Evaluating and regulating agentic AI: A study of benchmarks, metrics, and regulation
vol.136 (2026)
Generalization saturation and reasoning divergence in synthetic persona construction for role-enacted language modeling
vol.136 (2026)
DAP-former: A physics-aware dual-stream fusion transformer for robust industrial time-series forecasting
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FDSMM: fusion-driven signals-to-mechanisms modelling with physics-constrained information integration and entropy-based fault evolution
vol.136 (2026)
CausalCEM: Self-improved causal counterfactual emotion modeling for multimodal physiological signals
vol.136 (2026)
Federated learning with context-aware client collaboration: Challenges, advances, and open problems
vol.136 (2026)
SGA-SAC: Fusing Bayesian Stackelberg games to DRL with graph attention for explainable task offloading in vehicular edge computing
vol.136 (2026)
Fusion of advanced machine learning techniques in digital manipulation detection on identity card attacks
vol.136 (2026)
U2ENet: Unified end-to-end network for monocular image-based single-object and multi-object 3D visual grounding
vol.136 (2026)
Responsible AI in healthcare: Mitigating hallucinations and enhancing multimodal fusion - based reasoning in medical imaging
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Knowledge-enhanced explicitly disentangled representation with missing modality for medical image diagnosis
vol.136 (2026)
A brain-inspired low-light and infrared multimodal remote sensing detection network for nighttime personnel search and rescue
vol.136 (2026)
Rank-aware routing decomposition for hyperspectral and multispectral image fusion
vol.136 (2026)
Knowledge-enhanced consistency learning with disentangled multimodal representation for misinformation detection
vol.136 (2026)
Physics-guided stokes-consistent fusion of DoLP–AoP representations for polarization image restoration
vol.136 (2026)
MeSIF-Net: Multi-level cross-scale information fusion via knowledge distillation for low-resolution industrial surface defect detection
vol.136 (2026)
Motion estimation for multi-object tracking using KalmanNet with semantic-independent encoding
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TA-Diff: Topology-aware diffusion networks for joint 3D hand pose estimation and mesh reconstruction
vol.136 (2026)
GIF-Calib: Geometry-intensity fusion for 4D radar-camera calibration in autonomous driving vehicles
vol.136 (2026)
Bridging 3D geometry and 1D temporal signals: A symmetric masked pre-training framework for heterogeneous multimodal fusion
vol.136 (2026)
Conditional diffusion transformer enabled few-shot spatiotemporal modeling
vol.136 (2026)
Mitigating Clever Hans strategies in image classifiers through generating counterexamples
vol.135 (2026)
LGCS-WA: Loss-guided clustering and dynamic client selection with weight adaptation for clustered federated learning
vol.135 (2026)
Diffusion-based frequency degradation prior fusion with hierarchical wavelet decompositions for underwater image enhancement
vol.135 (2026)
FedKSS: One-shot federated learning with kernel space statistics
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A language-guided visual feature learning strategy for multimodal teacher action quality assessment
vol.135 (2026)
UFFL: Bridging slide- and cell-level annotations via unified feature fusion learning for cervical cancer screening
vol.135 (2026)
CCRDet: Cross-modal complementary region-aware framework for drone-based RGBT tiny person detection
vol.135 (2026)
BuildingCD-Mamba: An efficient shuffle-scan mamba with temporal-spatial feature fusion for urban building change detection
vol.135 (2026)
Dominance and complementarity in cross-modal representation learning for wearable time series
vol.135 (2026)
TGC-Net: a structure-aware and semantically-aligned framework for text-guided medical image segmentation
vol.135 (2026)
Heterogeneous model fusion for privacy-aware multi-Camera surveillance via synthetic domain adaptation
vol.135 (2026)
Real2Real: Invariant style alignment for unsupervised one-shot real noisy image denoising
vol.135 (2026)
BSPFusion: A bottom-up semantically progressive network for infrared and visible image fusion
vol.135 (2026)
Surviving or crashed: A feature decoupling paradigm based causal inference for anti-survivor bias in scene graph generation
vol.135 (2026)
Orthogonal basis transformation layers for EEG-BCI: Geometry-preserving mid-level information fusion on SPD manifolds
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Single hyperspectral image super-resolution using an efficient transformer network
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Beyond single prototype: A multi-prototype fusion framework with contrastive learning and diffusion model for zero-shot fault diagnosis
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Division-to-fusion: Foreground-background semantics decoupling and coupling for image-text retrieval
vol.135 (2026)
Beyond bi-temporal and unimodal: A multimodal-temporal coupling network for change detection in conflict zones
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An interpretable hybrid-domain fusion network for subjective memory concern diagnosis
vol.135 (2026)
LLMArk: Instance-aware foundation model for flood risk assessment
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Learning brain structure-function interactions via modularity-guided attention-based graph neural networks
vol.135 (2026)
iGeo-LLM: Identification of geological features using multi-source data based on LLM during shield tunnelling
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Progressive decision refinement for high-resolution multi-focus image fusion
vol.135 (2026)
MPF: A multi-level perceiving framework for multimodal sarcasm detection
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Fuzzy hyperbolic hypergraph convolutional fusion network for hyperspectral image classification under limited samples
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AdaCycle: Global statistical adaptive multi-cycle detection and fusion with heterogeneous wavelet decomposition for time series forecasting
vol.135 (2026)
SAM-assisted multimodal collaborative enhancement for remote sensing image segmentation
vol.135 (2026)
A comprehensive survey of pretrained models for autonomous driving: Methods and applications
vol.135 (2026)