Li, Shuai Shao, Qingyao Li, Zhengxi Lu, Zhiyuan Yao, Jianghao Lin, Wenxiang Jiao, Yuan Lu, Weiwen Liu, Weinan Zhang, Yong Yu

2026-07-30

MixFrag: Fragility-Guided Mixed-Precision Post-Training Quantization for Vision Transformers

Md. Mehrab Hossain Opi, Robiul Islam Ryad, Md. Umar Faruk

2026-07-30

PAIChecker: Uncovering and Checking PR-Issue Misalignment in SWE-Bench-Like Benchmarks

Manyi Wang, Junjielong Xu, Pinjia He

2026-07-30

Agent Team Work Zone: An Automated, Persistent Workspace for Long-Lived Claude Code Agent Teams

Shouren Wang

2026-07-30

$β$-OPSD: Deriving with Policy Optimization, Training with Self-Distillation

Jiawei Xu, Minghui Liu, Juzheng Zhang, Tom Goldstein, Furong Huang

2026-07-30

ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation

Xiao Luo, Mingyang Du, Xin Zhou, Tianrui Feng, Xiwu Chen, Xiaofan Li, Jiangning Zhang, Dingkang Liang

2026-07-30

DualG-MRAG: Decoupling Macro-Reasoning and Micro-Matching for Multimodal Retrieval-Augmented Generation

Jiacheng Tao, Qingyun Sun, Haonan Yuan, Ziwei Zhang, Jianxin Li

2026-07-30

LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints

Thomas Palmeira Ferraz, Kartik Mehta, Yu-Hsiang Lin, Haw-Shiuan Chang, Shereen Oraby, Sijia Liu, Vivek Subramanian, Tagyoung Chung, Mohit Bansal, Nanyun Peng

2026-07-30

Sample More, Reflect Less: Self-Refine and Reflexion Lose to Repeated Sampling at Equal Token Cost, from 1.5B to 7B

Iliya Mirzaei

2026-07-30

Algorithms for Structured Elections under Thiele Voting Rules

Alexandra Lassota, Krzysztof Sornat

2026-07-30

Rethinking Inference-Time Scaling in Local Computer-Use Agents: Failure Modes and Compute Tradeoffs

Woongkyu Lee, Jungwook Choi

2026-07-30

Finding Change in Satellite Archives from Text: How to Combine Before-and-After Images Efficiently

Simon Roy, Mark Bong, Giovanni Beltrame

2026-07-30

reinforcement learning

Exploratory, Communicative, and Deployable: Vision-Driven Embodied Agents for Open-World Mobile Manipulation

Boyu Mi, Mengchen Ma, Yifei Yao, Xing Gao, Junting Chen, Yangzi Li, Zihou Zhu, Guohao Li, Zhenfei Yin, Tai Wang, Yao Mu, Jiangmiao Pang, Hanqing Wang

2026-07-27

Distilled Reinforcement Learning for LLM Post-training

Chen Wang, Zhaochun Li, Jionghao Bai, Yining Zhang, Hexuan Deng, Ge Lan, Yue Wang

2026-07-19

LenGuard-GPC: Length Guarding with Guided-Prompt Consistency for Spatial Reasoning Reinforce Learning

Xingjian Tao, Yiwei Wang, Yujun Cai, Jing Tang

2026-07-19

Robust Summarization of Doctor-Patient Conversations: TalTech Systems for the Beyond Transcription Challenge

Aivo Olev, Tanel Alumäe

2026-07-19

The Behavioral Credibility Trilemma: When Calibrated Autonomy Becomes Impossible

Lauri Lovén, Nam Do, Hassan Mehmood, Dinesh Kumar Sah, Sasu Tarkoma

2026-07-19

Non-Asymptotic Best Policy Identification Guarantees in Online Reinforcement Learning

Joseph Lazzaro, Alessio Russo, Aldo Pacchiano

2026-07-19

STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMs

Ye Wang, Hongjun Wang, Hao Fang, Tongyuan Bai, Zuwei Long, Peixian Chen, Wei Liu, Weibo Gu, Xing Sun, Rui Ma

2026-07-19

Conflict-Aware Fusion: Mitigating Logic Inertia in Large Language Models via Structured Cognitive Priors

Qiming Bao, Xiaoxuan Fu, Michael Witbrock

2026-07-19

Learning from Synthetic Data without Model Collapse in Iterative Instruction Tuning

Xiaonan Luo, Yue Huang, Kehan Guo, Ping He, Chuan Zou, Ting Hua, Xiangliang Zhang

2026-07-19

Reward-Driven LLM Agent Workflows: Synthesizing POMDP Routing and Self-Correction for Autonomous Decision-Making

Amez Amanj Ali, Kuo-Kun Tseng

2026-07-19

A Systematic Investigation of RL-Jailbreaking in LLMs

Montaser Mohammedalamen, Kevin Roice, Reginald McLean, Alyssa Lefaivre Škopac

2026-07-20

Full Bayesian Reinforcement Learning via LF-IBIS

Stefano Masini, Cecilia Viscardi, Michela Baccini

2026-07-20

When Does Muon Help Agentic Reinforcement Learning?

Kai Ruan, Jinghao Lin, Zihe Huang, Ziqi Zhou, Qianshan Wei, Xuan Wang, Hao Sun

2026-07-20

Sequential Attention-based Sampling for Histopathological Analysis

Tarun Gogisetty, Naman Malpani, Gugan Thoppe, Sridharan Devarajan

2026-07-20

LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks

Tianzhu Ye, Li Dong, Guanheng Chen, He Zhu, Xun Wu, Shaohan Huang, Furu Wei

2026-07-20

Sparse Evidence Can Suffice: Agentic Evidence Seeking for Multimodal Video Misinformation Detection

Haochen Zhao, Yongxiu Xu, Xinkui Lin, Dong Xie, Jiarui Lu, Yuqi Qian, Yubin Wang, Hongbo Xu, Gaopeng Gou

2026-07-20

Generalised Bellman recurrence and three dualities in sequential decision-making

Fernando E. Rosas, David Hyland, Daniel Polani

2026-07-20

Hierarchical Reinforcement Learning for Air Combat at DARPA's AlphaDogfight Trials

Adrian P. Pope, Jaime S. Ide, Daria Micovic, Henry Diaz, David Rosenbluth, Lee Ritholtz, Jason C. Twedt, Thayne T. Walker, Kevin Alcedo, Daniel Javorsek

2026-07-20

When AI Takes the Couch: Psychometric Jailbreaks Reveal Internal Conflict in Frontier Models

Afshin Khadangi, Hanna Marxen, Amir Sartipi, Igor Tchappi, Gilbert Fridgen

2026-07-20

Information-Based Exploration via Random Features for Reinforcement Learning

Waris Radji, Odalric-Ambrym Maillard

2026-07-20

From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Retrieval-Augmented Generation Agents Development

Muzhi Li, Jinhu Qi, Yihong Wu, Minghao Zhao, Liheng Ma, Yifan Li, Xinyu Wang, Zhenghan Tai, Zixing Song, Yingxue Zhang, Ho-fung Leung, Irwin King

2026-07-20

The Price of Reasoning: Cost-Quality Tradeoffs in Reinforcement Learning for Neural Machine Translation

Michael Jungo, Aixiu An

2026-07-21

MADA-RL: Multi-Agent Debate-Aware Reinforcement Learning for Parameter-Efficient Reasoning in Compact Models

Martino M. L. Pulici, Cuong Xuan Chu, Evgeny Kharlamov, Zifeng Ding, Volker Tresp, Yunpu Ma

2026-07-20

PAMD: Structured Adaptive Distances for Bisimulation Representations in Visual Reinforcement Learning

Daegyeong Roh, Juho Bae, Han-Lim Choi

2026-07-20

Lyapunov Stability-Aware Stackelberg Game for Low-Altitude Economy: A Control-Oriented Pruning-Based DRL Approach

Yue Zhong, Jiawen Kang, Yongju Tong, Hong-Ning Dai, Dong In Kim, Abbas Jamalipour, Shengli Xie

2026-07-20

A Geometric Perspective on Stabilizing Value Conflict Resolution

Saket Reddy, Andy Liu

2026-07-20

DeLIVeR: Decomposed Learning for Information-grounded Veracity Recognition via Reinforced Knowledge Graph Exploration

Cong Hoan Nguyen, Thomas Hoang, Hieu Minh Duong, Long Nguyen

2026-07-20

Omni-Perception Policy Optimization for Multimodal Emotion Reasoning

Zhiyuan Han, Beier Zhu, Wenwen Tong, Pengyang Shao, Peipei Song, Xinyi Wang, Jiangnan Chen, Lewei Lu, Xun Yang

2026-07-20

Aggregate in the Advantage, Not the Ratio: A Canonical-Form Analysis of Cooperative Multi-Agent Policy Optimization

Zijian Zhao, Sen Li

2026-07-20

Training Skills Like Parameters via Self-Supervised Semantic Diffusion

Mo Li, Zixin Yin, Ting Cao, Yunxin Liu

2026-07-30

language

Training Skills Like Parameters via Self-Supervised Semantic Diffusion

Mo Li, Zixin Yin, Ting Cao, Yunxin Liu

2026-07-30

Ensembling LLM-Induced Decision Trees for Explainable and Robust Error Detection

Mengqi Wang, Jianwei Wang, Qing Liu, Xiwei Xu, Zhenchang Xing, Liming Zhu, Michael Bain, Wenjie Zhang

2026-07-27

Tag Questions and the Generational Reversal of Sycophancy Across 45 Language Models

Tapan Parikh

2026-07-27

Human Grounded Evaluation of Large Language Models for Optical Network Automation

Kiarash Rezaei, Omran Ayoub, Paolo Monti, Carlos Natalino

2026-07-21

Evidence-Grounded AI for Musculoskeletal Care

Wenjie Li, Yujie Zhang, Fanrui Zhang, Haoran Sun, Renhao Yang, Junjun He, Weiran Huang, Yuanfeng Ji, Chenrun Wang, Kailing Wang, Hongcheng Gao, Kaipeng Zhang, Hanyu Wang, Angela Lin Wang, Xingqi He, Yilin Huang, Shiyi Yao, Lilong Wang, Yankai Jiang, Yirong Chen, Chenglong Ma, Jiyao Liu, Ming Hu, Gen Li, Yidong Xu, Chengyu Zhuang, Jiawei Liu, Yin Zhang, Lequan Yu, Lu Chen, Yinpeng Dong, Lei Liu, Carlos Gutierrez Sanroman, Yu Qiao, Weijie Ma, Xiaosong Wang, Lei Wang

2026-07-21

Estimating near-verbatim extraction risk in language models with decoding-constrained beam search

A. Feder Cooper, Mark A. Lemley, Christopher De Sa, Lea Duesterwald, Allison Casasola, Jamie Hayes, Katherine Lee, Daniel E. Ho, Percy Liang

2026-07-21

Safety That Does Not Transfer: Cross-Lingual Clinical Correctness Drift in Deployable Medical Language Models

Anthonio Oladimeji Gabriel, Dimeji Olawuyi, Toba Ajayi, Temilola Aderemi

2026-07-19

An Explicit World Model Based on Data-First Ontology: DaoQL Multimodal Storage Validation and Counterfactual Reasoning Evaluation

Zhanbo Li, Shifeng Wu, Xiangjin Meng, Wenjie Cai

2026-07-19

Debate-on-Graph: Reliable and Adaptive Reasoning of Large Language Model on Uncertain Knowledge Graph

Peiji Yu, Xin Chen, Tianxing Wu