Isolater - Feed

Ax Huyen T. T. Tran, Van-Quang Nguyen, Farros Alferro, Kang-Jun Liu, Takayuki Okatani 3/18/2026

360{\deg} Image Perception with MLLMs: A Comprehensive Benchmark and a Training-Free Method

Benchmark and method for evaluating 360° image perception in multimodal LLMs, addressing geometric distortion and spatial reasoning challenges.

Ax Camille Jimenez Cortes, Philippe Lalanda, German Vega 3/18/2026

Sample-Efficient Adaptation of Drug-Response Models to Patient Tumors under Strong Biological Domain Shift

Domain adaptation method for sample-efficient transfer of drug-response prediction models from cell lines to patient tumors.

Ax Kuan-Tang Huang, Chien-Chun Wang, Cheng-Yeh Yang, Hung-Shin Lee, Hsin-Min Wang, Berlin Chen 3/18/2026

Robust Generative Audio Quality Assessment: Disentangling Quality from Spurious Correlations

Domain adversarial training approach for robust AI-generated audio quality assessment without spurious correlations.

Ax Yang Ni, Fanli Jia 3/18/2026

A Scoping Review of AI-Driven Digital Interventions in Mental Health Care: Mapping Applications Across Screening, Support, Monitoring, Prevention, and Clinical Education

Scoping review of AI-driven digital mental health interventions including GenAI and HCAI across screening, support, and monitoring.

Ax Gengxin Sun, Ruihao Yu, Liangyi Yin, Yunqi Yang, Bin Zhang, Zhiwei Xu 3/18/2026

CoMAI: A Collaborative Multi-Agent Framework for Robust and Equitable Interview Evaluation

CoMAI multi-agent framework with task decomposition for robust and fair interview evaluation using coordinated LLM agents.

Ax Juhani Merilehto 3/18/2026

Generative AI for Quantum Circuits and Quantum Code: A Technical Review and Taxonomy

Technical review and taxonomy of 13 generative systems for quantum circuit and quantum code generation including agentic approaches.

Ax Zeqiang Wei, Kai Jin, Kuan Song, Xiuzhuang Zhou, Wenlong Chen, Min Xu 3/18/2026

RASLF: Representation-Aware State Space Model for Light Field Super-Resolution

State space model framework for light field super-resolution using multiple LF representations.

Ax Jaechang Kim, Yotaro Shimose, Zhao Wang, Kuang-Da Wang, Jungseul Ok, Shingo Takamatsu 3/18/2026

Visual Prompt Discovery via Semantic Exploration

Visual prompt discovery method to diagnose and mitigate LVLM perception failures through semantic exploration.

Ax Junxin Wang, Dai Guan, Weijie Qiu, Zhihang Li, Yongbo Gai, Zhengyi Yang, Mengyu Zhou, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang 3/18/2026

Grounding the Score: Explicit Visual Premise Verification for Reliable Vision-Language Process Reward Models

Vision-language process reward models with explicit visual premise verification for reliable step scoring in reasoning.

Ax Hongwei Lin, Xun Huang, Chenglu Wen, Cheng Wang 3/18/2026

AW-MoE: All-Weather Mixture of Experts for Robust Multi-Modal 3D Object Detection

Mixture of Experts framework for robust 3D object detection in autonomous driving under adverse weather conditions.

Ax Yuan Tian, Yi Mei, Mengjie Zhang 3/18/2026

Surrogate-Assisted Genetic Programming with Rank-Based Phenotypic Characterisation for Dynamic Multi-Mode Project Scheduling

Genetic programming with surrogate models for dynamic multi-mode project scheduling with simulation-based optimization.

Ax Zhengbo Zhang, Jinbo Su, Zhaowen Zhou, Changtao Miao, Yuhan Hong, Qimeng Wu, Yumeng Liu, Feier Wu, Yihe Tian, Yuhao Liang, Zitong Shan, Wanke Xia, Yi-Fan Zhang, Bo Zhang, Zhe Li, Shiming Xiang, Ying Yan 3/18/2026

VisBrowse-Bench: Benchmarking Visual-Native Search for Multimodal Browsing Agents

VisBrowse-Bench benchmark for evaluating visual-native search in multimodal browsing agents using MLLMs.

Ax Ke Yang, Bolin Chen, Yuejie Li, Yueying Hua, Jianhao Nie, Yueping He, Bowen Li, Chengjun Mao 3/18/2026

Attention-guided Evidence Grounding for Spoken Question Answering

End-to-end framework using Speech LLMs for spoken question answering with attention-guided evidence grounding.

Ax Marcos Galdino, Johanna Grahl, Tobias Hamann, Anas Abdelrazeq, Ingrid Isenhardt 3/18/2026

A Human-Centred Architecture for Large Language Models-Cognitive Assistants in Manufacturing within Quality Management Systems

Human-centered architecture for integrating LLM-based cognitive assistants into manufacturing quality management systems.

Ax Ann Rachel, Pranav M Pawar, Mithun Mukharjee, Raja M, Tojo Mathew 3/18/2026

An Interpretable Machine Learning Framework for Non-Small Cell Lung Cancer Drug Response Analysis

Interpretable ML framework for predicting non-small cell lung cancer drug response using patient genetic data.

Ax Isha Andrade, Shalaka S Mahadik, Mithun Mukherjee, Pranav M Pawar, Raja Muthalagu 3/18/2026

Detecting Sentiment Steering Attacks on RAG-enabled Large Language Models

Security research on sentiment steering attacks targeting RAG-enabled large language models and LLM robustness.

Ax S. Yatawatta, A. Ahmadi, B. Asabere, M. Iacobelli, N. Peters, M. Veldhuis 3/18/2026

Explainable machine learning workflows for radio astronomical data processing

Machine learning pipelines for radio astronomy data processing with explainability focus on automating configuration.

Ax Joao Manoel Herrera Pinheiro, Gabriela Do Nascimento Herrera, Alvaro Doria Dos Santos, Luciana Bueno Dos Reis Fernandes, Ricardo V. Godoy, Eduardo A. B. Almeida, Helena Carolina Onody, Marcelo Andrade Da Costa Vieira, Angelica Maria Penteado-Dias, Marcelo Becker 3/18/2026

Automated identification of Ichneumonoidea wasps via YOLO-based deep learning: Integrating HiresCam for Explainable AI

YOLO-based deep learning for automated wasp identification with explainable AI integration for taxonomic classification.

Ax Sergio Barrachina-Mu\~noz, Marc Carrascosa-Zamacois, Horacio Bleda, Umair Riaz, Yasir Maqsood, Xavier Calle, Selva V\'ia, Miquel Payar\'o, Josep Mangues-Bafalluy 3/18/2026

Toward Experimentation-as-a-Service in 5G/6G: The Plaza6G Prototype for AI-Assisted Trials

Plaza6G platform for experimental trials in 5G/6G networks with AI-assisted orchestration of cloud and wireless resources.

Ax Ruizhi Wang, Weihan Li, Zunlei Feng, Haofei Zhang, Mingli Song, Jiayu Wang, Jie Song, Li Sun 3/18/2026

$D^3$-RSMDE: 40$\times$ Faster and High-Fidelity Remote Sensing Monocular Depth Estimation

Remote sensing monocular depth estimation using Vision Transformers and diffusion models for real-time processing.

Ax Yong Il Choi 3/18/2026

DynamicGate MLP Conditional Computation via Learned Structural Dropout and Input Dependent Gating for Functional Plasticity

DynamicGate MLP conditional computation framework using learned structural dropout and input-dependent gating for efficiency.

Ax Andrea Moleri, Christian Intern\`o, Ali Raza, Markus Olhofer, David Klindt, Fabio Stella, Barbara Hammer 3/18/2026

FederatedFactory: Generative One-Shot Learning for Extremely Non-IID Distributed Scenarios

FederatedFactory zero-dependency framework for federated learning in non-IID scenarios using generative one-shot learning.

Ax Debdas Paul, Elisa Ferrari, Irene Gravili, Alessandro Cellerino 3/18/2026

Age Predictors Through the Lens of Generalization, Bias Mitigation, and Interpretability: Reflections on Causal Implications

Age prediction models analyzed for out-of-distribution generalization, bias mitigation, and interpretability with causal implications.

Ax Jishen Peng, Enze Jiang, Zheng Ma, Xiongbin Yan 3/18/2026

Robust Physics-Guided Diffusion for Full-Waveform Inversion

Physics-guided diffusion framework for full-waveform inversion combining score-based generative models with wave-equation simulations.

Ax FANAR TEAM, Ummar Abbas, Mohammad Shahmeer Ahmad, Minhaj Ahmad, Abdulaziz Al-Homaid, Anas Al-Nuaimi, Enes Altinisik, Ehsaneddin Asgari, Sanjay Chawla, Shammur Chowdhury, Fahim Dalvi, Kareem Darwish, Nadir Durrani, Mohamed Elfeky, Ahmed Elmagarmid, Mohamed Eltabakh, Asim Ersoy, Masoomali Fatehkia, Mohammed Qusay Hashim, Majd Hawasly, Mohamed Hefeeda, Mus'ab Husaini, Keivin Isufaj, Soon-Gyo Jung, Houssam Lachemat, Ji Kim Lucas, Abubakr Mohamed, Tasnim Mohiuddin, Basel Mousi, Hamdy Mubarak, Ahmad Musleh, Mourad Ouzzani, Amin Sadeghi, Husrev Taha Sencar, Mohammed Shinoy, Omar Sinan, Yifan Zhang 3/18/2026

Fanar 2.0: Arabic Generative AI Stack

Fanar 2.0 Arabic generative AI platform built on 256 H100 GPUs at QCRI with sovereign infrastructure and data pipelines.

Ax Finnur \'Ag\'ust Ingimundarson, Steinunn Rut Fri{\dh}riksd\'ottir, Bjarki \'Armannsson, Iris Edda Nowenstein, Stein{\th}\'or Steingr\'imsson 3/18/2026

Who Benchmarks the Benchmarks? A Case Study of LLM Evaluation in Icelandic

Study identifying flaws in LLM benchmarks for Icelandic, highlighting issues with synthetic and machine-translated evaluation data.

Ax Abhinav Thorat, Ravi Kolla, Jyotin Goel, Niranjan Pedanekar 3/18/2026

PlotTwist: A Creative Plot Generation Framework with Small Language Models

PlotTwist creative plot generation framework using small language models with specialized training for narrative coherence.

Ax Hong Jeong 3/18/2026

Trained Persistent Memory for Frozen Encoder--Decoder LLMs: Six Architectural Methods

Method for adding persistent memory to frozen encoder-decoder LLMs via trainable adapters in continuous latent space.

Ax Zhenghua Bao, Yi Shi 3/18/2026

IndexRAG: Bridging Facts for Cross-Document Reasoning at Index Time

IndexRAG approach for multi-hop question answering that performs cross-document reasoning at indexing time using bridge entities.

Ax Masakazu Yoshimura, Teruaki Hayashi, Yuki Hoshino, Wei-Yao Wang, Takeshi Ohashi 3/18/2026

SF-Mamba: Rethinking State Space Model for Vision

SF-Mamba state space model for vision addressing non-causal patch interactions with improved computational efficiency.

Ax Ruijia Yang, Zeyi Wen 3/18/2026

An Efficient Heterogeneous Co-Design for Fine-Tuning on a Single GPU

SlideFormer system for fine-tuning large language models on single GPU via asynchronous engine and sliding window approach.

Ax Yicheng Rui, Xiao-Wei Duan, Licai Deng, Fan Yang, Zhengming Dang, Zhengjun Du, Junhao Peng, Wenhao Chu, Umut Mahmut, Kexin Li, Yiyun Wu, Fabo Feng 3/18/2026

LenghuSky-8: An 8-Year All-Sky Cloud Dataset with Star-Aware Masks and Alt-Az Calibration for Segmentation and Nowcasting

LenghuSky-8 eight-year all-sky cloud dataset with star-aware masks for astronomical observatories and nowcasting.

Ax G. Ciarfaglia, A. Rosanova, S. Cipolla, J. Bartoli, A. Di Domenico, C. Fioroni, A. Fontana, M. R. Scoleri, M. I. Mone, D. Franchi, M. C. Del Gaudio, F. Picariello, M. Gabusi, S. Bonura, V. Morreale, I. Bailo 3/18/2026

EngGPT2: Sovereign, Efficient and Open Intelligence

EngGPT2-16B open Italian LLM trained on 2.5T tokens, efficient inference with performance comparable to larger models.

Ax Junseok Lee, Sungho Shin, Seongju Lee, Kyoobin Lee 3/18/2026

CD-FKD: Cross-Domain Feature Knowledge Distillation for Robust Single-Domain Generalization in Object Detection

CD-FKD cross-domain feature knowledge distillation for single-domain generalization in object detection.

Ax Marios Aristodemou, Yasaman Omid, Sangarapillai Lambotharan, Mahsa Derakhshan, Lajos Hanzo 3/18/2026

Multi-Agent Reinforcement Learning Counteracts Delayed CSI in Multi-Satellite Systems

Multi-agent reinforcement learning approach for managing delayed channel state information in multi-satellite communication systems.

Ax Yicui Shi, Yuhan Chen, Xiangfei Huang, Zhenguo Wang, Wenxuan Yu, Ying Fang 3/18/2026

DST-Net: A Dual-Stream Transformer with Illumination-Independent Feature Guidance and Multi-Scale Spatial Convolution for Low-Light Image Enhancement

DST-Net dual-stream transformer for low-light image enhancement using spatial convolution and feature guidance.

Ax Hyundo Choi, Junhyeong An, Jinseong Park, Jaewoong Choi 3/18/2026

Unlearning for One-Step Generative Models via Unbalanced Optimal Transport

Unlearning method for one-step generative models using unbalanced optimal transport for safer image generation.

Ax Subina Khanal, Seshu Tirupathi, Merim Dzaferagic, Marco Ruffini, Torben Bach Pedersen 3/18/2026

Bridging the High-Frequency Data Gap: A Millisecond-Resolution Network Dataset for Advancing Time Series Foundation Models

LenghuSky-8 millisecond-resolution network dataset for time series foundation models with high-frequency data.

Ax Zhenghang Song, Tang Qian, Lu Chen, Yushuai Li, Zhengke Hu, Bingbing Fang, Yumeng Song, Junbo Zhao, Sheng Zhang, Tianyi Li 3/18/2026