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

Zhilin Guo, Boqiao Zhang, Hakan Aktas, Kyle Fogarty, Nursena Koprucu Aslan, Wenzhao Li, Canberk Baykal, Albert Miao, Siyu Hong, Yixiao Liu, Adam Wu, Ashish Kumar Singh, Sakar Khattar, Chenliang Zhou, Weihao Xia, Cristina Nader Vasconcelos, Cengiz Oztireli

2026-09-28

PDMD: Projected Distribution Matching Distillation for Video Diffusion Models

Zimo Wang, Junkun Yuan, Angtian Wang, Haotian Yang, Canyu Zhang, Siyuan Yuan, Xingchang Huang, Bo Liu, Yizhi Wang, Yiding Yang, Chongyang Ma, Gordon Guocheng Qian

2026-09-28

Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning

Yijia Fan, Ziqi Huang, Zhongang Cai, Yan Li, Zimo Wen, Wanqi Yin, Haiwen Diao, Ziwei Liu

2026-09-28

Retrieving Biblical Intertextual References in Karen Blixen's Seven Gothic Tales

András Kovács, Alexander Conroy, Daniel Hershcovich, Jens Bjerring-Hansen

2026-09-28

Reliability-Gated Fusion of Consumer Head and Foot IMUs for Lower-Body 3D Pose

Zhilin Guo, Boqiao Zhang, Oszkár Urbán, Josef Bengtson, Hakan Aktas, Wenzhao Li, Siyu Hong, Kyle Fogarty, Chenliang Zhou, Ali Senguel, Cengiz Oztireli

2026-09-28

Unifying Distributional Training for One-Step Visual Generation

Chi Zhang, Haoyang Shi, Yueyi Liu, Ruichuan An, Junkang Zhou, Chang Li, Xiuyuan Lu, Yichi Zhang, Bo Wang, Yuhang Wu, Sen Cui, Miao Liu

2026-09-28

Scaling Long-Form Story Generation via Narrative State Tracking

Zhennan Wan, Jianfei Chen

2026-09-28

TokenCast: Forecasting Token Consumption During LLM Agent Execution

Chaoqian Ouyang, Ling Yue, Libin Zheng, Huanghui Guo, Shengxiang Xu, YiShu Wang, Ran Li, Jian Yin, Shaowu Pan, Shimin Di

2026-09-28

Statistical Learning of Contractive Dynamical Representations for Composite Adaptive Control

Min Kim, José Leonardo Brenes, Fred Hadaegh, Soon-Jo Chung

2026-09-28

Neural Harmonic Measure Operator

Jinjin He, Sinan Wang, Yuchen Sun, Bo Zhu

2026-09-28

How to Loop MoE: Flatten the Experts, Untie the Attention

Shouren Wang, Chuang Ma, Mohsen Hariri, Debargha Ganguly, Wang Yang, Xiaoqing Tong, Qianying Liu, Xiaotian Han, Vipin Chaudhary

2026-09-28

Luce: Relightable Gaussians for 3D Asset Generation

Mayank Singh, Michele Stoppa, Alvise Memo, Rui Yu, Sree Harsha Kalli, Srimanth Gunturi, Muhammad Ahmed Riaz, Behrooz Shahsavari, Waleed Abdulla, David E. Jacobs

2026-09-28

KV-streams for Efficient Compaction in Agentic Reinforcement Learning

Emiliano Penaloza, Dane Malenfant, Dheeraj Vattikonda, Roger Creus Castanyer, Siddarth Venkatraman, Abhay Puri, Jonathan Light, Matthew James Sargent, Augustine N. Mavor-Parker, Massimo Caccia, Lucas Caccia, Glen Berseth, Esmeralda S. Whitammer, Alessandro Sordoni, Minseon Kim, Marc-Alexandre Côté, Laurent Charlin, Guillaume Lajoie

2026-09-28

Robust Active Learning for Few-Shot Example Selection in Text-to-SQL

Arash Pourhabib

2026-09-28

Towards Communication-Efficient Social Intelligence in Language Agents

Linxiao Gong, Yijie Xu, Tianfu Wang, Yin Wu, Yili Wang, Xingbo Yao, Huizai Yao, Xilin Xia, Haowen Yang, Hui Xiong

2026-09-28

Improving Test-Time Scaling with Adaptive Looped Transformers

Yichen You, Tianyu Fu, Aosong Feng, Xingtai Lv, Xuefei Ning, Ning Ding, Yu Wang

2026-09-28

Squeeze3D: Extreme Neural Compression with Latent Space Bridging

Rishit Dagli, Yushi Guan, Sankeerth Durvasula, Mohammadreza Mofayezi, Nandita Vijaykumar

2026-09-28

Copy the Same, Distill the Difference: Initializing Linear Vision Transformers

Huaiyuan Qin, Muli Yang, Gabriel James Goenawan, Shiqi Huang, Min Kass Chong, Wahyu Wiratama, Peng Hu, Chen Gong, Wu Liu, Xi Peng, Chun Jian Ho, Hongyuan Zhu

2026-09-28

FinAutoRubric: Expert-Guided Automatic Rubric Generation for Evaluating Financial Research Agents

Hoyoung Lee, Suyeol Yun, Jack Haverty, Yunju Cho, Meesong Kim, Daekyung Park, Sumin Kim, Jihoon Kwon, Jasmine Jia Geng, Andrew Chin, Yin Luo, Edward Tong, Yu Yu, Zach Golkhou, Minkyu Kim, Igor Halperin, Young Cha, Alejandro Lopez-Lira, Chanyeol Choi, Yongjae Lee

2026-09-28

InfiniHand: Streaming World-Space Hand Motion Estimation from Egocentric Video

Kerui Ren, Kaiwen Song, Weiguang Zhao, Yuxi Wang, Yufei Liu, Bo Dai, Haoyu Guo, Chunhua Shen, Mulin Yu, Tao Lu, Junting Dong

2026-09-28

Shockingly Simple Self-retrospection Improves Agentic Models Without RL

Jonathan Light, Christopher Zhang Cui, Jeonghye Kim, Roger Creus Castanyer, Emiliano Penaloza, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Minseon Kim

2026-09-28

Harness Learning Enables Generalizable Test-Time Adaptation

Alvin Zhang, Xuecheng Liu, Zixuan Wang, Fahim Tajwar, Daman Arora, Ruslan Salakhutdinov, Daniel Khashabi, Yuda Song, Andrea Zanette

2026-09-28

GeoVerse: World-Consistent Novel View Synthesis in Geometric Latent Space

Kerui Ren, Tao Lu, Linning Xu, Changjian Jiang, Mu Huang, Chunhua Shen, Mulin Yu, Bo Dai

2026-09-28

Failure-Transparent Agents: Benchmarking Post-Failure Reporting in Tool-Using Language Models

Junru Zhu, Shiming Xie, Aime Lu Fan Chen, Xiaoqing Ding, Chunxin Tang, Ruoyu Qi, Yulang Fei

2026-09-28

FlowAct-R2: Beyond Talking Avatar via Streaming Multimodal References and Proactive Agent Planning

Ziyao Huang, Zhengkun Rong, Shiyang Qin, Shuang Liang, Wentao Hu, Yuxuan Luo, Yuan Zhang, Mingyuan Gao

2026-09-28

Impact of Patient Orientation in Single- and Multi-View Camera Environments for AI-based Rehabilitation Monitoring

Miriama Jánošová, Andreas Lang, Petra Budikova, Jan Sedmidubsky

2026-09-28

Superquadric Primitive Decomposition of 3D point clouds via Geometric-Aware Inlier Refinement

Alessandro Rinaldi, Edoardo Tedesco, Andrea Ferraris, Filippo Leveni, Daniele Baieri, Filippo Maggioli, Simone Melzi, Luca Magri

2026-09-28

HOPPER: Learnable Hop Extraction for Linearized Graph Sequence Models

Isuru Herath, Arin Gopakumar, Sharan Sahu

2026-09-28

Hard Vision, Easy Vision: What GPT-6 Astra Reveals Across Computer Vision

Hanoona Rasheed, Mohammed Irfan Kurpath, Bin Ren, Hisham Cholakkal, Fahad Shahbaz Khan, Salman Khan

2026-09-28

reinforcement learning

Spiking Neural Network Actor-Critic Proximal Policy Optimization Control for Autonomous UAV Navigation Through Constrained Openings in Civil Infrastructure and Buildings

Francis Noah Walugembe, Maciej Wielgosz, Tomaž Goričan, Matej Mertik

2026-09-20

Uncertainty-Aware Selection of Online Algorithms with Simulator Ensembles

Yongyi Guo, Zifan Xu, Ziping Xu, Kelly W. Zhang

2026-09-26

TARC: Time-Adaptive Robotic Control

Arnav Sukhija, Lenart Treven, Jin Cheng, Florian Dörfler, Stelian Coros, Andreas Krause

2026-09-15

Interactive Memory Learning for Long-Term Conversations

Cai Ke, Jiangyue Yan, Han Zhang, Xin Liu, Zike Yuan, Yue Yu, Hui Wang, Ruifeng Xu

2026-09-15

Intelligent Base Station Deployment in Urban Wireless Networks: A Geographic Data-Informed Digital Twin Approach

Zhenyu Tao, Yuxuan Li, Wei Xu, Yongming Huang, Xiaohu You

2026-09-15

Post-Training Large Language Models via Reinforcement Learning from Self-Feedback

Carel van Niekerk, Renato Vukovic, Benjamin Ruppik, Hsien-chin Lin, Shutong Feng, Milica Gašić

2026-09-15

BASIS: Batchwise Advantage Estimation from Single-Rollout Information Sharing for LLM Reasoning

Shijin Gong, Erhan Xu, Kai Ye, Giulia Livieri, Francesco Quinzan, Chengchun Shi

2026-09-15

ImpossibleRubrics: Stress-Testing Generated Rubrics as Reward Signals

Bowen Qin, Yi Xie, Yesheng Liu, Xi Yang

2026-09-15

TIAO: Token Importance-Aware Policy Optimization for Text Summarization

Qixiu Li, Chenlong Bao, Xiang Zhu, Xiaoyong Li, Ruixin Cao, Shukai Chen, Zhenxiong Zhou

2026-09-15

Robust Recurrent Reinforcement Learning under Evolving Hidden Disturbances with Application to Rover Wheel Slip

Saki Omi, Hyo-Sang Shin, Namhoon Cho, Antonios Tsourdos, Miguel A. Olivares-Mendez

2026-09-15

BlueLM-GUI Technical Report: A Real-Device-Centric Flywheel for Self-Improving Mobile GUI Agents

Tong Ye, Kunyang Han, Guozhi Wang, Longqiang Luo, Zhifeng Ding, Yongxiang Zhang, Xiaolei Shen, Yuxuan Zhang, Zhuping Zhang, Tao Xu, Yue Pan, Yucheng Zhao, Yupei Hu, Yuanjiang Ouyang, Danfeng Shen, Runqi Lin, Hongda Cai, Zhaoxiong Wang, Mengjia Yan, Yingjie Zhong, Chen Zhou, Zeyu Zhang, Xuwen Zhu, Penggang Shi, Mingcheng Luo, Ziyang Wu, Min Jin, Mingfu Shen, Zairong Xu, Fan Zhang, Hao Wang, Liang Liu, Zhulin Xie, Lijun Yao, Xiao Liang, Liangmin Wen, Liqiang Feng, Feilong Wu, Min Hu, Min Chen, Guanjing Xiong, Xiaohu Ruan, Xiaoxin Chen

2026-09-15

MAETrack: Unleashing the Potential of Pretrained Geometric Priors for 3D Single Object Tracking

Sifan Zhou, Qiwei Wang, Linyue Tan, Ziyu Liu, Ziyu Zhao, Xiaobo Lu

2026-09-15

Rewarding Reasoning, Not Answers: Fixing and Bounding Test-Time Reinforcement Learning on Medical QA

Kailong Fan, Anqi Pu, Yichen Wu, Wanhua Li, Yicong Li, Hanspeter Pfister, Huafeng Liu, Xiang Li, Quanzheng Li, Ning Guo

2026-09-15

GrowMTP: Can RL Grow Its Own Draft Head?

Minghua He, Lingzhe Zhang, Yuan Liu, Xiao Zhou, Aiwei Liu

2026-09-15

First Things First: Teaching LLM-Based Agents to Prioritize Must-Haves before Nice-to-Haves

Tianjie Ju, Xinyue Xu, Wanxuan Sun, Lingxiao Diao, Gongshen Liu, Zhuosheng Zhang, Cheng Yang

2026-09-15

SAVOR: Self-Aware Visual Grounding via Confidence-Calibrated Reinforcement Learning for Multimodal Hallucination Mitigation

Zixiu Ding, Zilin Zhao, Yingjie He, Xinlang Kang, Guansu Wang, Wei Zhang

2026-09-15

A Cyber Range Evaluation of Autonomous Network Incident Response Agents

Jakob Nyberg, Teodor Sommestad, Andrei Buhaiu, Joakim Loxdal, Pontus Johnson, Mathias Ekstedt

2026-09-15

BRACE: Anchored Bellman-Residual Correction for Stale Critics in Asynchronous RL

Guanqun Zhao, Zijun Xie, Binbin Zheng, Jiafeng Lu, Enlei Gong, Zeyu Chen

2026-09-15

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning

Jingyan Shen, Jiarui Yao, Rui Yang, Yifan Sun, Feng Luo, Rui Pan, Tong Zhang, Han Zhao

2026-09-15

ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents

Shuhan Xue, Jianyuan Zhong, Ziyuan Nan, Wenbin Li, Zhaochen Yu, Jinchao Ding, Qiang Gao, Pengyu Zhan, Yuntong Zhang, Tian Cheng, Zhenfei Yin, Yingcheng Wu, Ling Yang

2026-09-15

CoER: Defending against Adaptive Indirect Prompt Injection via Adversarial Co-Evolution and Refinement

Boyang Zhang, Qingxin Xiao, Lingwei Dang, Qingyao Wu

2026-09-15

Toward Robust LLM-Based Judges: Taxonomic Bias Evaluation and Debiasing Optimization

Hongli Zhou, Hui Huang, Rui Zhang, Kehai Chen, Bing Xu, Conghui Zhu, Tiejun Zhao, Muyun Yang

2026-09-15

An Initial Introduction to Cooperative Multi-Agent Reinforcement Learning

Christopher Amato

2026-09-15

Intrinsic Motivation in Reinforcement Learning: A Research Agenda for Adaptive Self-Organisation

Anatoly Belikov

2026-09-15

Graph Neural Assisted Actor-Critic for Latency-Efficient Edge Vision System

Alam Noor, Luis Almeida, Kai Li, Jiyan Wu, Miguel Gutiérrez Gaitán, Eduardo Tovar

2026-09-15

Easy to Catch a Liar, Hard to Clear an Honest One: Language Models Diagnosing a Corrupted Reward Channel from a Verified Record

Arman Nik Khah

2026-09-15

FluxVLA Engine: A One-Stop VLA Engineering Platform for Embodied Intelligence

Yinhao Li, Weixin Mao, Zihan Lan, Jikun Rong, Qirui Hu, Yiming Zhang, Weipeng Deng, Bowen Shen, Minzhao Zhu, Yiming Mao, Yan Yang, Chenguang Cui, Hongyuan Chen, Xu Huang, Zheyi Zhao, Pinxi Shen, Bozhen He, Zhen Fu, Yifan Wang, Zexin Zhang, Ang Gao, Haoyu Chen, Chengqi Shi, Hua Chen

2026-09-15

MOCC-R1: Reinforcing Reasoning-Response Consistency for Multimodal Counselor Response Generation

Wenjie Zheng, Qiming Xie, Jianfei Yu, Rui Xia

2026-09-15

SLMFix: Leveraging Small Language Models for Domain Specific Language Error Fixing with Reinforcement Learning

David Jiahao Fu, Aryan Gupta, Aaron Councilman, Yu-Xiong Wang, Vikram Adve

2026-09-25

Reflective Policy Optimization

Yaozhong Gan, Renye Yan, Zhe Wu, Junliang Xing

2026-09-21

language

Hub-Spectral Activation of Latent Multimodal Knowledge

Ying Guo, Haidong Chen, Linrui Xu, Xiaohao Liu, Chuancheng Shi, Canran Xiao, Dan Zhang, Fei Shen, Li Shen, Tat-Seng Chua

2026-09-15

TransBERT: A Framework for Synthetic Translation in Domain-Specific Language Modeling

Julien Knafou, Luc Mottin, Anaïs Mottaz, Alexandre Flament, Patrick Ruch

2026-09-23

An Empirical Study of Counterfactual Self-Explanations in LLMs

Giannis Kalyvas, Giorgos Filandrianos, Orfeas Menis Mastromichalakis, Vassilis Lyberatos, Giorgos Stamou

2026-09-15

Where Should Language Sit in a Multimodal Model? Lessons from What Language Does to Human Perception and Cognition

Peng Xie, Amr Alanwar

2026-09-15

Symbolic Separation: Grounding Deep Agents in Knowledge Graphs for Trustworthy Operational Data Analytics

Baibek Davletiyarov, Junaid Ahmed Khan, Andrea Bartolini

2026-09-15

sensVLA: Spatially-Grounded Vision-Language-Action Model for Autonomous Wheel Loader

Gopi Krishna Erabati, Bjarne Johannsen, Angus Stewart, Vardeep Singh Sandhu

2026-09-15

EviScope: Paired Counterfactual Evidence Diagnostics for Faithful and Efficient Grounded Language Models

Suryadeep Singh Deswal

2026-09-15

Symmetry-Aware Likelihood-Orbit Aggregation for Selective Left-Right Claim Verification

Zhouzhi Xiong, Chuxi Zhang, Weizhen He, Yi Chen, Qi Li, Donglian Qi

2026-09-15

SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP

Decheng Duan, Yingyi Zhang, Jitong Peng, Chengzhi Zhang

2026-09-15

Post-Training Large Language Models via Reinforcement Learning from Self-Feedback

Carel van Niekerk, Renato Vukovic, Benjamin Ruppik, Hsien-chin Lin, Shutong Feng, Milica Gašić

2026-09-15

FADE: Mitigating Hallucinations by Reducing Language-Prior Dominance in Large Vision-Language Models

Yichen Guo, Kai Tang, Jinhao You, Fenglai Lin, Yiding Sun, Dongxu Zhang, Wenya Wang, Lin William Cong, Shanghang Zhang

2026-09-15

Sparse MLLM Anchors, Dense Adaptation: Breaking the Self-Referential Loop in Wild Test-Time Adaptation

Zhenbin Wang, Lei Zhang, Lituan Wang, Yan Wang, Zhao Zhang, Wei Huang

2026-09-15

Target-Language Generation in Multilingual Models: Activation Steering and Optimal Control

James A. Michaelov, Carmen Amo Alonso, Tyler A. Chang, Roger P. Levy

2026-09-15

SKIP: a Self-knowledge-guided Step-wise Preference Learning Framework for Concise Reasoning

Qinhong Lin, Yuhao Zhang, Yinglun Feng, Zhongliang Yang, Linna Zhou

2026-09-15

FlexEE: Self-Speculative and KV-Compatible Early Exiting for Offloading-Aware LLM Inference

Qihu Xie, Ziwei Li, Yi Kang

2026-09-15

Interactive Memory Learning for Long-Term Conversations

Cai Ke, Jiangyue Yan, Han Zhang, Xin Liu, Zike Yuan, Yue Yu, Hui Wang, Ruifeng Xu

2026-09-15

AMALIA-VL: A Native European Portuguese Open-Source Vision and Language Model

Diogo Glória-Silva, João Cardeira, Manuel Letras da Luz, Afonso Simplício, Gonçalo Vinagre, Diogo Tavares, Rafael Ferreira, Inês Calvo, Inês Vieira, David Semedo, João Magalhães

2026-09-15

On the Impact of Anonymization on the Performance of Large Language Models

Tobias Deußer, Max Hahnbück, Lorenz Sparrenberg, Tobias Uelwer, Christian Bauckhage, Rafet Sifa

2026-09-15

Can LLMs Follow the Pulse of a Crisis? Evaluating Crisis Sentiment in Bangladesh's July Uprising

Md. Samiul Alim, Mahir Shahriar Tamim, Tanvir Ahmed Khan, Sharjil Khan, Rafia Ferdous Duti, Shahriyar Zaman Ridoy, Mohammad Ali Moni

2026-09-15

The Role of Implicit and Explicit Demographic Signals in Large Language Model-based Student Assessment

Donya Rooein, Luca Benedetto, Dirk Hovy

2026-09-15

Autoformalizing Argumentative Material Inferences

Xin Quan, Reto Gubelmann, André Freitas

2026-09-15

BASIS: Batchwise Advantage Estimation from Single-Rollout Information Sharing for LLM Reasoning

Shijin Gong, Erhan Xu, Kai Ye, Giulia Livieri, Francesco Quinzan, Chengchun Shi

2026-09-15

Nameless Tokenization: A Lossless Tokenizer-Level Defense Against Control-Token Forgery in Open-Weight LLMs

Kisu Yang, Yoonna Jang, Heuiseok Lim

2026-09-15

The Token Before the Value Is the Key: How Hybrid Architectures Organize Induction Circuits

Ke Cheng, Xin Xu, Yixiao Chen, Lei Xin, Jianbo Zhao, Fanhu Zeng, Yue Liu, Jun Zhang, Jie Jiang

2026-09-15

REDDIT: Forgetting-Resistant Correction of Timestamp Drift in ASR via Replay-Based Distribution Editing

Cheng-Kang Chou, Ming-To Chuang, Ke-Han Lu, Chan-Jan Hsu, Hung-yi Lee

2026-09-15

MUSE: A Theory-Harnessed Story Engine for Vibe Narrativizing

Jianxiang Ma, Xiaocui Yang, Daling Wang, Yuesong Hou, Mingfu Zhang, Yichen Gao, Junzhao Huang

2026-09-15

Intrinsic Robot Rewarding: Reusing VLA Representations for Autonomous Evaluation and Policy Improvement

Tobias Schaffer, Mohab Elkhayat, Daniela Nicklas, Mustafa Almohamad, Elham Al-Fuqara

2026-09-15

Affect-Prototype Guided Fusion for Open-Vocabulary Incomplete Multi-modal Emotion Recognition

Yichi Zhang, Shenyue Wang, Jing Luo, Chunyang Yu, Xinyu Yang

2026-09-15

DynSTEER: Dynamic Stage-wise Trajectory Evaluation and Execution-time Review for Agents

Zhichao Shi, Xuhui Jiang, Wenjie Zhang, Xiaojun Wu, Cehao Yang, Chengjin Xu, Jian Guo, Yuanzhuo Wang

2026-09-15

TARC: Time-Adaptive Robotic Control

Arnav Sukhija, Lenart Treven, Jin Cheng, Florian Dörfler, Stelian Coros, Andreas Krause

2026-09-15

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