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

Sushant Gautam, Finn Schwall, Annika Willoch Olstad, Fernando Vallecillos Ruiz, Birk Torpmann-Hagen, Sunniva Maria Stordal Bjørklund, Leon Moonen, Klas Pettersen, Michael A. Riegler

2026-05-07

AI Co-Mathematician: Accelerating Mathematicians with Agentic AI

Daniel Zheng, Ingrid von Glehn, Yori Zwols, Iuliya Beloshapka, Lars Buesing, Daniel M. Roy, Martin Wattenberg, Bogdan Georgiev, Tatiana Schmidt, Andrew Cowie, Fernanda Viegas, Dimitri Kanevsky, Vineet Kahlon, Hartmut Maennel, Sophia Alj, George Holland, Alex Davies, Pushmeet Kohli

2026-05-07

Beyond Negative Rollouts: Positive-Only Policy Optimization with Implicit Negative Gradients

Mingwei Xu, Hao Fang

2026-05-07

Superintelligent Retrieval Agent: The Next Frontier of Information Retrieval

Zeyu Yang, Qi Ma, Jason Chen, Anshumali Shrivastava

2026-05-07

Inductive Venn-Abers and related regressors

Ivan Petej, Vladimir Vovk

2026-05-07

Edge-specific signal propagation on mature chromophore-region 3D mechanism graphs for fluorescent protein quantum-yield prediction

Yuchen Xiong, Swee Keong Yeap, Steven Aw Yoong Kit

2026-05-07

StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction

Xiangyuan Xue, Yifan Zhou, Zidong Wang, Shengji Tang, Philip Torr, Wanli Ouyang, Lei Bai, Zhenfei Yin

2026-05-07

Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study

Hao Dong, Hongzhao Li, Shupan Li, Muhammad Haris Khan, Eleni Chatzi, Olga Fink

2026-05-07

Concept-Based Abductive and Contrastive Explanations for Behaviors of Vision Models

Ronaldo Canizales, Divya Gopinath, Corina Păsăreanu, Ravi Mangal

2026-05-07

GlazyBench: A Benchmark for Ceramic Glaze Property Prediction and Image Generation

Ziyu Zhai, Siyou Li, Juexi Shao, Juntao Yu

2026-05-07

Predictive and Prescriptive AI toward Optimizing Wildfire Suppression

Leonard Boussioux, Alexandre Jacquillat, Ryne Reger, Jacob Wachspress

2026-05-07

Recursive Agent Optimization

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

2026-05-07

Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key

Tianle Wang, Zhaoyang Wang, Guangchen Lan, Xinpeng Wei, Sipeng Zhang, Guanwen Qiu, Abulhair Saparov

2026-05-07

DPM++: Dynamic Masked Metric Learning for Occluded Person Re-identification

Lei Tan, Yingshi Luan, Pincong Zou, Pingyang Dai, Liujuan Cao

2026-05-07

Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents

Hailey Onweller, Elias Lumer, Austin Huber, Pia Ramchandani, Vamse Kumar Subbiah, Corey Feld

2026-05-07

On the optimization dynamics of RLVR: Gradient gap and step size thresholds

Joe Suk, Yaqi Duan

2026-05-07

Crafting Reversible SFT Behaviors in Large Language Models

Yuping Lin, Pengfei He, Yue Xing, Yingqian Cui, Jiayuan Ding, Subhabrata Mukherjee, Hui Liu, Zhen Xiang

2026-05-07

Hybrid Quantum-Classical GANs for the Generation of Adversarial Network Flows

Prateek Paudel, Nitin Jha, Abhishek Parakh, Mahadevan Subramaniam

2026-05-07

LiVeAction: a Lightweight, Versatile, and Asymmetric Neural Codec Design for Real-time Operation

Dan Jacobellis, Neeraja J. Yadwadkar

2026-05-07

Flexible Agent Alignment with Goal Inference from Open-Ended Dialog

Rachel Ma, Jingyi Qu, Andreea Bobu, Dylan Hadfield-Menell

2026-05-07

PianoCoRe: Combined and Refined Piano MIDI Dataset

Ilya Borovik

2026-05-07

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

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Meng Chu, Xuan Billy Zhang, Kevin Qinghong Lin, Lingdong Kong, Jize Zhang, Teng Tu, Weijian Ma, Ziqi Huang, Senqiao Yang, Wei Huang, Yeying Jin, Zhefan Rao, Jinhui Ye, Xinyu Lin, Xichen Zhang, Qisheng Hu, Shuai Yang, Leyang Shen, Wei Chow, Yifei Dong, Fengyi Wu, Quanyu Long, Bin Xia, Shaozuo Yu, Mingkang Zhu, Wenhu Zhang, Jiehui Huang, Haokun Gui, Haoxuan Che, Long Chen, Qifeng Chen, Wenxuan Zhang, Wenya Wang, Xiaojuan Qi, Yang Deng, Yanwei Li, Mike Zheng Shou, Zhi-Qi Cheng, See-Kiong Ng, Ziwei Liu, Philip Torr, Jiaya Jia

2026-04-24

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

Keshav Ramji, Tahira Naseem, Ramón Fernandez Astudillo

2026-04-24

Learning from Natural Language Feedback for Personalized Question Answering

Alireza Salemi, Hamed Zamani

2026-04-24

Adversarial Co-Evolution of Malware and Detection Models: A Bilevel Optimization Perspective

Olha Jurečková, Martin Jureček, Matouš Kozák, Róbert Lórencz

2026-04-24

Learning Evidence Highlighting for Frozen LLMs

Shaoang Li, Yanhang Shi, Yufei Li, Mingfu Liang, Xiaohan Wei, Yunchen Pu, Fei Tian, Chonglin Sun, Frank Shyu, Luke Simon, Sandeep Pandey, Xi Liu, Jian Li

2026-04-24

SOLAR-RL: Semi-Online Long-horizon Assignment Reinforcement Learning

Jichao Wang, Liuyang Bian, Yufeng Zhou, Han Xiao, Yue Pan, Guozhi Wang, Hao Wang, Zhaoxiong Wang, Yafei Wen, Xiaoxin Chen, Shuai Ren, Lingfang Zeng

2026-04-24

On the Properties of Feature Attribution for Supervised Contrastive Learning

Leonardo Arrighi, Julia Eva Belloni, Aurélie Gallet, Ivan Gentile, Matteo Lippi, Marco Zullich

2026-04-24

Self-Supervised Multisensory Pretraining for Contact-Rich Robot Reinforcement Learning

Rickmer Krohn, Vignesh Prasad, Gabriele Tiboni, Georgia Chalvatzaki

2026-04-24

UR$^2$: Unify RAG and Reasoning through Reinforcement Learning

Weitao Li, Boran Xiang, Xiaolong Wang, Zhinan Gou, Weizhi Ma, Yang Liu

2026-04-24

Distributional Off-Policy Evaluation with Deep Quantile Process Regression

Qi Kuang, Chao Wang, Yuling Jiao, Fan Zhou

2026-04-24

Beyond Chain-of-Thought: Rewrite as a Universal Interface for Generative Multimodal Embeddings

Peixi Wu, Ke Mei, Feipeng Ma, Bosong Chai, Zhibin Lan, Chenxi Zhao, Shannan Yan, Jie Chen, Zhangchi Hu, Yansong Peng, Bo Lin, Junjie Zhou, Dacheng Yin, Tianyi Wang, Fengyun Rao, Jing Lyu, Hebei Li, Xiaoyan Sun

2026-04-24

Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation

Jaskaran Singh Walia, Aarush Sinha, Naman Saraswat, Srinitish Srinivasan, Srihari Unnikrishnan

2026-04-24

Context-Sensitive Abstractions for Reinforcement Learning with Parameterized Actions

Rashmeet Kaur Nayyar, Naman Shah, Siddharth Srivastava

2026-04-24

Preserve Support, Not Correspondence: Dynamic Routing for Offline Reinforcement Learning

Zhancun Mu, Guangyu Zhao, Yiwu Zhong, Chi Zhang

2026-04-24

Behavioral Canaries: Auditing Private Retrieved Context Usage in RL Fine-Tuning

Chaoran Chen, Dayu Yuan, Peter Kairouz

2026-04-24

Report for NSF Workshop on AI for Electronic Design Automation

Deming Chen, Vijay Ganesh, Weikai Li, Yingyan Celine Lin, Yong Liu, Subhasish Mitra, David Z. Pan, Ruchir Puri, Jason Cong, Yizhou Sun

2026-04-24

CAP: Controllable Alignment Prompting for Unlearning in LLMs

Zhaokun Wang, Jinyu Guo, Jingwen Pu, Hongli Pu, Meng Yang, Xunlei Chen, Jie Ou, Wenyi Li, Guangchun Luo, Wenhong Tian

2026-04-24

ReCast: Recasting Learning Signals for Reinforcement Learning in Generative Recommendation

Peiyan Zhang, Hanmo Liu, Chengxuan Tong, Yuxia Wu, Wei Guo, Yong Liu

2026-04-24

Optimal sequential decision-making for error propagation mitigation in digital twins

Annice Najafi, Shokoufeh Mirzaei

2026-04-24

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

Reinforcement Learning with Markov Risk Measures and Multipattern Risk Approximation

Andrzej Ruszczynski, Tiangang Zhang

2026-05-01

language

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

Yadong Li, Guoxin Wu, Haiping Hou, Biye Li

2026-04-30

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

PL-MTEB: Polish Massive Text Embedding Benchmark

Rafał Poświata, Sławomir Dadas, Michał Perełkiewicz

2026-04-24

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

Mechanistic Interpretability of Antibody Language Models Using SAEs

Rebonto Haque, Oliver M. Turnbull, Anisha Parsan, Nithin Parsan, John J. Yang, Anna L. Beukenhorst, Charlotte M. Deane

2026-04-24

Representational Harms in LLM-Generated Narratives Against Global Majority Nationalities

Ilana Nguyen, Harini Suresh, Thema Monroe-White, Evan Shieh

2026-04-24

Neural Recovery of Historical Lexical Structure in Bantu Languages from Modern Data

Hillary Mutisya, John Mugane

2026-04-24

Zero-Shot Morphological Discovery in Low-Resource Bantu Languages via Cross-Lingual Transfer and Unsupervised Clustering

Hillary Mutisya, John Mugane

2026-04-24

Unlocking the Edge deployment and ondevice acceleration of multi-LoRA enabled one-for-all foundational LLM

Sravanth Kodavanti, Sowmya Vajrala, Srinivas Miriyala, Utsav Tiwari, Uttam Kumar, Utkarsh Kumar Mahawar, Achal Pratap Singh, Arya D, Narendra Mutyala, Vikram Nelvoy Rajendiran, Sharan Kumar Allur, Euntaik Lee, Dohyoung Kim, HyeonSu Lee, Gyusung Cho, JungBae Kim

2026-04-24

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

Keshav Ramji, Tahira Naseem, Ramón Fernandez Astudillo

2026-04-24

The Shape of Adversarial Influence: Characterizing LLM Latent Spaces with Persistent Homology

Aideen Fay, Inés García-Redondo, Qiquan Wang, Haim Dubossarsky, Anthea Monod

2026-04-24

BERAG: Bayesian Ensemble Retrieval-Augmented Generation for Knowledge-based Visual Question Answering

Jinghong Chen, Jingbiao Mei, Guangyu Yang, Bill Byrne

2026-04-24

Differentiable Filtering for Learning Hidden Markov Models

Reginald Zhiyan Chen, Heng-Sheng Chang, Prashant G. Mehta