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

Pratik Dutta, Matthew Obusan, Rekha Sathian, Max Chao, Pallavi Surana, Nimisha Papineni, Yanrong Ji, Zhihan Zhou, Han Liu, Alisa Yurovsky, Ramana V Davuluri

2026-07-28

CHARM: A Multimodal Graph Foundation Model with Hierarchical Context Modeling for Zero-Shot Transfer

Ankang Yang, Jitao Zhao, Di Jin, Yuxiao Huang, Dongxiao He

2026-07-28

Scaling Laws for Classical Machine Learning on Tabular Data: A Benchmark Study

Kaihua Ding

2026-07-28

InnerGS: Internal Scenes Reconstruction and Segmentation via Factorized 3D Gaussian Splatting

Shuxin Liang, Yihan Xiao, Wenlu Tang

2026-07-28

Systematic Analysis of Large Language Models and Transformer-Based Machine Translation for English-Tamil and Tamil-English Across Diverse Datasets

Sriharshaa S, Sangeetha Sivanesan, Jaya Nirmala S

2026-07-28

UniMem: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams

Siyu Xia, Chenheng Zhang, Yanting Wu, Haoxuan Li, Jiajun Chai, Xiaohan Wang, Guojun Yin, Wei Lin, Zhouchen Lin, Haifeng Zhang, Jun Wang

2026-07-28

MDTransformer: A Hardware-Software Co-Design of Mode-Division Photonic Transformer Accelerator with Inverse-Designed Coherent Crossbar

Solomon Micheal Serunjogi, Rachmad Vidya Wicaksana Putra, Ayat Taha, Muhammad Shafique, Mahmoud Rasras

2026-07-28

Instruction-Tuned Models Locally Reuse Human Syntax More Than Humans Do

Zandi Eberstadt

2026-07-28

Generalization from Low- to Moderate-Resolution Spectra with Neural Networks for Stellar Parameter Estimation: A Case Study with DESI

Xiaosheng Zhao, Yuan-Sen Ting, Rosemary F. G. Wyse, Alexander S. Szalay, Yang Huang, László Dobos, Tamás Budavári, Viska Wei

2026-07-28

Pictura: Perspective-View Self-Play at Scale for Driving

Yuan Yin, Elias Ramzi, Marc Lafon, Valentin Charraut, Victor Bares, Yihong Xu, Éloi Zablocki, Alexandre Boulch, Thibault Buhet, Andrei Bursuc, Matthieu Cord

2026-07-28

Parallel Decoding Distillation for Fast Image and Video Generation

Neta Shaul, Chao Liu, Arash Vahdat, Julius Berner

2026-07-28

Sharpness-Aware Minimization and Muon: Robustness under the Spectral Norm

Wenzhi Zhong, Edward Milsom, Michael Murray

2026-07-28

Empirical Evaluation of Out-Of-Distribution Performance of Tabular Foundation Models

Malena Loza, David Chushig-Muzo, Eva Milara, Luis Bote-Curiel, Luis Estrada-Petrocelli, Felipe Grijalva

2026-07-28

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches?

Farooq Shaikh

2026-07-28

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing

Fengxiang Wang, Jiangnan Huang, Mingshuo Chen, Yueying Li, Yang Shi, Junwei Luo, Haoyu Wang, Yansheng Li, Jing Zhang, Haiyan Zhao, Wenjing Yang

2026-07-28

MemLens: A Value-Aware Memory Management System with Interactive Analytics for LLM-based Agents

Shuyue Wei, Chang Liu, Zimu Zhou, Yongxin Tong, Lizhen Cui

2026-07-28

Untangling Co-Drift: Proactive Multi-Intent Failure Prediction and Root-Cause Disambiguation for Self-Driving Networks

Md. Kamrul Hossain, Walid Aljoby

2026-07-28

reinforcement learning

Mask-Aware Policy Gradients for Diffusion Language Models

Haran Raajesh, Kulin Shah, Adam Klivans, Philipp Krähenbühl

2026-07-16

Soft $Q(λ)$: A multi-step off-policy method for entropy regularised reinforcement learning using eligibility traces

Pranav Mahajan, Ben Seymour

2026-07-17

Lyapunov Exponent as Physics-Informed Dense Reward: RL Discovery of Stabilization Beyond the Kapitza Pendulum

Slava Andrejev

2026-07-15

Lighthouse RL: Sample-Efficient Circuit Optimization via Strategic Reset Points

Mustafa Emre Gürsoy, Stefan Uhlich, Ryoga Matsuo, Yağız Gençer, Arun Venkitaraman, Chia-Yu Hsieh, Andrea Bonetti, Eisaku Ohbuchi, Lorenzo Servadei

2026-07-15

TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents

Leitian Tao, Baolin Peng, Wenlin Yao, Tao Ge, Hao Cheng, Mike Hang Wang, Jianfeng Gao, Sharon Li

2026-07-15

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning

Cheng Tang, Junzhi Ning, Min Cen, Wei Li, Xinyi Zeng, Pinxian Zeng, Rongbin Li, Qiming Zhu, Yuqiang Li, Junjun He, Yirong Chen, Ming Hu

2026-07-15

Survival Dynamics of Neural and Programmatic Policies in Evolutionary Reinforcement Learning

Anton Roupassov-Ruiz, Yiyang Zuo

2026-07-15

Task-Oriented Sensing and Covert Transmissions for Collaborative Multi-AUV Systems

Xueyao Zhang, Chenyang Yan, Bo Yang, Xuelin Cao, Zhiwen Yu, Bin Guo, George C. Alexandropoulos, Merouane Debbah, Chau Yuen

2026-07-15

SPyCE: Skill-Policy Co-evolution for Multimodal Agents

Ru Zhang, Weijie Qiu

2026-07-15

Pretraining in Actor-Critic Reinforcement Learning for Locomotion

Jiale Fan, Andrei Cramariuc, Tifanny Portela, Marco Hutter

2026-07-15

When Does Reward Teach State? A Hidden-Automaton Instrument and the Group-Language Boundary

Jim Allchin

2026-07-15

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

2026-07-15

Operator-on-F complements value-equivalence: a planning-time diagnostic for latent world models

Donna Vakalis

2026-07-15

Post-Training Shifts Confidence: A Three-Stage Analysis of How SFT, RL, and OPD Shape Pre-, Intra-, and Post-CoT Calibration

Shuhao Li, Guodong Du, Anhao Zhao, Wanyu Lin, Tianyu Yuan, Xiaoyu Shen

2026-07-15

DAGR: State-Conditioned Goal Representations via Difference-Aware Goal Cross-Attention

Xing Lei, Wenyan Yang, Xuetao Zhang, Donglin Wang

2026-07-15

LLM-Guided Reinforcement Learning for Audio-Visual Speech Enhancement

Chih-Ning Chen, Jen-Cheng Hou, Hsin-Min Wang, Shao-Yi Chien, Yu Tsao, Fan-Gang Zeng

2026-07-15

AI Can Learn Scientific Taste

Jingqi Tong, Mingzhe Li, Hangcheng Li, Yongzhuo Yang, Yurong Mou, Weijie Ma, Zhiheng Xi, Hongji Chen, Xiaoran Liu, Qinyuan Cheng, Ming Zhang, Qiguang Chen, Weifeng Ge, Qipeng Guo, Tianlei Ying, Tianxiang Sun, Yining Zheng, Xinchi Chen, Jun Zhao, Ning Ding, Xuanjing Huang, Yu-Gang Jiang, Xipeng Qiu

2026-07-15

Explaining Reinforcement Learning Agents via Inductive Logic Programming

Celeste Veronese, Edoardo Zorzi, Daniele Meli, Alessandro Farinelli

2026-07-15

Consensus as Privileged Context for Label-Free Self-Distillation

John Gkountouras, Josip Jukić, Ivan Titov

2026-07-15

OvisOCR2 Technical Report

Shiyin Lu, Yinglun Li, Yu Xia, Yuhui Chen, An-Yang Ji, Jun-Peng Jiang, Qing-Guo Chen, Jianshan Zhao, En Lin, Haijun Li, Cheng Qin, Zhao Xu, Weihua Luo

2026-07-15

Knowledge- and Gradient-Guided Reinforcement Learning for Parametrized Action Markov Decision Processes

Jonas Ehrhardt, René Heesch, Oliver Niggemann

2026-07-15

Agile perceptive multi-skill locomotion for quadrupedal robots in the wild

Jun-Gill Kang, Jaehyun Park, Tae-Gyu Song, Joon-Ha Kim, Seungwoo Hong, Hae-Won Park

2026-07-15

Structured Reinforcement Learning for Bayesian Persuasion : Application to Intelligent Interactive Driving

Merlin Paul, Anup Aprem

2026-07-15

EFlow: Learning Evidence Flow for Long-Video Reasoning with Adaptive Reflection

Wenhao Zhang, Kuanwei Lin, Xuyi Yang, Wei Gao, Ge Li

2026-07-15

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling

Xixuan Hao, Yutian Jiang, Jiabo Liu, Yihang Yang, Guangyin Jin, Song Gao, Yuxuan Liang

2026-07-15

Flow-aware Optimal Navigation in Unsteady Flows through Reinforcement Learning

Andrea Maria Braghin, Nicolò Botteghi, Matteo Tomasetto, Andrea Manzoni, Gabriele Cazzulani

2026-07-15

NetForge RL: A Multi-Agent Simulation Environment for Cyber Defense with Durative Actions

Igor Jankowski

2026-07-15

ThinkBLOX: 3D Indoor Scene Generation with Progressive Reasoning

Yuan Xiao, Can Wang, Xiangyu Kong, Jing Liao

2026-07-15

LAPO: Leave-One-Turn Attribution for Self-Generated Process Rewards in Multi-Turn Search Reasoning

Qiang Zhu, Jiajun Wu

2026-07-15

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

language

An interactive enhanced driving dataset for autonomous driving

Haojie Feng, Xinrui Zhang, Mengjie Tian, Peizhi Zhang, Zhuoren Li, Junpeng Huang, Xiurong Wang, Junfan Zhu, Jianzhou Wang, Dongxiao Yin, Lu Xiong

2026-07-18

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

HELP: Human-Efficient Large-Scale Robot Post-Training with Rollout Segmentation

Shaopeng Zhai, Qi Zhang, Tianyi Zhang, Haoran Zhang, Fuxian Huang, Zhanhui Lin, Zijun Xu, Weinan Zhang

2026-07-15

Mask-Aware Policy Gradients for Diffusion Language Models

Haran Raajesh, Kulin Shah, Adam Klivans, Philipp Krähenbühl

2026-07-16

T^2MLR: Transformer with Temporal Middle-Layer Recurrence

Ziyang Cai, Xingyu Zhu, Yihe Dong, Yinghui He, Sanjeev Arora

2026-07-16

REDDIT: Correcting Model-Generated Timestamp Drift in ASR without Forgetting via Replay-Based Distribution Editing

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

2026-07-15

Deep Interaction: An Efficient Human-AI Interaction Method for Large Reasoning Models

Hefeng Zhou, Jinxuan Zhang, Jiong Lou, Yuxin Liu, Chaochao Lu, Jingjing Qu, Jie Li

2026-07-15

Can an Old Dog Be Taught New Tricks? Taking LLMs Beyond Sentence Level Translation

Alaina Brandt

2026-07-15

The Illusion of Robustness: Aggregate Accuracy Hides Prediction Flips under Task-Irrelevant Context

Yanzhe Zhang, Sanmi Koyejo, Diyi Yang

2026-07-15

When Vision Overrides Language: Evaluating and Mitigating Counterfactual Failures in VLAs

Yu Fang, Yuchun Feng, Dong Jing, Jiaqi Liu, Yue Yang, Zhenyu Wei, Daniel Szafir, Mingyu Ding

2026-07-15

Algorithmic Recourse of In-Context Learning for Tabular Data

Wenshuo Dong, Jiaming Zhang, Shaopeng Fu, Hongbin Lin, Di Wang, Lijie Hu

2026-07-15

Screening Is Effective for Visual Recognition

Shunya Shimomura, Kazuhiro Hotta

2026-07-15

Music-to-Dance Generation via Atomic Movements

Xinhao Cai, Yixuan Sun, Minghang Zheng, Qingchao Chen, Xin Jin, Song-chun Zhu, Yang Liu

2026-07-15

DeltaMerge-LowRes: Composing Language and Task Deltas for Low-Resource Adaptation

Son Ha Xuan, Xuan-Bach Le, Phat T. Tran-Truong

2026-07-15

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

Tapan Parikh

2026-07-27

Auditing Asset-Specific Preferences in Financial Large Language Models: Evidence from Bitcoin Representations and Portfolio Allocation

Wenbin Wu

2026-07-15

NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache

Donghyun Son, Euntae Choi, Sungjoo Yoo

2026-07-15

Learning to Learn-at-Test-Time: Language Agents with Learnable Adaptation Policies

Zhanzhi Lou, Hui Chen, Yibo Li, Qian Wang, Bryan Hooi

2026-07-15

SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning

Cheng Tang, Junzhi Ning, Min Cen, Wei Li, Xinyi Zeng, Pinxian Zeng, Rongbin Li, Qiming Zhu, Yuqiang Li, Junjun He, Yirong Chen, Ming Hu

2026-07-15

Advancing Multimodal Judge Models through a Capability-Oriented Benchmark and MCTS-Driven Data Generation

Zeyu Chen, Huanjin Yao, Ziwang Zhao, Min Yang

2026-07-15

Generative Compilation: On-the-Fly Compiler Feedback as AI Generates Code

Niels Mündler-Sasahara, Hristo Venev, Dawn Song, Martin Vechev, Jingxuan He

2026-07-15

How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design

Yuhan Wang, Chaoda Peng, Xingyu Wu, Sheng-Hao Wu, Zhi-Hui Zhan

2026-07-15

Inverse-LLaVA: Rethinking Multimodal Alignment via Text-to-Vision Mapping

Xuhui Zhan, Tyler Derr

2026-07-15

High-Order Question Generation in a Multilingual Educational Context

Suna-Şeyma Uçar, Itziar Aldabe, Nora Aranberri, Orphée De Clercq

2026-07-15

AIMO Interpretability Challenge

Michal Štefánik, Philipp Mondorf, Andreas Waldis, Qianying Liu, Chuan Yang, Michal Spiegel, Josef Kuchař, Marek Kadlčík, Adam Vawda-Oomerjee, Chaoran Liu, Simon Frieder, Barbara Plank, Fazl Barez, Pontus Stenetorp

2026-07-15

Fine-Grained Vision-Language Pretraining with Organ-Conditioned Pattern Tokens for CT Understanding

Guoliang You, Xiaomeng Chu

2026-07-15

Experience Memory Graph: One-Shot Error Correction for Agents

Wenjun Wang, Yuchen Fang, Fengrui Liu, Zibo Liang, Kai Zheng

2026-07-15

Unleashing Multimodal Large Language Models for Training-free HOI Detection in the Wild

Ting Lei, Jialin Liu, Zhu Xu, Yuxin Peng, Yang Liu

2026-07-15

Making Interpretable Discoveries from Unstructured Data: A High-Dimensional Multiple Hypothesis Testing Approach

Jacob Carlson