Reliability-Aware Neural Decoding with Adaptive Multi-Source Information Fusion. [PDF]
Fu P +6 more
europepmc +1 more source
Attention Based Optimization for 3D Shape Registration
Abstract Transformers are sequence‐to‐sequence architectures originally designed to handle structurally rigid and order‐sensitive data, such as text and images. At their core, they exploit the attention mechanism, which is permutation‐equivariant and relies on computing token‐to‐token relationships.
A. Riva, L. Olearo, S. Melzi
wiley +1 more source
FACT: Feature Aggregation and Convolution with Transformers for predicting drug classification code. [PDF]
Yun GH, Park JH, Cho YR.
europepmc +1 more source
Tangent Blow‐Ups for Processing Non‐Manifold Geometry
Abstract Many geometry processing pipelines implicitly assume their input data is a manifold, or is sampled from one, with a unique tangent plane at every point. Geometric data, however, routinely contains sharp features like edges, corners, self‐intersections, branching junctions, and other singularities, rendering standard methods ill‐defined at ...
Alice Petrov +3 more
wiley +1 more source
LI-AGCN: A Lightweight Initialization-Enhanced Adaptive Graph Convolutional Network for Effective Skeleton-Based Action Recognition. [PDF]
Xie Q, Deng H.
europepmc +1 more source
SiGnature: Explicit Motion Diffusion for Stylized Semantic Gesture Generation
Abstract While recent advances in co‐speech gesture generation have achieved impressive rhythmic synchronization, synthesizing gestures that are both semantically meaningful and faithful to a speaker's unique non‐verbal style remains an open challenge.
Adi Rosenthal +4 more
wiley +1 more source
YOLO11-SBS: leveraging ACE and ORCM to gauge robust and accurate apple counting in complex orchards. [PDF]
Zhang L +8 more
europepmc +1 more source
Advances in 4D Representation: Geometry, Motion, and Interaction
We survey 4D representation through three key pillars — geometry, motion, and interaction — offering a selective, representation‐centric perspective to guide researchers in choosing and customizing the right 4D representation for their tasks. Abstract We present a survey on 4D generation and reconstruction, a fast‐evolving subfield of computer graphics
M. Zhao +7 more
wiley +1 more source
Integration of Short- and Long-Read RNA Sequencing Enables the Discovery of Circular RNAs. [PDF]
Swift SZ +11 more
europepmc +1 more source
Abstract Cingulata, a major lineage of Xenarthra, comprises extinct and extant armoured placental mammals that diversified throughout the Cenozoic. Despite extensive study, phylogenetic hypotheses based on morphological and molecular data remain incongruent, and no total evidence analysis has been conducted. Here, we integrate the largest morphological
Daniel M. Casali +7 more
wiley +1 more source

