Key papers

• Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing (2026)
  Xinjie Zhang et al.
  12.42
• Quantum autoencoders for image classification (2025)
  Hinako Asaoka et al.
  5.79
• LIME: Learning Intent-aware Camera Motion from Egocentric Video (2026)
  Boyang Sun et al.
  4.95
• Local Label-Informed Feature Transfer for Generating Ground-Truth Medical Images: A Comparison of GAN- and Diffusion-Based Approaches (2026)
  Rick Wilming et al.
  4.95
• DBNN: Neural Spike Classification Using a Deep Binarized Neural Network (2026)
  Binyi Ren et al.
  4.33
• X-FEMR: A Token-level Explainable Approach for Electronic Health Records Foundation Models using Transformer-based Models (2026)
  Jie Huang et al.
  4.33
• Trajectory Inference of Human Aging from Cross-Sectional DNA Methylation Data (2026)
  Chandan Gupta et al.
  4.33
• AI for Cultural Heritage Textiles: Fine-Tuned Latent Diffusion for Novel Ulos Motif Synthesis (2026)
  Humasak Tommy Argo Simanjuntak et al.
  4.33
• NEST: Tackling Dataset-Level Distribution Shifts via Regime-Oriented Mixture-of-Experts (2026)
  Lanhao Li et al.
  4.33
• Audio Sentiment Analysis via Distillation and Cross-Modal Integration of Generated Multilingual Transcripts (2026)
  Andrei-George Durdun et al.
  4.33
• STAGformer: A Spatio-temporal Agent Graph Transformer for Micro Mobility Demand Forecasting (2026)
  Ye Zihao
  4.33
• WHERE to Generate Matters: Budget-Aware Synthetic Augmentation for Label Skewed Federated Learning (2026)
  Sangwoo Lee et al.
  4.33
• Cross-Trajectory Chimera Interventions Reveal Dissociable Roles of Weight Magnitude and Direction in Grokking (2026)
  Truong Xuan Khanh
  4.33
• STST-JEPA: Shallow-Target Spatio-Temporal Joint Embedding Prediction Architecture For EEG Self-Supervised Learning (2026)
  Roy Segal et al.
  4.33
• Dynamic-in-Few-Step: Unifying Dynamic Computation and Few-Step Distillation for Efficient Video Generation (2026)
  Yu Cheng et al.
  4.33
• AirPASS: Over-the-Air Federated Learning via Pinching Antenna Systems (2026)
  Seyed Mohammad Azimi-Abarghouyi et al.
  4.33
• Imputation Meets Clustering: Exploiting Latent Subgroup Structure for Missing Data Recovery (2026)
  Chuyao Zhang et al.
  4.33
• Multimodal Spatiotemporal-Frequency Fusion with Peak Enhancement for Cellular Traffic Forecasting (2026)
  Qingzhong Li et al.
  4.33
• Inverse Low-Dimensional Manifold Reconstruction Framework for Spatiotemporal Reconstruction of Compressible Physical Fields (2026)
  Qiang Liu et al.
  4.33
• Vision Foundation Models in Radiology: A Scoping Review of Data, Methodology, Evaluation and Clinical Translation (2026)
  Alejandro Vergara-Richart (Quantitative Imaging Biomarkers in Medicine et al.
  4.33
• FMMVCC: Fuzzy Mamba-based Multi-View Contrastive Clustering for Univariate Time Series (2026)
  Donato Cerciello et al.
  4.33
• FedCVESA: Taking Away Training Data in Federated Learning via Correlation Value Encoding and Segmented Aggregation (2026)
  Chongkai Li et al.
  4.33
• OmniPMNet: Bridging discrete and gridded PM10 forecasts via omni-query neural processes (2026)
  Shuangshuang He et al.
  4.33
• Semidirect Fourier Delta Attention: Phase-Controlled Delta Memory with Constructive Chunk-WY Kernels (2026)
  Tiantian Zhang
  4.33
• BattVAE-GP: Generative Modeling of Long-Horizon Battery Degradation with Uncertainty Quantification (2026)
  Raghvender Raghvender et al.
  4.33
• Scale-Aware Attention for Scarce Neural Data: An RG-Flow Transformer on Sleep-EDF EEG (2026)
  Dibakar Sigdel
  4.33
• Scalable Optimal Transport Algorithm for Network Alignment (2026)
  Elaheh Hassani et al.
  4.33
• Graph-Constrained Policy Learning for Extreme Clinical Code Prediction (2026)
  Amritpal Singh et al.
  4.33
• Beyond Coordinate Gauge: An Audited Protocol for Detecting Donor-Specific Functional Fingerprints after Neural Collapse (2026)
  Truong Xuan Khanh et al.
  4.33
• HPC-Enabled Video-based Coastal Wave Parameter Estimation Using V-JEPA and Deep Spatiotemporal Learning (2026)
  Abubakar Hamisu Kamagata et al.
  4.33
• Analyzing Image Encoder Choices and Graph Homophily in GCN Frameworks for Breast Ultrasound Classification (2026)
  Sabahattin Mert Daloglu et al.
  4.33
• Institutional Equity Holdings Prediction Using Node Affinities of Dynamic Graphs (2026)
  Emad Izadifar et al.
  4.33
• Sparse Autoencoders for Interpretable Out-of-Distribution Detection (2026)
  Ayush Karmacharya (Purdue University) et al.
  4.33
• From Geometric Recovery to Causal Validation: A Reproducible Audit of Sparse Autoencoder Features, from Superposition Geometry to Causal Inertness (2026)
  Mohamed Abdessalem Bal
  4.33
• Differentiable Clone-Structured Causal Graphs for End-to-End Cognitive Map Learning from Image Sequences (2026)
  Arash Nikzad et al.
  4.33
• Exploring Zero-Shot Foundation Models for Multivariate Time Series Anomaly Detection (2026)
  Martin Uray et al.
  4.33
• Adversarial Attacks on Online Handwriting using Salience-based Temporal Editing (2026)
  Yataro Tamura et al.
  4.33
• From Preimage Search To Source-Grounded Feature Inversion (2026)
  Kaixiang Shu
  4.33
• Lightweight Multi-Scale Anomaly Detection for Resource-Constrained Edge Devices (2026)
  Raheen Junaid Wani et al.
  4.33
• The Geometry of Memorization: Finite-Time Spectral Sensitivity as a Diagnostic for Flow Matching Models (2026)
  Shuchan Wang
  4.33
• AdaPCLA: Adaptive Prior-Calibrated Logit Adjustment for Long-Tailed Longitudinal EHR Generation (2026)
  Shuai Cui et al.
  4.33
• AVQ-Attention: Adaptive Vector-Quantized Attention (2026)
  Winfried van den dool et al.
  4.33
• Deep4ge: DNN Training Trajectories for Fault Detection and Diagnosis (2026)
  Sigma Jahan
  4.33
• FedCC: A Low-Resource Federated Adaptation of Foundation Models for Robust Corpus Callosum localization in Fetal Ultrasound Images (2026)
  Alessandro Di Matteo et al.
  4.33
• Edge-Efficient Transformer for End-to-End RF Spectrum Monitoring (2026)
  Zhifan Song et al.
  4.33
• SechKAN: Kolmogorov-Arnold Networks with Hyperbolic Secant Functions (2026)
  Hoang-Thang Ta
  4.33
• Fretiq: Browser-Native Electric Guitar String Classification via Engineered Spectral Features and Held-Out Free-Play Evaluation (2026)
  Aadi Garg
  4.33
• Gradient-Energy Guided Block-Wise Perturbations for Sharpness-Aware Minimization (2026)
  Zhen Huang et al.
  4.33
• Spatio-Temporal Prediction of Unsteady Airfoil Aerodynamics Using Augmented Graph Neural Ordinary Differential Equations with Exogenous Controls (2026)
  Henrik Lange et al.
  4.33
• Physics-Guided Masked Multi-Task Network for Edge-Friendly Battery Health Diagnostics from Sto-chastically Fragmented Charging Profiles (2026)
  Shuhao Chen et al.
  4.33
• ChemHyperMag: Physics-informed magnetic hypergraph learning improves molecular ADMET prediction (2026)
  Hexiao Ding et al.
  4.33
• EmoEUS: Uncertainty Supervision for Multimodal Emotion Recognition in Conversation (2026)
  Zilong Huang et al.
  4.33
• Addressing Limited Data in Auditory Attention Decoding with Diffusion Generative Models (2026)
  David Rannaleet et al.
  4.33
• An Analysis of Residual-Stream Geometry Across Transformer Depth (2026)
  Sunit Bhattacharya et al.
  4.33
• MambaLSTM: A Spatio-Temporal Framework for Enhanced Traffic Accident Risk Prediction (2026)
  Zhen Yu et al.
  4.33
• Physical Self-Supervised Learning: IMU Sensing without Manual Labels (2026)
  Yuyang Leng (Richard) et al.
  4.33
• CANDOR: Chance-Calibrated Discordance in Frozen Foundation Encoders (2026)
  Soroosh Tayebi Arasteh et al.
  4.33
• AHEAD: Advancing Multi-Class Label Aggregation with Interpretable Cross-Annotator Modeling (2026)
  Ju Chen et al.
  4.33
• Hybrid Latent-Structural Fusion (HLSF) for Cyber Anomaly Detection (2026)
  Dorianis M. Perez et al.
  4.33
• Now We Know? A Systematic Comparison of TerraMind and THOR (2026)
  Frederick Schindlegger et al.
  4.33