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

Zhide Zhong, Junfeng Li, Junjie He, Haodong Yan, Xin Gong, Guanyi Zhao, Yingjie Cai, Jiantao Gao, Xu Yan, Bingbing Liu, Yingcong Chen, Liuqing Yang, Haoang Li

2026-03-23

3D-Layout-R1: Structured Reasoning for Language-Instructed Spatial Editing

Haoyu Zhen, Xiaolong Li, Yilin Zhao, Han Zhang, Sifei Liu, Kaichun Mo, Chuang Gan, Subhashree Radhakrishnan

2026-03-23

The Dual Mechanisms of Spatial Reasoning in Vision-Language Models

Kelly Cui, Nikhil Prakash, Ayush Raina, David Bau, Antonio Torralba, Tamar Rott Shaham

2026-03-23

Scaling DoRA: High-Rank Adaptation via Factored Norms and Fused Kernels

Alexandra Zelenin, Alexandra Zhuravlyova

2026-03-23

Repurposing Geometric Foundation Models for Multi-view Diffusion

Wooseok Jang, Seonghu Jeon, Jisang Han, Jinhyeok Choi, Minkyung Kwon, Seungryong Kim, Saining Xie, Sainan Liu

2026-03-23

Decoupling Exploration and Policy Optimization: Uncertainty Guided Tree Search for Hard Exploration

Zakaria Mhammedi, James Cohan

2026-03-23

DUO-VSR: Dual-Stream Distillation for One-Step Video Super-Resolution

Zhengyao Lv, Menghan Xia, Xintao Wang, Kwan-Yee K. Wong

2026-03-23

GenOpticalFlow: A Generative Approach to Unsupervised Optical Flow Learning

Yixuan Luo, Feng Qiao, Zhexiao Xiong, Yanjing Li, Nathan Jacobs

2026-03-23

TiCo: Time-Controllable Training for Spoken Dialogue Models

Kai-Wei Chang, Wei-Chih Chen, En-Pei Hu, Hung-yi Lee, James Glass

2026-03-23

ELVIS: Enhance Low-Light for Video Instance Segmentation in the Dark

Joanne Lin, Ruirui Lin, Yini Li, David Bull, Nantheera Anantrasirichai

2026-03-23

The Price of Progress: Price Performance and the Future of AI

Hans Gundlach, Jayson Lynch, Matthias Mertens, Neil Thompson

2026-03-23

Greater accessibility can amplify discrimination in generative AI

Carolin Holtermann, Minh Duc Bui, Kaitlyn Zhou, Valentin Hofmann, Katharina von der Wense, Anne Lauscher

2026-03-23

Scalable Prompt Routing via Fine-Grained Latent Task Discovery

Yunyi Zhang, Soji Adeshina, Sheng Guan, Ashwin Ganesh, Zhen Han, Vassilis N. Ioannidis, Huzefa Rangwala, George Karypis

2026-03-23

Characterizing High-Capacity Janus Aminobenzene-Graphene Anode for Sodium-Ion Batteries with Machine Learning

Claudia Islas-Vargas, L. Ricardo Montoya, Carlos A. Vital-José, Oliver T. Unke, Klaus-Robert Müller, Huziel E. Sauceda

2026-03-23

Measuring Iterative Temporal Reasoning with Time Puzzles

Zhengxiang Wang, Zeyu Dong

2026-03-23

EgoGroups: A Benchmark For Detecting Social Groups of People in the Wild

Jeffri Murrugarra-Llerena, Pranav Chitale, Zicheng Liu, Kai Ao, Yujin Ham, Guha Balakrishnan, Paola Cascante-Bonilla

2026-03-23

Confidence-Based Decoding is Provably Efficient for Diffusion Language Models

Changxiao Cai, Gen Li

2026-03-23

MemDLM: Memory-Enhanced DLM Training

Zehua Pei, Hui-Ling Zhen, Weizhe Lin, Sinno Jialin Pan, Yunhe Wang, Mingxuan Yuan, Bei Yu

2026-03-23

ShapDBM: Exploring Decision Boundary Maps in Shapley Space

Luke Watkin, Daniel Archambault, Alex Telea

2026-03-23

One Model, Two Markets: Bid-Aware Generative Recommendation

Yanchen Jiang, Zhe Feng, Christopher P. Mah, Aranyak Mehta, Di Wang

2026-03-23

Riverine Land Cover Mapping through Semantic Segmentation of Multispectral Point Clouds

Sopitta Thurachen, Josef Taher, Matti Lehtomäki, Leena Matikainen, Linnea Blåfield, Mikel Calle Navarro, Antero Kukko, Tomi Westerlund, Harri Kaartinen

2026-03-23

Benchmarking Deep Learning Models for Aerial LiDAR Point Cloud Semantic Segmentation under Real Acquisition Conditions: A Case Study in Navarre

Alex Salvatierra, José Antonio Sanz, Christian Gutiérrez, Mikel Galar

2026-03-23

SpatialReward: Verifiable Spatial Reward Modeling for Fine-Grained Spatial Consistency in Text-to-Image Generation

Sashuai Zhou, Qiang Zhou, Junpeng Ma, Yue Cao, Ruofan Hu, Ziang Zhang, Xiaoda Yang, Zhibin Wang, Jun Song, Cheng Yu, Bo Zheng, Zhou Zhao

2026-03-23

VL-Nav: A Neuro-Symbolic Approach for Reasoning-based Vision-Language Navigation

Yi Du, Taimeng Fu, Zhipeng Zhao, Shaoshu Su, Zitong Zhan, Qiwei Du, Zhuoqun Chen, Bowen Li, Chen Wang

2026-03-23

Dyadic: A Scalable Platform for Human-Human and Human-AI Conversation Research

David M. Markowitz

2026-03-23

reinforcement learning

GeoSolver: Scaling Test-Time Reasoning in Remote Sensing with Fine-Grained Process Supervision

Lang Sun, Ronghao Fu, Zhuoran Duan, Haoran Liu, Xueyan Liu, Bo Yang

2026-03-10

Towards Unified Multimodal Interleaved Generation via Group Relative Policy Optimization

Ming Nie, Chunwei Wang, Jianhua Han, Hang Xu, Li Zhang

2026-03-10

Cooperative Game-Theoretic Credit Assignment for Multi-Agent Policy Gradients via the Core

Mengda Ji, Genjiu Xu, Keke Jia, Zekun Duan, Yong Qiu, Jianjun Ge, Mingqiang Li

2026-03-10

Continual uncertainty learning

Heisei Yonezawa, Ansei Yonezawa, Itsuro Kajiwara

2026-03-10

SlowBA: An efficiency backdoor attack towards VLM-based GUI agents

Junxian Li, Tu Lan, Haozhen Tan, Yan Meng, Haojin Zhu

2026-03-10

ADHint: Adaptive Hints with Difficulty Priors for Reinforcement Learning

Feng Zhang, Zezhong Tan, Xinhong Ma, Ziqiang Dong, Xi Leng, Jianfei Zhao, Xin Sun, Yang Yang

2026-03-10

Impact of Markov Decision Process Design on Sim-to-Real Reinforcement Learning

Tatjana Krau, Jorge Mandlmaier, Tobias Damm, Frieder Heieck

2026-03-10

SPAARS: Safer RL Policy Alignment through Abstract Exploration and Refined Exploitation of Action Space

Swaminathan S K, Aritra Hazra

2026-03-10

SATURN: SAT-based Reinforcement Learning to Unleash LLMs Reasoning

Huanyu Liu, Ge Li, Jia Li, Hao Zhu, Kechi Zhang, Yihong Dong

2026-03-10

Robust Regularized Policy Iteration under Transition Uncertainty

Hongqiang Lin, Zhenghui Fu, Weihao Tang, Pengfei Wang, Yiding Sun, Qixian Huang, Dongxu Zhang

2026-03-10

Reward-Zero: Language Embedding Driven Implicit Reward Mechanisms for Reinforcement Learning

Heng Zhang, Haddy Alchaer, Arash Ajoudani, Yu She

2026-03-10

Reinforcing Numerical Reasoning in LLMs for Tabular Prediction via Structural Priors

Pengxiang Cai, Zihao Gao, Wanchen Lian, Jintai Chen

2026-03-10

EgoCross: Benchmarking Multimodal Large Language Models for Cross-Domain Egocentric Video Question Answering

Yanjun Li, Yuqian Fu, Tianwen Qian, Qi'ao Xu, Silong Dai, Danda Pani Paudel, Luc Van Gool, Xiaoling Wang

2026-03-10

OddGridBench: Exposing the Lack of Fine-Grained Visual Discrepancy Sensitivity in Multimodal Large Language Models

Tengjin Weng, Wenhao Jiang, Jingyi Wang, Ming Li, Lin Ma, Zhong Ming

2026-03-10

Multi-Agent Reinforcement Learning with Communication-Constrained Priors

Guang Yang, Tianpei Yang, Jingwen Qiao, Yanqing Wu, Jing Huo, Xingguo Chen, Yang Gao

2026-03-10

Enhancing Heterogeneous Multi-Agent Cooperation in Decentralized MARL via GNN-driven Intrinsic Rewards

Jahir Sadik Monon, Deeparghya Dutta Barua, Md. Mosaddek Khan

2026-03-10

Social-R1: Towards Human-like Social Reasoning in LLMs

Jincenzi Wu, Yuxuan Lei, Jianxun Lian, Yitian Huang, Lexin Zhou, Haotian Li, Xing Xie, Helen Meng

2026-03-10

From Self-Evolving Synthetic Data to Verifiable-Reward RL: Post-Training Multi-turn Interactive Tool-Using Agents

Jiaxuan Gao, Jiaao Chen, Chuyi He, Shusheng Xu, Di Jin, Yi Wu

2026-03-10

Beyond Test-Time Training: Learning to Reason via Hardware-Efficient Optimal Control

Peihao Wang, Shan Yang, Xijun Wang, Tesi Xiao, Xin Liu, Changlong Yu, Yu Lou, Pan Li, Zhangyang Wang, Ming Lin, René Vidal

2026-03-10

Reinforcement Learning for Self-Improving Agent with Skill Library

Jiongxiao Wang, Qiaojing Yan, Yawei Wang, Yijun Tian, Soumya Smruti Mishra, Zhichao Xu, Megha Gandhi, Panpan Xu, Lin Lee Cheong

2026-03-10

Embodied Human Simulation for Quantitative Design and Analysis of Interactive Robotics

Chenhui Zuo, Jinhao Xu, Michael Qian Vergnolle, Yanan Sui

2026-03-10

Multimodal LLM-assisted Evolutionary Search for Programmatic Control Policies

Qinglong Hu, Xialiang Tong, Mingxuan Yuan, Fei Liu, Zhichao Lu, Qingfu Zhang

2026-03-10

Strategically Robust Multi-Agent Reinforcement Learning with Linear Function Approximation

Jake Gonzales, Max Horwitz, Eric Mazumdar, Lillian J. Ratliff

2026-03-10

Evaluate-as-Action: Self-Evaluated Process Rewards for Retrieval-Augmented Agents

Jiangming Shu, Yuxiang Zhang, Ye Ma, Xueyuan Lin, Jitao Sang

2026-03-10

Non-Rectangular Average-Reward Robust MDPs: Optimal Policies and Their Transient Values

Shengbo Wang, Nian Si

2026-03-10

RL-100: Performant Robotic Manipulation with Real-World Reinforcement Learning

Kun Lei, Huanyu Li, Dongjie Yu, Zhenyu Wei, Lingxiao Guo, Zhennan Jiang, Ziyu Wang, Shiyu Liang, Huazhe Xu

2026-03-10

RubiCap: Rubric-Guided Reinforcement Learning for Dense Image Captioning

Tzu-Heng Huang, Sirajul Salekin, Javier Movellan, Frederic Sala, Manjot Bilkhu

2026-03-10

GameVerse: Can Vision-Language Models Learn from Video-based Reflection?

Kuan Zhang, Dongchen Liu, Qiyue Zhao, Jinkun Hou, Xinran Zhang, Qinlei Xie, Miao Liu, Yiming Li

2026-03-10

Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards

Zhengzhao Ma, Xueru Wen, Boxi Cao, Yaojie Lu, Hongyu Lin, Jinglin Yang, Min He, Xianpei Han, Le Sun

2026-03-10

Latent Poincaré Shaping for Agentic Reinforcement Learning

Hanchen Xia, Baoyou Chen, Zelin Zang, Yutang Ge, Guojiang Zhao, Siyu Zhu

2026-03-11

language

Compatibility at a Cost: Systematic Discovery and Exploitation of MCP Clause-Compliance Vulnerabilities

Nanzi Yang, Weiheng Bai, Kangjie Lu

2026-03-10

On the Emotion Understanding of Synthesized Speech

Yuan Ge, Haishu Zhao, Aokai Hao, Junxiang Zhang, Bei Li, Xiaoqian Liu, Chenglong Wang, Jianjin Wang, Bingsen Zhou, Bingyu Liu, Jingbo Zhu, Zhengtao Yu, Tong Xiao

2026-03-17

Proper Body Landmark Subset Enables More Accurate and 5X Faster Recognition of Isolated Signs in LIBRAS

Daniele L. V. dos Santos, Thiago B. Pereira, Carlos Eduardo G. R. Alves, Richard J. M. G. Tello, Francisco de A. Boldt, Thiago M. Paixão

2026-03-10

Adversarial attacks against Modern Vision-Language Models

Alejandro Paredes La Torre

2026-03-17

On the mechanical creation of mathematical concepts

Asvin G

2026-03-10

MiniAppBench: Evaluating the Shift from Text to Interactive HTML Responses in LLM-Powered Assistants

Zuhao Zhang, Chengyue Yu, Yuante Li, Chenyi Zhuang, Linjian Mo, Shuai Li

2026-03-10

MM-tau-p$^2$: Persona-Adaptive Prompting for Robust Multi-Modal Agent Evaluation in Dual-Control Settings

Anupam Purwar, Aditya Choudhary

2026-03-10

PRECEPT: Planning Resilience via Experience, Context Engineering & Probing Trajectories A Unified Framework for Test-Time Adaptation with Compositional Rule Learning and Pareto-Guided Prompt Evolution

Arash Shahmansoori

2026-03-10

Tracking Cancer Through Text: Longitudinal Extraction From Radiology Reports Using Open-Source Large Language Models

Luc Builtjes, Alessa Hering

2026-03-10

X-GS: An Extensible Open Framework Unifying 3DGS Architectures with Downstream Multimodal Models

Yueen Ma, Irwin King

2026-03-10

Concept Drift Guided LayerNorm Tuning for Efficient Multimodal Metaphor Identification

Wenhao Qian, Zhenzhen Hu, Zijie Song, Jia Li

2026-03-10

Grounding Synthetic Data Generation With Vision and Language Models

Ümit Mert Çağlar, Alptekin Temizel

2026-03-10

Surgical Repair of Collapsed Attention Heads in ALiBi Transformers

Palmer Schallon

2026-03-10

Build, Borrow, or Just Fine-Tune? A Political Scientist's Guide to Choosing NLP Models

Shreyas Meher

2026-03-10

Understanding the Interplay between LLMs' Utilisation of Parametric and Contextual Knowledge: A keynote at ECIR 2025

Isabelle Augenstein

2026-03-10

Nonparametric Variational Differential Privacy via Embedding Parameter Clipping

Dina El Zein, Shashi Kumar, James Henderson

2026-03-10

SimpleQA Verified: A Reliable Factuality Benchmark to Measure Parametric Knowledge

Lukas Haas, Gal Yona, Giovanni D'Antonio, Sasha Goldshtein, Dipanjan Das

2026-03-10

More than the Sum: Panorama-Language Models for Adverse Omni-Scenes

Weijia Fan, Ruiping Liu, Jiale Wei, Yufan Chen, Junwei Zheng, Zichao Zeng, Jiaming Zhang, Qiufu Li, Linlin Shen, Rainer Stiefelhagen

2026-03-10

TaoSR1: The Thinking Model for E-commerce Relevance Search

Chenhe Dong, Shaowei Yao, Pengkun Jiao, Jianhui Yang, Yiming Jin, Zerui Huang, Xiaojiang Zhou, Dan Ou, Haihong Tang, Bo Zheng

2026-03-10

GeoAlignCLIP: Enhancing Fine-Grained Vision-Language Alignment in Remote Sensing via Multi-Granular Consistency Learning

Xiao Yang, Ronghao Fu, Zhuoran Duan, Zhiwen Lin, Xueyan Liu, Bo Yang

2026-03-10

LLM-Advisor: An LLM Benchmark for Cost-efficient Path Planning across Multiple Terrains

Ling Xiao, Toshihiko Yamasaki

2026-03-10

ALARM: Audio-Language Alignment for Reasoning Models

Petr Grinberg, Hassan Shahmohammadi

2026-03-10

GeoSolver: Scaling Test-Time Reasoning in Remote Sensing with Fine-Grained Process Supervision

Lang Sun, Ronghao Fu, Zhuoran Duan, Haoran Liu, Xueyan Liu, Bo Yang

2026-03-10

Towards Unified Multimodal Interleaved Generation via Group Relative Policy Optimization

Ming Nie, Chunwei Wang, Jianhua Han, Hang Xu, Li Zhang

2026-03-10

Enhancing Debunking Effectiveness through LLM-based Personality Adaptation

Pietro Dell'Oglio, Alessandro Bondielli, Francesco Marcelloni, Lucia C. Passaro

2026-03-10

CyberThreat-Eval: Can Large Language Models Automate Real-World Threat Research?

Xiangsen Chen, Xuan Feng, Shuo Chen, Matthieu Maitre, Sudipto Rakshit, Diana Duvieilh, Ashley Picone, Nan Tang

2026-03-10

VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft

Honghao Fu, Junlong Ren, Qi Chai, Deheng Ye, Yujun Cai, Hao Wang

2026-03-10

You Didn't Have to Say It like That: Subliminal Learning from Faithful Paraphrases

Isaia Gisler, Zhonghao He, Tianyi Qiu

2026-03-10

VLN-Cache: Enabling Token Caching for VLN Models with Visual/Semantic Dynamics Awareness

Zihao Zheng, Zhihao Mao, Xingyue Zhou, Jiayu Chen, Maoliang Li, Xinhao Sun, Hailong Zou, Zhaobo Zhang, Xuanzhe Liu, Donggang Cao, Hong Mei, Xiang Chen

2026-03-10

Robust Language Identification for Romansh Varieties

Charlotte Model, Sina Ahmadi, Jannis Vamvas

2026-03-16

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