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

Syed Md Mukit Rashid, Abdullah Al Ishtiaq, Kai Tu, Yilu Dong, Tianwei Wu, Ali Ranjbar, Tianchang Yang, Najrin Sultana, Shagufta Mehnaz, Syed Rafiul Hussain

2026-04-14

Boosting Visual Instruction Tuning with Self-Supervised Guidance

Sophia Sirko-Galouchenko, Monika Wysoczanska, Andrei Bursuc, Nicolas Thome, Spyros Gidaris

2026-04-14

See, Point, Refine: Multi-Turn Approach to GUI Grounding with Visual Feedback

Himangi Mittal, Gaurav Mittal, Nelson Daniel Troncoso, Yu Hu

2026-04-14

Toward Autonomous Long-Horizon Engineering for ML Research

Guoxin Chen, Jie Chen, Lei Chen, Jiale Zhao, Fanzhe Meng, Wayne Xin Zhao, Ruihua Song, Cheng Chen, Ji-Rong Wen, Kai Jia

2026-04-14

PAL: Personal Adaptive Learner

Megha Chakraborty, Darssan L. Eswaramoorthi, Madhur Thareja, Het Riteshkumar Shah, Finlay Palmer, Aryaman Bahl, Michelle A Ihetu, Amit Sheth

2026-04-14

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Yaxuan Li, Yuxin Zuo, Bingxiang He, Jinqian Zhang, Chaojun Xiao, Cheng Qian, Tianyu Yu, Huan-ang Gao, Wenkai Yang, Zhiyuan Liu, Ning Ding

2026-04-14

Accelerating Speculative Decoding with Block Diffusion Draft Trees

Liran Ringel, Yaniv Romano

2026-04-14

AniGen: Unified $S^3$ Fields for Animatable 3D Asset Generation

Yi-Hua Huang, Zi-Xin Zou, Yuting He, Chirui Chang, Cheng-Feng Pu, Ziyi Yang, Yuan-Chen Guo, Yan-Pei Cao, Xiaojuan Qi

2026-04-14

A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning

Tianyu Yang, Sihong Wu, Yilun Zhao, Zhenwen Liang, Lisen Dai, Chen Zhao, Minhao Cheng, Arman Cohan, Xiangliang Zhang

2026-04-14

SAM3-I: Segment Anything with Instructions

Jingjing Li, Yue Feng, Yuchen Guo, Jincai Huang, Wei Ji, Qi Bi, Yongri Piao, Miao Zhang, Xiaoqi Zhao, Qiang Chen, Shihao Zou, Huchuan Lu, Li Cheng

2026-04-14

PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models

Han Bao, Penghao Zhang, Yue Huang, Zhengqing Yuan, Yanchi Ru, Rui Su, Yujun Zhou, Xiangqi Wang, Kehan Guo, Nitesh V Chawla, Yanfang Ye, Xiangliang Zhang

2026-04-14

ReXSonoVQA: A Video QA Benchmark for Procedure-Centric Ultrasound Understanding

Xucheng Wang, Xiaoman Zhang, Sung Eun Kim, Ankit Pal, Pranav Rajpurkar

2026-04-14

Probabilistic Feature Imputation and Uncertainty-Aware Multimodal Federated Aggregation

Nafis Fuad Shahid, Maroof Ahmed, Md Akib Haider, Saidur Rahman Sagor, Aashnan Rahman, Md Azam Hossain

2026-04-14

AbdomenGen: Sequential Volume-Conditioned Diffusion Framework for Abdominal Anatomy Generation

Yubraj Bhandari, Lavsen Dahal, Paul Segars, Joseph Y. Lo

2026-04-14

Are Pretrained Image Matchers Good Enough for SAR-Optical Satellite Registration?

Isaac Corley, Alex Stoken, Gabriele Berton

2026-04-14

C-Mining: Unsupervised Discovery of Seeds for Cultural Data Synthesis via Geometric Misalignment

Pufan Zeng, Yilun Liu, Mingchen Dai, Mengyao Piao, Chunguang Zhao, Lingqi Miao, Shimin Tao, Weibin Meng, Minggui He, Chenxin Liu, Zhenzhen Qin, Li Zhang, Hongxia Ma, Boxing Chen, Daimeng Wei

2026-04-17

Fresh Papers

World-R1: Reinforcing 3D Constraints for Text-to-Video Generation

Weijie Wang, Xiaoxuan He, Youping Gu, Yifan Yang, Zeyu Zhang, Yefei He, Yanbo Ding, Xirui Hu, Donny Y. Chen, Zhiyuan He, Yuqing Yang, Bohan Zhuang

2026-04-27

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

Zhiheng Liu, Weiming Ren, Xiaoke Huang, Shoufa Chen, Tianhong Li, Mengzhao Chen, Yatai Ji, Sen He, Jonas Schult, Belinda Zeng, Tao Xiang, Wenhu Chen, Ping Luo, Luke Zettlemoyer, Yuren Cong

2026-04-27

OmniShotCut: Holistic Relational Shot Boundary Detection with Shot-Query Transformer

Boyang Wang, Guangyi Xu, Zhipeng Tang, Jiahui Zhang, Zezhou Cheng

2026-04-27

Symbolic recovery of PDEs from measurement data

Erion Morina, Philipp Scholl, Martin Holler

2026-04-27

Exact Structural Abstraction and Tractability Limits

Tristan Simas

2026-04-27

Personalized Worked Example Generation from Student Code Submissions using Pattern-based Knowledge Components

Griffin Pitts, Muntasir Hoq, Peter Brusilovsky, Narges Norouzi, Arto Hellas, Juho Leinonen, Bita Akram

2026-04-27

One Token Away from Collapse: The Fragility of Instruction-Tuned Helpfulness

Erfan Baghaei Potraghloo, Seyedarmin Azizi, Souvik Kundu, Massoud Pedram

2026-04-27

The Optimal Sample Complexity of Multiclass and List Learning

Chirag Pabbaraju

2026-04-27

Kolmogorov-Arnold Energy Models: Fast, Interpretable Generative Modeling

Prithvi Raj

2026-04-27

SIMPLER: H&E-Informed Representation Learning for Structured Illumination Microscopy

Abu Zahid Bin Aziz, Syed Fahim Ahmed, Gnanesh Rasineni, Mei Wang, Olcaytu Hatipoglu, Marisa Ricci, Malaiyah Shaw, Guang Li, J. Quincy Brown, Valerio Pascucci, Shireen Elhabian

2026-04-27

Scheduling Your LLM Reinforcement Learning with Reasoning Trees

Hong Wang, Zhezheng Hao, Jian Luo, Chenxing Wei, Yao Shu, Lei Liu, Qiang Lin, Hande Dong, Jiawei Chen

2026-04-27

Conflict-Aware Harmonized Rotational Gradient for Multiscale Kinetic Regimes

Zhangyong Liang

2026-04-27

Decoding the mechanisms of the Hattrick football manager game using Bayesian network structure learning

Anthony C. Constantinou, Nicholas Higgins, Neville K. Kitson

2026-04-27

Game-Time: Evaluating Temporal Dynamics in Spoken Language Models

Kai-Wei Chang, En-Pei Hu, Chun-Yi Kuan, Wenze Ren, Wei-Chih Chen, Guan-Ting Lin, Yu Tsao, Shao-Hua Sun, Hung-yi Lee, James Glass

2026-04-27

SQLyzr: A Comprehensive Benchmark and Evaluation Platform for Text-to-SQL

Sepideh Abedini, M. Tamer Özsu

2026-04-27

Learning to Think from Multiple Thinkers

Nirmit Joshi, Roey Magen, Nathan Srebro, Nikolaos Tsilivis, Gal Vardi

2026-04-27

Accelerating Eigenvalue Dataset Generation via Chebyshev Subspace Filter

Hong Wang, Jie Wang, Jian Luo, huanshuo dong, Yeqiu Chen, Runmin Jiang, Zhen huang

2026-04-27

OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Ziyi Wang, Yuxuan Lu, Wenbo Li, Amirali Amini, Bo Sun, Yakov Bart, Weimin Lyu, Jiri Gesi, Tian Wang, Jing Huang, Yu Su, Upol Ehsan, Malihe Alikhani, Toby Jia-Jun Li, Lydia Chilton, Dakuo Wang

2026-04-27

SpecRLBench: A Benchmark for Generalization in Specification-Guided Reinforcement Learning

Zijian Guo, İlker Işık, H. M. Sabbir Ahmad, Wenchao Li

2026-04-27

Faster by Design: Interactive Aerodynamics via Neural Surrogates Trained on Expert-Validated CFD

Nicholas Thumiger, Andrea Bartezzaghi, Mattia Rigotti, Cezary Skura, Thomas Frick, Elisa Serioli, Fabrizio Arbucci, A. Cristiano I. Malossi

2026-04-27

B-FIRE: Binning-Free Diffusion Implicit Neural Representation for Hyper-Accelerated Motion-Resolved MRI

Di Xu, Hengjie Liu, Yang Yang, Mary Feng, Jin Ning, Xin Miao, Jessica E. Scholey, Alexandra E. Hotca-cho, William C. Chen, Michael Ohliger, Martina Descovich, Huiming Dong, Wensha Yang, Ke Sheng

2026-04-27

TwinLiteNet+: An Enhanced Multi-Task Segmentation Model for Autonomous Driving

Quang-Huy Che, Duc-Tri Le, Minh-Quan Pham, Vinh-Tiep Nguyen, Duc-Khai Lam

2026-04-27

Explainable Artificial Intelligence Techniques for Interpretation of Food Models: a Review

Leonardo Arrighi, Ingrid Alves de Moraes, Marco Zullich, Michele Simonato, Douglas Fernandes Barbin, Sylvio Barbon Junior

2026-04-27

Sentiment and Emotion Classification of Indonesian E-Commerce Reviews via Multi-Task BiLSTM and AutoML Benchmarking

Hermawan Manurung, Ibrahim Al-Kahfi, Ahmad Rizqi, Martin Clinton Tosima Manullang

2026-04-27

DiffuSAM: Diffusion-Based Prompt-Free SAM2 for Few-Shot and Source-Free Medical Image Segmentation

Tal Grossman, Noa Cahan, Lev Ayzenberg, Hayit Greenspan

2026-04-27

Radial Load--Reserve Certificates for Wasserstein Propagation in Isotropic Diffusion Samplers

Zicheng Lyu, Zengfeng Huang

2026-04-27

WildLIFT: Lifting monocular drone video to 3D for species-agnostic wildlife monitoring

Vandita Shukla, Fabio Remondino, Blair Costelloe, Benjamin Risse

2026-04-27

CLIP-Guided Data Augmentation for Night-Time Image Dehazing

Xining Ge, Weijun Yuan, Gengjia Chang, Xuyang Li, Shuhong Liu

2026-04-27

Learning Under Moral Hazard with Instrumental Regression and Generalized Method of Moments

Shiliang Zuo

2026-04-27

Dual-Branch Remote Sensing Infrared Image Super-Resolution

Xining Ge, Gengjia Chang, Weijun Yuan, Zhan Li, Zhanglu Chen, Boyang Yao, Yihang Chen, Yifan Deng, Shuhong Liu

2026-04-27

reinforcement learning

High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning

Xinyu Huang, Yuhao Dong, Weiwei Tian, Bo Li, Rui Feng, Ziwei Liu

2026-04-20

Mean Flow Policy Optimization

Xiaoyi Dong, Xi Sheryl Zhang, Jian Cheng

2026-04-16

PAL: Personal Adaptive Learner

Megha Chakraborty, Darssan L. Eswaramoorthi, Madhur Thareja, Het Riteshkumar Shah, Finlay Palmer, Aryaman Bahl, Michelle A Ihetu, Amit Sheth

2026-04-14

KG-Hopper: Empowering Compact Open LLMs with Knowledge Graph Reasoning via Reinforcement Learning

Shuai Wang, Yinan Yu

2026-04-14

Synthetic POMDPs to Challenge Memory-Augmented RL: Memory Demand Structure Modeling

Yongyi Wang, Lingfeng Li, Bozhou Chen, Ang Li, Hanyu Liu, Qirui Zheng, Xionghui Yang, Wenxin Li

2026-04-14

Cycle-Consistent Search: Question Reconstructability as a Proxy Reward for Search Agent Training

Sohyun An, Shuibenyang Yuan, Hayeon Lee, Cho-Jui Hsieh, Alexander Min

2026-04-14

Perception-Aware Policy Optimization for Multimodal Reasoning

Zhenhailong Wang, Xuehang Guo, Sofia Stoica, Haiyang Xu, Hongru Wang, Hyeonjeong Ha, Xiusi Chen, Yangyi Chen, Ming Yan, Fei Huang, Heng Ji

2026-04-14

Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training

Yein Park, Minbyul Jeong, Jaewoo Kang

2026-04-14

FastGrasp: Learning-based Whole-body Control method for Fast Dexterous Grasping with Mobile Manipulators

Heng Tao, Yiming Zhong, Zemin Yang, Yuexin Ma

2026-04-14

No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning

Zhicong Li, Lingjie Jiang, Yulan Hu, Xingchen Zeng, Yixia Li, Xiangwen Zhang, Guanhua Chen, Zheng Pan, Xin Li, Yong Liu

2026-04-14

Free Random Projection for In-Context Reinforcement Learning

Tomohiro Hayase, Benoît Collins, Nakamasa Inoue

2026-04-14

A Two-Timescale Primal-Dual Framework for Reinforcement Learning via Online Dual Variable Guidance

Axel Friedrich Wolter, Tobias Sutter

2026-04-14

Replicable Reinforcement Learning with Linear Function Approximation

Eric Eaton, Marcel Hussing, Michael Kearns, Aaron Roth, Sikata Bela Sengupta, Jessica Sorrell

2026-04-14

Teaching LLMs Human-Like Editing of Inappropriate Argumentation via Reinforcement Learning

Timon Ziegenbein, Maja Stahl, Henning Wachsmuth

2026-04-14

Dreamer-CDP: Improving Reconstruction-free World Models Via Continuous Deterministic Representation Prediction

Michael Hauri, Friedemann Zenke

2026-04-14

Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following

Qingyu Ren, Qianyu He, Powei Chang, Jie Zeng, Zeye Sun, Fei Yu, Jiaqing Liang, Yanghua Xiao

2026-04-14

Reasoning about Intent for Ambiguous Requests

Irina Saparina, Mirella Lapata

2026-04-14

Hail to the Thief: Exploring Attacks and Defenses in Decentralised GRPO

Nikolay Blagoev, Oğuzhan Ersoy, Lydia Yiyu Chen

2026-04-14

A hierarchical spatial-aware algorithm with efficient reinforcement learning for human-robot task planning and allocation in production

Jintao Xue, Xiao Li, Nianmin Zhang

2026-04-14

Safe reinforcement learning with online filtering for fatigue-predictive human-robot task planning and allocation in production

Jintao Xue, Xiao Li, Nianmin Zhang

2026-04-14

PromptEcho: Annotation-Free Reward from Vision-Language Models for Text-to-Image Reinforcement Learning

Jinlong Liu, Wanggui He, Peng Zhang, Mushui Liu, Hao Jiang, Pipei Huang

2026-04-14

Contextual Multi-Task Reinforcement Learning for Autonomous Reef Monitoring

Melvin Laux, Yi-Ling Liu, Rina Alo, Sören Töpper, Mariela De Lucas Alvarez, Frank Kirchner, Rebecca Adam

2026-04-14

KnowRL: Boosting LLM Reasoning via Reinforcement Learning with Minimal-Sufficient Knowledge Guidance

Linhao Yu, Tianmeng Yang, Siyu Ding, Renren Jin, Naibin Gu, Xiangzhao Hao, Shuaiyi Nie, Deyi Xiong, Weichong Yin, Yu Sun, Hua Wu

2026-04-14

SOAR: Self-Correction for Optimal Alignment and Refinement in Diffusion Models

You Qin, Linqing Wang, Hao Fei, Roger Zimmermann, Liefeng Bo, Qinglin Lu, Chunyu Wang

2026-04-14

TempR1: Improving Temporal Understanding of MLLMs via Temporal-Aware Multi-Task Reinforcement Learning

Tao Wu, Li Yang, Gen Zhan, Yabin Zhang, Yiting Liao, Junlin Li, Deliang Fu, Li Zhang, Limin Wang

2026-04-14

Evolution-Inspired Sample Competition for Deep Neural Network Optimization

Ying Zheng, Yiyi Zhang, Yi Wang, Lap-Pui Chau

2026-04-14

Hybrid-AIRL: Enhancing Inverse Reinforcement Learning with Supervised Expert Guidance

Bram Silue, Santiago Amaya-Corredor, Patrick Mannion, Lander Willem, Pieter Libin

2026-04-14

Whole-Body Mobile Manipulation using Offline Reinforcement Learning on Sub-optimal Controllers

Snehal Jauhri, Vignesh Prasad, Georgia Chalvatzaki

2026-04-14

StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback

Jiho Park, Sieun Choi, Jaeyoon Seo, Jihie Kim

2026-04-14

A Comparative Study of Dynamic Programming and Reinforcement Learning in Finite Horizon Dynamic Pricing

Lev Razumovskiy, Nikolay Karenin

2026-04-15

language

AdaExplore: Failure-Driven Adaptation and Diversity-Preserving Search for Efficient Kernel Generation

Weihua Du, Jingming Zhuo, Yixin Dong, Andre Wang He, Weiwei Sun, Zeyu Zheng, Manupa Karunaratne, Ivan Fox, Tim Dettmers, Tianqi Chen, Yiming Yang, Sean Welleck

2026-04-17

TOL: Textual Localization with OpenStreetMap

Youqi Liao, Shuhao Kang, Jingyu Xu, Olaf Wysocki, Yan Xia, Jianping Li, Zhen Dong, Bisheng Yang, Xieyuanli Chen

2026-04-26

Searching Meta Reasoning Skeleton to Guide LLM Reasoning

Ziying Zhang, Yaqing Wang, Quanming Yao

2026-04-16

JFinTEB: Japanese Financial Text Embedding Benchmark

Masahiro Suzuki, Hiroki Sakaji

2026-04-17

BenGER: A Collaborative Web Platform for End-to-End Benchmarking of German Legal Tasks

Sebastian Nagl, Matthias Grabmair

2026-04-22

Learning Linear Regression with Low-Rank Tasks in-Context

Kaito Takanami, Takashi Takahashi, Yoshiyuki Kabashima

2026-04-23

Context Is What You Need: The Maximum Effective Context Window for Real World Limits of LLMs

Norman Paulsen

2026-04-23

PL-MTEB: Polish Massive Text Embedding Benchmark

Rafał Poświata, Sławomir Dadas, Michał Perełkiewicz

2026-04-24

LLMSniffer: Detecting LLM-Generated Code via GraphCodeBERT and Supervised Contrastive Learning

Mahir Labib Dihan, Abir Muhtasim

2026-04-17

Improving the Throughput of Diffusion-based Large Language Models via a Training-Free Confidence-Aware Calibration

Jucheng Shen, Gaurav Sarkar, Yeonju Ro, Sharath Nittur Sridhar, Zhangyang Wang, Aditya Akella, Souvik Kundu

2026-04-16

Automatic Combination of Sample Selection Strategies for Few-Shot Learning

Branislav Pecher, Ivan Srba, Maria Bielikova, Joaquin Vanschoren

2026-04-17

Speaker effects in language comprehension: An integrative model of language and speaker processing

Hanlin Wu, Zhenguang G. Cai

2026-04-14

Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss

Ronald Skorobogat, Ameya Prabhu, Matthias Bethge

2026-04-14

Representation geometry shapes task performance in vision-language modeling for CT enterography

Cristian Minoccheri, Emily Wittrup, Kayvan Najarian, Ryan Stidham

2026-04-14

LogicEval: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software

Syed Md Mukit Rashid, Abdullah Al Ishtiaq, Kai Tu, Yilu Dong, Tianwei Wu, Ali Ranjbar, Tianchang Yang, Najrin Sultana, Shagufta Mehnaz, Syed Rafiul Hussain

2026-04-14

Boosting Visual Instruction Tuning with Self-Supervised Guidance

Sophia Sirko-Galouchenko, Monika Wysoczanska, Andrei Bursuc, Nicolas Thome, Spyros Gidaris

2026-04-14

SceneCritic: A Symbolic Evaluator for 3D Indoor Scene Synthesis

Kathakoli Sengupta, Kai Ao, Paola Cascante-Bonilla

2026-04-14

See, Point, Refine: Multi-Turn Approach to GUI Grounding with Visual Feedback

Himangi Mittal, Gaurav Mittal, Nelson Daniel Troncoso, Yu Hu

2026-04-14

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Yaxuan Li, Yuxin Zuo, Bingxiang He, Jinqian Zhang, Chaojun Xiao, Cheng Qian, Tianyu Yu, Huan-ang Gao, Wenkai Yang, Zhiyuan Liu, Ning Ding

2026-04-14

Accelerating Speculative Decoding with Block Diffusion Draft Trees

Liran Ringel, Yaniv Romano

2026-04-14

KG-Hopper: Empowering Compact Open LLMs with Knowledge Graph Reasoning via Reinforcement Learning

Shuai Wang, Yinan Yu

2026-04-14

Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation

Yecheng Wu, Song Han, Hai Cai

2026-04-14

One Token Away from Collapse: The Fragility of Instruction-Tuned Helpfulness

Erfan Baghaei Potraghloo, Seyedarmin Azizi, Souvik Kundu, Massoud Pedram

2026-04-14

Discrete Flow Maps

Peter Potaptchik, Jason Yim, Adhi Saravanan, Peter Holderrieth, Eric Vanden-Eijnden, Michael S. Albergo

2026-04-14

Agentic Discovery with Active Hypothesis Exploration for Visual Recognition

Jaywon Koo, Jefferson Hernandez, Ruozhen He, Hanjie Chen, Chen Wei, Vicente Ordonez

2026-04-14

SAM3-I: Segment Anything with Instructions

Jingjing Li, Yue Feng, Yuchen Guo, Jincai Huang, Wei Ji, Qi Bi, Yongri Piao, Miao Zhang, Xiaoqi Zhao, Qiang Chen, Shihao Zou, Huchuan Lu, Li Cheng

2026-04-14

PolicyLLM: Towards Excellent Comprehension of Public Policy for Large Language Models

Han Bao, Penghao Zhang, Yue Huang, Zhengqing Yuan, Yanchi Ru, Rui Su, Yujun Zhou, Xiangqi Wang, Kehan Guo, Nitesh V Chawla, Yanfang Ye, Xiangliang Zhang

2026-04-14

ReXSonoVQA: A Video QA Benchmark for Procedure-Centric Ultrasound Understanding

Xucheng Wang, Xiaoman Zhang, Sung Eun Kim, Ankit Pal, Pranav Rajpurkar

2026-04-14

ROSE: An Intent-Centered Evaluation Metric for NL2SQL

Wenqi Pei, Shizheng Hou, Boyan Li, Han Chen, Zhichao Shi, Yuyu Luo

2026-04-14

C-Mining: Unsupervised Discovery of Seeds for Cultural Data Synthesis via Geometric Misalignment

Pufan Zeng, Yilun Liu, Mingchen Dai, Mengyao Piao, Chunguang Zhao, Lingqi Miao, Shimin Tao, Weibin Meng, Minggui He, Chenxin Liu, Zhenzhen Qin, Li Zhang, Hongxia Ma, Boxing Chen, Daimeng Wei

2026-04-17

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