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

Daniel Dauner, Valentin Charraut, Bastian Berle, Tianyu Li, Long Nguyen, Jiabao Wang, Changhui Jing, Maximilian Igl, Holger Caesar, Boris Ivanovic, Yiyi Liao, Andreas Geiger, Kashyap Chitta

2026-05-08

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Tong Zheng, Haolin Liu, Chengsong Huang, Huiwen Bao, Sheng Zhang, Rui Liu, Runpeng Dai, Ruibo Chen, Chenxi Liu, Tianyi Xiong, Xidong Wu, Hongming Zhang, Heng Huang

2026-05-08

Privately Estimating Black-Box Statistics

Günter F. Steinke, Thomas Steinke

2026-05-08

Normalizing Trajectory Models

Jiatao Gu, Tianrong Chen, Ying Shen, David Berthelot, Shuangfei Zhai, Josh Susskind

2026-05-08

Conformal Path Reasoning: Trustworthy Knowledge Graph Question Answering via Path-Level Calibration

Shuhang Lin, Chuhao Zhou, Xiao Lin, Zihan Dong, Kuan Lu, Zhencan Peng, Jie Yin, Dimitris N. Metaxas

2026-05-08

Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping

Maryam Maghsoudi, Shihab Shamma

2026-05-08

GRAPHLCP: Structure-Aware Localized Conformal Prediction on Graphs

Peyman Baghershahi, Fangxin Wang, Debmalya Mandal, Sourav Medya

2026-05-08

EmambaIR: Efficient Visual State Space Model for Event-guided Image Reconstruction

Wei Yu, Yunhang Qian

2026-05-08

A Note on Non-Negative $L_1$-Approximating Polynomials

Jane H. Lee, Anay Mehrotra, Manolis Zampetakis

2026-05-08

VecCISC: Improving Confidence-Informed Self-Consistency with Reasoning Trace Clustering and Candidate Answer Selection

James Petullo, Sonny George, Dylan Cashman, Nianwen Xue

2026-05-08

Surgical Visual Understanding (SurgVU) Dataset

Aneeq Zia, Max Berniker, Rogerio Nespolo, Xiaorui Zhang, Conor Perreault, Ziheng Wang, Benjamin Mueller, Ryan Schmidt, Kiran Bhattacharyya, Xi Liu, Anthony Jarc

2026-05-08

Empirical Bayes Rebiasing

Wanyi Ling, Sida Li, Junming Guan, Nikolaos Ignatiadis

2026-05-08

DReS: Dual Reconstruction Smoothing for Functional Regularization

Parsa Moradi, Tayyebeh Jahaninezhad, Hanzaleh Akbarinodehi, Mohammad Ali Maddah-Ali

2026-05-08

Proxy3D: Efficient 3D Representations for Vision-Language Models via Semantic Clustering and Alignment

Jerry Jiang, Haowen Sun, Denis Gudovskiy, Yohei Nakata, Tomoyuki Okuno, Kurt Keutzer, Wenzhao Zheng

2026-05-08

UNCOM: Zero-shot Context-Aware Command Understanding for Tabletop Scenarios

Antonio Galiza Cerdeira Gonzalez, Paweł Gajewski, Bipin Indurkhya

2026-05-08

Flow-OPD: On-Policy Distillation for Flow Matching Models

Zhen Fang, Wenxuan Huang, Yu Zeng, Yiming Zhao, Shuang Chen, Kaituo Feng, Yunlong Lin, Lin Chen, Zehui Chen, Shaosheng Cao, Feng Zhao

2026-05-08

Rubric-Grounded RL: Structured Judge Rewards for Generalizable Reasoning

Manish Bhattarai, Ismael Boureima, Nishath Rajiv Ranasinghe, Scott Pakin, Dan O'Malley

2026-05-08

The Memory Curse: How Expanded Recall Erodes Cooperative Intent in LLM Agents

Jiayuan Liu, Tianqin Li, Shiyi Du, Xin Luo, Haoxuan Zeng, Emanuel Tewolde, Tai Sing Lee, Tonghan Wang, Carl Kingsford, Vincent Conitzer

2026-05-08

6D Pose Estimation via Keypoint Heatmap Regression with RGB-D Residual Neural Networks

Ismail Aljosevic, Amir Masoud Almasi, Ana Parovic, Ashkan Shafiei

2026-05-08

Scaling Continual Learning to 300+ Tasks with Bi-Level Routing Mixture-of-Experts

Meng Lou, Yunxiang Fu, Yizhou Yu

2026-05-08

CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation

James Petullo, Nianwen Xue

2026-05-08

Towards Highly-Constrained Human Motion Generation with Retrieval-Guided Diffusion Noise Optimization

Hanchao Liu, Fang-Lue Zhang, Shining Zhang, Tai-Jiang Mu, Shi-Min Hu

2026-05-08

Reinforcement Learning for Exponential Utility: Algorithms and Convergence in Discounted MDPs

Gugan Thoppe, L. A. Prashanth, Ankur Naskar, Sanjay Bhat

2026-05-08

Goal-Conditioned Decision Transformer for Multi-Goal Offline Reinforcement Learning

Paweł Gajewski, Dominik Żurek, Marcin Pietroń, Kamil Faber

2026-05-08

Inferring Asteroseismic Parameters from Short Observations Using Deep Learning: Application to TESS and K2 Red Giants

Nipun Ghanghas, Siddharth Dhanpal, Shravan Hanasoge, Praneeth Netrapalli, Karthikeyan Shanmugam

2026-05-08

MoCoTalk: Multi-Conditional Diffusion with Adaptive Router for Controllable Talking Head Generation

Xinyan Ye, Jiankang Deng, Abbas Edalat

2026-05-08

Accurate and Efficient Statistical Testing for Word Semantic Breadth

Yo Ehara

2026-05-08

Synergistic Benefits of Joint Molecule Generation and Property Prediction

Adam Izdebski, Jan Olszewski, Pankhil Gawade, Krzysztof Koras, Serra Korkmaz, Valentin Rauscher, Jakub M. Tomczak, Ewa Szczurek

2026-05-08

Uncertainty-Aware Structured Data Extraction from Full CMR Reports via Distilled LLMs

Yi Yu, Parker Martin, Zhenyu Bu, Yixuan Liu, Yi-Yu Zheng, Orlando Simonetti, Yuchi Han, Yuan Xue

2026-05-08

Fast Byte Latent Transformer

Julie Kallini, Artidoro Pagnoni, Tomasz Limisiewicz, Gargi Ghosh, Luke Zettlemoyer, Christopher Potts, Xiaochuang Han, Srinivasan Iyer

2026-05-08

reinforcement learning

Recursive Agent Optimization

Apurva Gandhi, Satyaki Chakraborty, Xiangjun Wang, Aviral Kumar, Graham Neubig

2026-05-07

Hierarchical Support Vector State Partitioning for Distilling Black Box Reinforcement Learning Policies

Senne Deproost, Mehrdad Asadi, Ann Nowé

2026-05-05

PlatoLTL: Learning to Generalize Across Symbols in LTL Instructions for Multi-Task RL

Jacques Cloete, Mathias Jackermeier, Ioannis Havoutis, Alessandro Abate

2026-05-07

Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning

Leon Hamm, Zlatan Ajanovic

2026-05-07

Improving Vision-language Models with Perception-centric Process Reward Models

Yingqian Min, Kun Zhou, Yifan Li, Yuhuan Wu, Han Peng, Yifan Du, Wayne Xin Zhao, Min Yang, Ji-Rong Wen

2026-04-27

Hierarchical Behaviour Spaces

Michael Tryfan Matthews, Anssi Kanervisto, Jakob Foerster, Pierluca D'Oro, Scott Fujimoto, Mikael Henaff

2026-04-27

GradMAP: Gradient-Based Multi-Agent Proximal Learning for Grid-Edge Flexibility

Yihong Zhou, Hongtai Zeng, Thomas Morstyn

2026-04-27

A Reward-Free Viewpoint on Multi-Objective Reinforcement Learning

Ying-Tu Chen, Wei Hung, Bing-Shu Wu, Zhang-Wei Hong, Ping-Chun Hsieh

2026-04-27

Machine Learning for Network Attacks Classification and Statistical Evaluation of Adversarial Learning Methodologies for Synthetic Data Generation

Iakovos-Christos Zarkadis, Christos Douligeris

2026-04-27

An Automatic Ground Collision Avoidance System with Reinforcement Learning

Seyyid Osman Sevgili, Atahan Cilan, Mahir Demir, Özgün Can Yürütken, Ümit Can Bekar

2026-04-27

An Aircraft Upset Recovery System with Reinforcement Learning

Mahir Demir, Atahan Cilan, Seyyid Osman Sevgili, Özgün Can Yürütken, Ümit Can Bekar

2026-04-27

See Further, Think Deeper: Advancing VLM's Reasoning Ability with Low-level Visual Cues and Reflection

Zhiheng Wu, Tong Wang, Shuning Wang, Naiming Liu, Yumeng Zhang

2026-04-27

Perfecting Aircraft Maneuvers with Reinforcement Learning

Atahan Cilan, Mahir Demir, Özgün Can Yürütken, Seyyid Osman Sevgili, Ümit Can Bekar

2026-04-27

DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents

Junshuo Zhang, Chengrui Huang, Feng Guo, Zihan Li, Ke Shi, Menghua Jiang, Jiguo Yu, Shuo Shang, Shen Gao

2026-04-27

Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation

Rui Li, Ke Hao, Yuanzhi Liang, Haibin Huang, Chi Zhang, Yun Gu, XueLong Li

2026-04-27

Reinforcement Learning with Backtracking Feedback

Bilgehan Sel, Vaishakh Keshava, Phillip Wallis, Lukas Rutishauser, Ming Jin, Dingcheng Li

2026-04-27

Model-Free Inference of Investor Preferences: A Relative Entropy IRL Approach

Chen Xu

2026-04-27

RAS: a Reliability Oriented Metric for Automatic Speech Recognition

Wenbin Huang, Yuhang Qiu, Bohan Li, Yiwei Guo, Jing Peng, Hankun Wang, Xie Chen, Kai Yu

2026-04-27

BitRL: Reinforcement Learning with 1-bit Quantized Language Models for Resource-Constrained Edge Deployment

Md. Ashiq Ul Islam Sajid, Mohammad Sakib Mahmood, Md. Tareq Hasan, Md Abdur Rahim, Rafat Ara, Md. Arafat Hossain

2026-04-27

RL-Driven Sustainable Land-Use Allocation for the Lake Malawi Basin

Ying Yao

2026-04-27

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis

Zhisong Qiu, Shuofei Qiao, Kewei Xu, Yuqi Zhu, Lun Du, Ningyu Zhang, Huajun Chen

2026-04-27

Omni-o3: Deep Nested Omnimodal Deduction for Deliberative Audio-Visual Reasoning

Zhicheng Zhang, Wentao Gu, Weicheng Wang, Yongjie Zhu, Wenyu Qin, Meng Wang, Pengfei Wan, Jufeng Yang

2026-04-27

POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation

Yaohou Fan, Qingzhong Wang, Yongsong Huang, Junyi Liu, Tomo Miyazaki, Shinichiro Omachi

2026-04-27

Can Compact Language Models Search Like Agents? Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities

Rikuto Kotoge, Mai Nishimura, Jiaxin Ma

2026-04-27

Leveraging Human Feedback for Semantically-Relevant Skill Discovery

Maxence Hussonnois, Thommen George Karimpanal, Santu Rana

2026-04-27

An Analysis of the Coordination Gap between Joint and Modular Learning for Job Shop Scheduling with Transportation Resources

Moritz Link, Jonathan Hoss, Noah Klarmann

2026-04-27

IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning

Navya Gupta, Rishitej Reddy Vyalla, Avinash Anand, Chhavi Kirtani, Erik Cambria, Zhengchen Zhang, Zhengkui Wang, Timothy Liu, Aik Beng Ng, Simon See, Rajiv Ratn Shah

2026-04-27

Thinking Without Words: Efficient Latent Reasoning with Abstract Chain-of-Thought

Keshav Ramji, Tahira Naseem, Ramón Fernandez Astudillo

2026-04-27

AsyncShield: A Plug-and-Play Edge Adapter for Asynchronous Cloud-based VLA Navigation

Kai Yang, Zedong Chu, Yingnan Guo, Zhengbo Wang, Shichao Xie, Yanfen Shen, Xiaolong Wu, Xing Li, Mu Xu

2026-04-27

Reinforcement Learning with Markov Risk Measures and Multipattern Risk Approximation

Andrzej Ruszczynski, Tiangang Zhang

2026-05-01

language

TwinGate: Stateful Defense against Decompositional Jailbreaks in Untraceable Traffic via Asymmetric Contrastive Learning

Bowen Sun, Chaozhuo Li, Yaodong Yang, Yiwei Wang, Chaowei Xiao

2026-04-30

BlenderRAG: High-Fidelity 3D Object Generation via Retrieval-Augmented Code Synthesis

Massimo Rondelli, Francesco Pivi, Maurizio Gabbrielli

2026-05-01

BaldWhisper: Faster Whisper with Head Shearing and Layer Merging

Yaya Sy, Christophe Cerisara, Irina Illina

2026-05-01

A Multimodal Depth-Aware Method For Embodied Reference Understanding

Fevziye Irem Eyiokur, Dogucan Yaman, Hazım Kemal Ekenel, Alexander Waibel

2026-04-29

IACDM: Interactive Adversarial Convergence Development Methodology -- A Structured Framework for AI-Assisted Software Development

Jasmine Moreira

2026-04-30

Syntactically-guided Information Maintenance in Sentence Comprehension

Shinnosuke Isono, Kohei Kajikawa

2026-04-30

GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models

Zhiwen Ruan, Yichao Du, Jianjie Zheng, Longyue Wang, Yun Chen, Peng Li, Jinsong Su, Yang Liu, Guanhua Chen

2026-05-02

Sparse Memory Finetuning as a Low-Forgetting Alternative to LoRA and Full Finetuning

Prakhar Gupta, Garv Shah, Satyam Goyal, Anirudh Kanchi

2026-05-04

Uncovering Cross-Objective Interference in Multi-Objective Alignment

Yining Lu, Meng Jiang

2026-05-06

Detecting Hallucinations in Large Language Models via Internal Attention Divergence Signals

Gijs van Dijk

2026-05-06

NSL-MT: Linguistically Informed Negative Samples for Efficient Machine Translation in Low-Resource Languages

Mamadou K. Keita, Christopher Homan, Huy Le

2026-05-05

Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning

Leon Hamm, Zlatan Ajanovic

2026-05-07

AgentWard: A Lifecycle Security Architecture for Autonomous AI Agents

Yixiang Zhang, Xinhao Deng, Jiaqing Wu, Yue Xiao, Ke Xu, Qi Li

2026-04-27

DepthKV: Layer-Dependent KV Cache Pruning for Long-Context LLM Inference

Zahra Dehghanighobadi, Asja Fischer

2026-04-27

K-MetBench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in Meteorology

Soyeon Kim, Cheongwoong Kang, Myeongjin Lee, Eun-Chul Chang, Jaedeok Lee, Jaesik Choi

2026-04-27

Analyzing Chain of Thought (CoT) Approaches in Control Flow Code Deobfuscation Tasks

Seyedreza Mohseni, Sarvesh Baskar, Edward Raff, Manas Gaur

2026-04-27

Probing CLIP's Comprehension of 360-Degree Textual and Visual Semantics

Hai Wang, Xiaochen Yang, Mingzhi Dong, Jing-Hao Xue

2026-04-27

Less Is More: Engineering Challenges of On-Device Small Language Model Integration in a Mobile Application

William Oliveira

2026-04-27

XGRAG: A Graph-Native Framework for Explaining KG-based Retrieval-Augmented Generation

Zhuoling Li, Ha Linh Hong Tran Nguyen, Valeria Bladinieres, Maxim Romanovsky

2026-04-27

CF-VLA: Efficient Coarse-to-Fine Action Generation for Vision-Language-Action Policies

Fan Du, Feng Yan, Jianxiong Wu, Xinrun Xu, Weiye Zhang, Weinong Wang, Yu Guo, Bin Qian, Zhihai He

2026-04-27

Looking for the Bottleneck in Fine-grained Temporal Relation Classification

Hugo Sousa, Ricardo Campos, Alípio Jorge

2026-04-27

NeSyCat: A Monad-Based Categorical Semantics of the Neurosymbolic ULLER Framework

Daniel Romero Schellhorn, Till Mossakowski

2026-04-27

AutoGUI-v2: A Comprehensive Multi-Modal GUI Functionality Understanding Benchmark

Hongxin Li, Xiping Wang, Jingran Su, Zheng Ju, Yuntao Chen, Qing Li, Zhaoxiang Zhang

2026-04-27

Evaluation of Pose Estimation Systems for Sign Language Translation

Catherine O'Brien, Gerard Sant, Mathias Müller, Sarah Ebling

2026-04-27

Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models

Yuxing Tian, Fengran Mo, Zhiqi Huang, Weixu Zhang, Jian-Yun Nie

2026-04-27

Majorization-Guided Test-Time Adaptation for Vision-Language Models under Modality-Specific Shift

Lixian Chen, Mingxuan Huang, Yanhui Chen, Junyi Lin, Yang Shi

2026-04-27

Skill Retrieval Augmentation for Agentic AI

Weihang Su, Jianming Long, Qingyao Ai, Yichen Tang, Changyue Wang, Yiteng Tu, Yiqun Liu

2026-04-27

CUB: Benchmarking Context Utilisation Techniques for Language Models

Lovisa Hagström, Youna Kim, Haeun Yu, Sang-goo Lee, Richard Johansson, Hyunsoo Cho, Isabelle Augenstein

2026-04-27

How to measure the optimality of word or gesture order with respect to the principle of swap distance minimization

Ramon Ferrer-i-Cancho

2026-04-27

UAF: A Unified Audio Front-end LLM for Full-Duplex Speech Interaction

Yadong Li, Guoxin Wu, Haiping Hou, Biye Li

2026-04-30

Hot Tweets

Hot Papers

Fresh Papers

reinforcement learning

language

preview: