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

Hot Tweets

Hot Papers

Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge

Yao Tang, Li Dong, Yaru Hao, Qingxiu Dong, Furu Wei, Jiatao Gu

2026-01-13

S3-CLIP: Video Super Resolution for Person-ReID

Tamas Endrei, Gyorgy Cserey

2026-01-13

LocalSearchBench: Benchmarking Agentic Search in Real-World Local Life Services

Hang He, Chuhuai Yue, Chengqi Dong, Mingxue Tian, Hao Chen, Zhenfeng Liu, Jiajun Chai, Xiaohan Wang, Yufei Zhang, Qun Liao, Guojun Yin, Wei Lin, Chengcheng Wan, Haiying Sun, Ting Su

2026-01-13

APEX-SWE

Abhi Kottamasu, Akul Datta, Aakash Barthwal, Chirag Mahapatra, Ajay Arun, Adarsh Hiremath, Brendan Foody, Bertie Vidgen

2026-01-13

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Qiguang Chen, Yantao Du, Ziniu Li, Jinhao Liu, Songyao Duan, Jiarui Guo, Minghao Liu, Jiaheng Liu, Tong Yang, Ge Zhang, Libo Qin, Wanxiang Che, Wenhao Huang

2026-01-13

Incentivizing Multi-Tenant Split Federated Learning for Foundation Models at the Network Edge

Songyuan Li, Jia Hu, Geyong Min, Haojun Huang

2026-01-13

Fast and explainable clustering in the Manhattan and Tanimoto distance

Stefan Güttel, Kaustubh Roy

2026-01-13

Pervasive Annotation Errors Break Text-to-SQL Benchmarks and Leaderboards

Tengjun Jin, Yoojin Choi, Yuxuan Zhu, Daniel Kang

2026-01-13

Asymptotic Universal Alignment: A New Alignment Framework via Test-Time Scaling

Yang Cai, Weiqiang Zheng

2026-01-13

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Zhiyuan Hu, Yucheng Wang, Yufei He, Jiaying Wu, Yilun Zhao, See-Kiong Ng, Cynthia Breazeal, Anh Tuan Luu, Hae Won Park, Bryan Hooi

2026-01-13

MDReID: Modality-Decoupled Learning for Any-to-Any Multi-Modal Object Re-Identification

Yingying Feng, Jie Li, Jie Hu, Yukang Zhang, Lei Tan, Jiayi Ji

2026-01-13

Adaptive Requesting in Decentralized Edge Networks via Non-Stationary Bandits

Yi Zhuang, Kun Yang, Xingran Chen

2026-01-13

M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding

Juntao Jiang, Jiangning Zhang, Yali Bi, Jinsheng Bai, Weixuan Liu, Weiwei Jin, Zhucun Xue, Yong Liu, Xiaobin Hu, Shuicheng Yan

2026-01-13

Inferring Latent Intentions: Attributional Natural Language Inference in LLM Agents

Xin Quan, Jiafeng Xiong, Marco Valentino, André Freitas

2026-01-13

Spatial Context Improves the Integration of Text with Remote Sensing for Mapping Environmental Variables

Valerie Zermatten, Chiara Vanalli, Gencer Sumbul, Diego Marcos, Devis Tuia

2026-01-13

A Single-Parameter Factor-Graph Image Prior

Tianyang Wang, Ender Konukoglu, Hans-Andrea Loeliger

2026-01-13

To Retrieve or To Think? An Agentic Approach for Context Evolution

Rubing Chen, Jian Wang, Wenjie Li, Xiao-Yong Wei, Qing Li

2026-01-13

TableCache: Primary Foreign Key Guided KV Cache Precomputation for Low Latency Text-to-SQL

Jinbo Su, Yuxuan Hu, Cuiping Li, Hong Chen, Jia Li, Lintao Ma, Jing Zhang

2026-01-13

GSAlign: Geometric and Semantic Alignment Network for Aerial-Ground Person Re-Identification

Qiao Li, Jie Li, Yukang Zhang, Lei Tan, Jing Chen, Jiayi Ji

2026-01-13

Spike-timing-dependent Hebbian learning as noisy gradient descent

Niklas Dexheimer, Sascha Gaudlitz, Johannes Schmidt-Hieber

2026-01-13

Model-Agnostic Solutions for Deep Reinforcement Learning in Non-Ergodic Contexts

Bert Verbruggen, Arne Vanhoyweghen, Vincent Ginis

2026-01-13

Kernel Learning for Regression via Quantum Annealing Based Spectral Sampling

Yasushi Hasegawa, Masayuki Ohzeki

2026-01-13

Soft Partition-based KAPI-ELM for Multi-Scale PDEs

Vikas Dwivedi, Monica Sigovan, Bruno Sixou

2026-01-13

Precision over Diversity: High-Precision Reward Generalizes to Robust Instruction Following

Yirong Zeng, Yufei Liu, Xiao Ding, Yutai Hou, Yuxian Wang, Haonan Song, Wu Ning, Dandan Tu, Qixun Zhang, Bibo Cai, Yuxiang He, Ting Liu

2026-01-13

Automated Lesion Segmentation of Stroke MRI Using nnU-Net: A Comprehensive External Validation Across Acute and Chronic Lesions

Tammar Truzman, Matthew A. Lambon Ralph, Ajay D. Halai

2026-01-13

RAGShaper: Eliciting Sophisticated Agentic RAG Skills via Automated Data Synthesis

Zhengwei Tao, Bo Li, Jialong Wu, Guochen Yan, Huanyao Zhang, Jiahao Xu, Haitao Mi, Wentao Zhang

2026-01-13

The Kernel Manifold: A Geometric Approach to Gaussian Process Model Selection

Md Shafiqul Islam, Shakti Prasad Padhy, Douglas Allaire, Raymundo Arróyave

2026-01-13

Auditing Student-AI Collaboration: A Case Study of Online Graduate CS Students

Nifu Dan

2026-01-13

Enabling Population-Based Architectures for Neural Combinatorial Optimization

Andoni Irazusta Garmendia, Josu Ceberio, Alexander Mendiburu

2026-01-13

A Vision for Multisensory Intelligence: Sensing, Science, and Synergy

Paul Pu Liang

2026-01-13

Fresh Papers

Beyond Expected Goals: A Probabilistic Framework for Shot Occurrences in Soccer

Jonathan Pipping-Gamón, Tianshu Feng, R. Paul Sabin

2026-01-26

ctELM: Decoding and Manipulating Embeddings of Clinical Trials with Embedding Language Models

Brian Ondov, Chia-Hsuan Chang, Yujia Zhou, Mauro Giuffrè, Hua Xu

2026-01-26

Reuse your FLOPs: Scaling RL on Hard Problems by Conditioning on Very Off-Policy Prefixes

Amrith Setlur, Zijian Wang, Andrew Cohen, Paria Rashidinejad, Sang Michael Xie

2026-01-26

MEGnifying Emotion: Sentiment Analysis from Annotated Brain Data

Brian Liu, Oiwi Parker Jones

2026-01-26

Subword-Based Comparative Linguistics across 242 Languages Using Wikipedia Glottosets

Iaroslav Chelombitko, Mika Hämäläinen, Aleksey Komissarov

2026-01-26

MortalMATH: Evaluating the Conflict Between Reasoning Objectives and Emergency Contexts

Etienne Lanzeray, Stephane Meilliez, Malo Ruelle, Damien Sileo

2026-01-26

Unsupervised Text Segmentation via Kernel Change-Point Detection on Sentence Embeddings

Mumin Jia, Jairo Diaz-Rodriguez

2026-01-26

Mathematical Foundations of Polyphonic Music Generation via Structural Inductive Bias

Joonwon Seo

2026-01-26

Design Techniques for LLM-Powered Interactive Storytelling: A Case Study of the Dramamancer System

Tiffany Wang, Yuqian Sun, Yi Wang, Melissa Roemmele, John Joon Young Chung, Max Kreminski

2026-01-26

Multi-Objective Reinforcement Learning for Efficient Tactical Decision Making for Trucks in Highway Traffic

Deepthi Pathare, Leo Laine, Morteza Haghir Chehreghani

2026-01-26

POPE: Learning to Reason on Hard Problems via Privileged On-Policy Exploration

Yuxiao Qu, Amrith Setlur, Virginia Smith, Ruslan Salakhutdinov, Aviral Kumar

2026-01-26

Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Shobhita Sundaram, John Quan, Ariel Kwiatkowski, Kartik Ahuja, Yann Ollivier, Julia Kempe

2026-01-26

PRECISE: Reducing the Bias of LLM Evaluations Using Prediction-Powered Ranking Estimation

Abhishek Divekar, Anirban Majumder

2026-01-26

DeltaDorsal: Enhancing Hand Pose Estimation with Dorsal Features in Egocentric Views

William Huang, Siyou Pei, Leyi Zou, Eric J. Gonzalez, Ishan Chatterjee, Yang Zhang

2026-01-26

Dep-Search: Learning Dependency-Aware Reasoning Traces with Persistent Memory

Yanming Liu, Xinyue Peng, Zixuan Yan, Yanxin Shen, Wenjie Xu, Yuefeng Huang, Xinyi Wang, Jiannan Cao, Jianwei Yin, Xuhong Zhang

2026-01-26

HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration

Liang Feng, Shikang Zheng, Jiacheng Liu, Yuqi Lin, Qinming Zhou, Peiliang Cai, Xinyu Wang, Junjie Chen, Chang Zou, Yue Ma, Linfeng Zhang

2026-01-26

Learning to Discover: A Generalized Framework for Raga Identification without Forgetting

Parampreet Singh, Somya Kumar, Chaitanya Shailendra Nitawe, Vipul Arora

2026-01-26

Consistent Kernel Change-Point Detection under m-Dependence for Text Segmentation

Jairo Diaz-Rodriguez, Mumin Jia

2026-01-26

Brain-Inspired Perspective on Configurations: Unsupervised Similarity and Early Cognition

Juntang Wang, Yihan Wang, Hao Wu, Dongmian Zou, Shixin Xu

2026-01-26

Space as Time Through Neuron Position Learning

Balázs Mészáros, James C. Knight, Danyal Akarca, Thomas Nowotny

2026-01-26

DGFusion: Depth-Guided Sensor Fusion for Robust Semantic Perception

Tim Broedermannn, Christos Sakaridis, Luigi Piccinelli, Wim Abbeloos, Luc Van Gool

2026-01-26

RocqStar: Leveraging Similarity-driven Retrieval and Agentic Systems for Rocq generation

Andrei Kozyrev, Nikita Khramov, Gleb Solovev, Anton Podkopaev

2026-01-26

Beyond Preferences: Learning Alignment Principles Grounded in Human Reasons and Values

Henry Bell, Lara Neubauer da Costa Schertel, Bochu Ding, Brandon Fain

2026-01-26

$α^3$-SecBench: A Large-Scale Evaluation Suite of Security, Resilience, and Trust for LLM-based UAV Agents over 6G Networks

Mohamed Amine Ferrag, Abderrahmane Lakas, Merouane Debbah

2026-01-26

VoxGuard: Evaluating User and Attribute Privacy in Speech via Membership Inference Attacks

Efthymios Tsaprazlis, Thanathai Lertpetchpun, Tiantian Feng, Sai Praneeth Karimireddy, Shrikanth Narayanan

2026-01-26

HalluGuard: Demystifying Data-Driven and Reasoning-Driven Hallucinations in LLMs

Xinyue Zeng, Junhong Lin, Yujun Yan, Feng Guo, Liang Shi, Jun Wu, Dawei Zhou

2026-01-26

Trust, Don't Trust, or Flip: Robust Preference-Based Reinforcement Learning with Multi-Expert Feedback

Seyed Amir Hosseini, Maryam Abdolali, Amirhosein Tavakkoli, Fardin Ayar, Ehsan Javanmardi, Manabu Tsukada, Mahdi Javanmardi

2026-01-26

CaTs and DAGs: Integrating Directed Acyclic Graphs with Transformers for Causally Constrained Predictions

Matthew J. Vowels, Mathieu Rochat, Sina Akbari

2026-01-26

Next Token Knowledge Tracing: Exploiting Pretrained LLM Representations to Decode Student Behaviour

Max Norris, Kobi Gal, Sahan Bulathwela

2026-01-26

When Swin Transformer Meets KANs: An Improved Transformer Architecture for Medical Image Segmentation

Nishchal Sapkota, Haoyan Shi, Yejia Zhang, Xianshi Ma, Bofang Zheng, Fabian Vazquez, Pengfei Gu, Danny Z. Chen

2026-01-26

reinforcement learning

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Zhiyuan Hu, Yucheng Wang, Yufei He, Jiaying Wu, Yilun Zhao, See-Kiong Ng, Cynthia Breazeal, Anh Tuan Luu, Hae Won Park, Bryan Hooi

2026-01-13

Hybrid Reward-Driven Reinforcement Learning for Efficient Quantum Circuit Synthesis

Sara Giordano, Kornikar Sen, Miguel A. Martin-Delgado

2026-01-13

TerraFormer: Automated Infrastructure-as-Code with LLMs Fine-Tuned via Policy-Guided Verifier Feedback

Prithwish Jana, Sam Davidson, Bhavana Bhasker, Andrey Kan, Anoop Deoras, Laurent Callot

2026-01-13

Model-Agnostic Solutions for Deep Reinforcement Learning in Non-Ergodic Contexts

Bert Verbruggen, Arne Vanhoyweghen, Vincent Ginis

2026-01-13

Precision over Diversity: High-Precision Reward Generalizes to Robust Instruction Following

Yirong Zeng, Yufei Liu, Xiao Ding, Yutai Hou, Yuxian Wang, Haonan Song, Wu Ning, Dandan Tu, Qixun Zhang, Bibo Cai, Yuxiang He, Ting Liu

2026-01-13

QuantEval: A Benchmark for Financial Quantitative Tasks in Large Language Models

Zhaolu Kang, Junhao Gong, Wenqing Hu, Shuo Yin, Kehan Jiang, Zhicheng Fang, Yingjie He, Chunlei Meng, Rong Fu, Dongyang Chen, Leqi Zheng, Eric Hanchen Jiang, Yunfei Feng, Yitong Leng, Junfan Zhu, Xiaoyou Chen, Xi Yang, Richeng Xuan

2026-01-13

MEMEWEAVER: Inter-Meme Graph Reasoning for Sexism and Misogyny Detection

Paolo Italiani, David Gimeno-Gomez, Luca Ragazzi, Gianluca Moro, Paolo Rosso

2026-01-13

PersonaDual: Balancing Personalization and Objectivity via Adaptive Reasoning

Xiaoyou Liu, Xinyi Mou, Shengbin Yue, Liang Wang, Yuqing Wang, Qiexiang Wang, Tianrui Qin, Wangchunshu Zhou, Zhongyu Wei

2026-01-13

VLingNav: Embodied Navigation with Adaptive Reasoning and Visual-Assisted Linguistic Memory

Shaoan Wang, Yuanfei Luo, Xingyu Chen, Aocheng Luo, Dongyue Li, Chang Liu, Sheng Chen, Yangang Zhang, Junzhi Yu

2026-01-13

From Classical to Quantum Reinforcement Learning and Its Applications in Quantum Control: A Beginner's Tutorial

Abhijit Sen, Sonali Panda, Mahima Arya, Subhajit Patra, Zizhan Zheng, Denys I. Bondar

2026-01-13

Alleviating Attention Hacking in Discriminative Reward Modeling through Interaction Distillation

Jianxiang Zang

2026-01-13

Provably Safe Reinforcement Learning using Entropy Regularizer

Abhijit Mazumdar, Rafal Wisniewski, Manuela L. Bujorianu

2026-01-13

TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards

Xiqiao Xiong, Ouxiang Li, Zhuo Liu, Moxin Li, Wentao Shi, Fengbin Zhu, Qifan Wang, Fuli Feng

2026-01-13

A Differential Perspective on Distributional Reinforcement Learning

Juan Sebastian Rojas, Chi-Guhn Lee

2026-01-13

VGC-Bench: Towards Mastering Diverse Team Strategies in Competitive Pokémon

Cameron Angliss, Jiaxun Cui, Jiaheng Hu, Arrasy Rahman, Peter Stone

2026-01-13

Your Group-Relative Advantage Is Biased

Fengkai Yang, Zherui Chen, Xiaohan Wang, Xiaodong Lu, Jiajun Chai, Guojun Yin, Wei Lin, Shuai Ma, Fuzhen Zhuang, Deqing Wang, Yaodong Yang, Jianxin Li, Yikun Ban

2026-01-13

AUV Trajectory Learning for Underwater Acoustic Energy Transfer and Age Minimization

Mohamed Afouene Melki, Mohammad Shehab, Mohamed-Slim Alouini

2026-01-13

JudgeRLVR: Judge First, Generate Second for Efficient Reasoning

Jiangshan Duo, Hanyu Li, Hailin Zhang, Yudong Wang, Sujian Li, Liang Zhao

2026-01-13

Incentivizing Cardiologist-Like Reasoning in MLLMs for Interpretable Echocardiographic Diagnosis

Yi Qin, Lehan Wang, Chenxu Zhao, Alex P. W. Lee, Xiaomeng Li

2026-01-13

Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management

Weitao Ma, Xiaocheng Feng, Lei Huang, Xiachong Feng, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Bing Qin

2026-01-13

Large Multimodal Models for Embodied Intelligent Driving: The Next Frontier in Self-Driving?

Long Zhang, Yuchen Xia

2026-01-13

RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation

Sunzhu Li, Jiale Zhao, Miteto Wei, Huimin Ren, Yang Zhou, Jingwen Yang, Shunyu Liu, Kaike Zhang, Wei Chen

2026-01-13

Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering

Nonghai Zhang, Weitao Ma, Zhanyu Ma, Jun Xu, Jiuchong Gao, Jinghua Hao, Renqing He, Jingwen Xu

2026-01-13

Owen-Shapley Policy Optimization (OSPO): A Principled RL Algorithm for Generative Search LLMs

Abhijnan Nath, Alireza Bagheri Garakani, Tianchen Zhou, Fan Yang, Nikhil Krishnaswamy

2026-01-13

Memory in the Age of AI Agents

Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan

2026-01-13

Safe Heterogeneous Multi-Agent RL with Communication Regularization for Coordinated Target Acquisition

Gabriele Calzolari, Vidya Sumathy, Christoforos Kanellakis, George Nikolakopoulos

2026-01-13

AtomMem : Learnable Dynamic Agentic Memory with Atomic Memory Operation

Yupeng Huo, Yaxi Lu, Zhong Zhang, Haotian Chen, Yankai Lin

2026-01-13

ORBIT: On-policy Exploration-Exploitation for Controllable Multi-Budget Reasoning

Kun Liang, Clive Bai, Xin Xu, Chenming Tang, Sanwoo Lee, Weijie Liu, Saiyong Yang, Yunfang Wu

2026-01-13

GTR-CoT: Graph Traversal as Visual Chain of Thought for Molecular Structure Recognition

Jingchao Wang, Yifan He, Haote Yang, Jiang Wu, Lingli Ge, Xingjian Wei, Yinfan Wang, Linye Li, Huijie Ao, Chengjin Liu, Bin Wang, Lijun Wu, Conghui He

2026-01-13

Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge

Yao Tang, Li Dong, Yaru Hao, Qingxiu Dong, Furu Wei, Jiatao Gu

2026-01-13

language

Advances and Innovations in the Multi-Agent Robotic System (MARS) Challenge

Li Kang, Heng Zhou, Xiufeng Song, Rui Li, Bruno N. Y. Chen, Ziye Wang, Ximeng Meng, Stone Tao, Yiran Qin, Xiaohong Liu, Ruimao Zhang, Lei Bai, Yilun Du, Hao Su, Philip Torr, Zhenfei Yin, Ruihao Gong, Yejun Zeng, Fengjun Zhong, Shenghao Jin, Jinyang Guo, Xianglong Liu, Xiaojun Jia, Tianqi Shan, Wenqi Ren, Simeng Qin, Jialing Yang, Xiaoyu Ma, Tianxing Chen, Zixuan Li, Zijian Cai, Yan Qin, Yusen Qin, Qiangyu Chen, Kaixuan Wang, Zhaoming Han, Yao Mu, Ping Luo, Yuanqi Yao, Haoming Song, Jan-Nico Zaech, Fabien Despinoy, Danda Pani Paudel, Luc Van Gool

2026-01-26

Language-Guided and Motion-Aware Gait Representation for Generalizable Recognition

Zhengxian Wu, Chuanrui Zhang, Shenao Jiang, Hangrui Xu, Zirui Liao, Luyuan Zhang, Huaqiu Li, Peng Jiao, Haoqian Wang

2026-01-23

Reasoning Matters for 3D Visual Grounding

Hsiang-Wei Huang, Kuang-Ming Chen, Wenhao Chai, Cheng-Yen Yang, Jen-Hao Cheng, Jenq-Neng Hwang

2026-01-13

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Qiguang Chen, Yantao Du, Ziniu Li, Jinhao Liu, Songyao Duan, Jiarui Guo, Minghao Liu, Jiaheng Liu, Tong Yang, Ge Zhang, Libo Qin, Wanxiang Che, Wenhao Huang

2026-01-13

SafePro: Evaluating the Safety of Professional-Level AI Agents

Kaiwen Zhou, Shreedhar Jangam, Ashwin Nagarajan, Tejas Polu, Suhas Oruganti, Chengzhi Liu, Ching-Chen Kuo, Yuting Zheng, Sravana Narayanaraju, Xin Eric Wang

2026-01-13

Uncovering Political Bias in Large Language Models using Parliamentary Voting Records

Jieying Chen, Karen de Jong, Andreas Poole, Jan Burakowski, Elena Elderson Nosti, Joep Windt, Chendi Wang

2026-01-13

STELP: Secure Transpilation and Execution of LLM-Generated Programs

Swapnil Shinde, Sahil Wadhwa, Andy Luo, Akshay Gupta, Mohammad Shahed Sorower

2026-01-13

PrivGemo: Privacy-Preserving Dual-Tower Graph Retrieval for Empowering LLM Reasoning with Memory Augmentation

Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Liming Zhu, Wenjie Zhang

2026-01-13

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Zhiyuan Hu, Yucheng Wang, Yufei He, Jiaying Wu, Yilun Zhao, See-Kiong Ng, Cynthia Breazeal, Anh Tuan Luu, Hae Won Park, Bryan Hooi

2026-01-13

M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding

Juntao Jiang, Jiangning Zhang, Yali Bi, Jinsheng Bai, Weixuan Liu, Weiwei Jin, Zhucun Xue, Yong Liu, Xiaobin Hu, Shuicheng Yan

2026-01-13

Inferring Latent Intentions: Attributional Natural Language Inference in LLM Agents

Xin Quan, Jiafeng Xiong, Marco Valentino, André Freitas

2026-01-13

Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions

Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Omobayode Fagbohungbe, Tianyi Chen

2026-01-13

MVGGT: Multimodal Visual Geometry Grounded Transformer for Multiview 3D Referring Expression Segmentation

Changli Wu, Haodong Wang, Jiayi Ji, Yutian Yao, Chunsai Du, Jihua Kang, Yanwei Fu, Liujuan Cao

2026-01-13

Spatial Context Improves the Integration of Text with Remote Sensing for Mapping Environmental Variables

Valerie Zermatten, Chiara Vanalli, Gencer Sumbul, Diego Marcos, Devis Tuia

2026-01-13

From Rows to Reasoning: A Retrieval-Augmented Multimodal Framework for Spreadsheet Understanding

Anmol Gulati, Sahil Sen, Waqar Sarguroh, Kevin Paul

2026-01-13

Asymptotic Universal Alignment: A New Alignment Framework via Test-Time Scaling

Yang Cai, Weiqiang Zheng

2026-01-13

TerraFormer: Automated Infrastructure-as-Code with LLMs Fine-Tuned via Policy-Guided Verifier Feedback

Prithwish Jana, Sam Davidson, Bhavana Bhasker, Andrey Kan, Anoop Deoras, Laurent Callot

2026-01-13

Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization

Yamato Arai, Yuma Ichikawa

2026-01-13

RAGShaper: Eliciting Sophisticated Agentic RAG Skills via Automated Data Synthesis

Zhengwei Tao, Bo Li, Jialong Wu, Guochen Yan, Huanyao Zhang, Jiahao Xu, Haitao Mi, Wentao Zhang

2026-01-13

The Kernel Manifold: A Geometric Approach to Gaussian Process Model Selection

Md Shafiqul Islam, Shakti Prasad Padhy, Douglas Allaire, Raymundo Arróyave

2026-01-13

Measuring and Fostering Peace through Machine Learning and Artificial Intelligence

P. Gilda, P. Dungarwal, A. Thongkham, E. T. Ajayi, S. Choudhary, T. M. Terol, C. Lam, J. P. Araujo, M. McFadyen-Mungalln, L. S. Liebovitch, P. T. Coleman, H. West, K. Sieck, S. Carter

2026-01-13

Nationality and Region Prediction from Names: A Comparative Study of Neural Models and Large Language Models

Keito Inoshita

2026-01-13

QuantEval: A Benchmark for Financial Quantitative Tasks in Large Language Models

2026-01-13

Geometry of Knowledge Allows Extending Diversity Boundaries of Large Language Models

Mateusz Bystroński, Doheon Han, Nitesh V. Chawla, Tomasz Kajdanowicz

2026-01-13

Advancing ESG Intelligence: An Expert-level Agent and Comprehensive Benchmark for Sustainable Finance

Yilei Zhao, Wentao Zhang, Xiao Lei, Yandan Zheng, Mengpu Liu, Wei Yang Bryan Lim

2026-01-13