「anomaly」の検索結果
37 件Chilli (Capsicum annuum) is one of India's most economically significant crops, yet its productivity is persis
LLM agents deployed for software engineering fail expensively: they act confidently wrong, and bad actions are
We introduce GLASS, a framework for graph-level anomaly detection (GLAD) that achieves robust cross-domain tra
As spaceborne computing systems increasingly rely on neural network (NN) accelerators, the opacity of commerci
The high training cost of Graph Neural Networks (GNNs) has raised growing concerns regarding model ownership i
As the scale of video surveillance data outpaces manual annotation capacities, weakly supervised video anomaly
Wireless foundation models (WFMs) have emerged as a promising approach for learning reusable representations f
Semantic 3D maps are increasingly constructed automatically for aerial robotics by integrating learned semanti
Industrial anomaly detection must handle two distinct defect families: structural anomalies, which manifest as
Industrial anomaly detection faces two engineering bottlenecks: memory bank construction latency and inference
Reconstruction-based anomaly detectors are accurate but opaque: a deep autoencoder flags a sample without tell
Unsupervised anomaly detection scores each point of an unlabelled, contaminated sample in a single pass, and i
Energy consumption is one of the largest operational expenditure items for mobile network operators, yet site-
Generalising to unseen tasks remains a fundamental challenge in offline multi-agent reinforcement learning (MA
Anomaly detection in Internet of Things (IoT) networks presents unique challenges due to the diversity of devi
Personally Identifiable Information (PII) detection is a foundational component of data protection infrastruct
Supporting a wide variety of motion styles is critical for creating diverse virtual characters, but current me
Vision Foundation Models (VFMs) provide transferable patch representations for few-shot industrial anomaly det
We present FlashRender, a few-step generative rendering framework that retakes a source video along a target c
Recent years have witnessed growing interest in continual anomaly detection for industrial visual inspection.
For robots to operate reliably in real-world environments, they need to perceive their surroundings, act, and
Dynamic networks are being applied in many domains, from social media to logistics systems, each with their ow
World models are an emerging paradigm in representation learning in which an agent jointly learns state-action
Humans can perform complex manipulations given a simple intent through an overall instruction, while continuou
LLMs are increasingly deployed as orchestrators that coordinate specialized subagents to solve complex tasks t
Post-hoc out-of-distribution detectors are fitted on a finite reference set, so every score they produce is an
Symbolic Regression (SR) seeks to find succinct mathematical expressions that represent the fundamental relati
Combining learned policies with model predictive control can leverage learned task priors while retaining onli
Automated inspection of small industrial components, including sub-centimetre-scale parts where defects are ge
Global goodness-of-fit and discrepancy statistics can establish that a sample departs from a reference distrib
We propose a multivariate extension of the pseudo-Voigt profile-a weighted convex combination of Gaussian and
Deep neural networks often exploit spurious associations, a failure known as shortcut learning. Auditing for s
An intuitive method for dimensionality reduction is proposed, which is highly effective for finding interestin
Predictive Coding (PC) is a neural learning paradigm that enables parallelizable neural network layer updates.
Persistent acoustic monitoring can detect machine faults without physical contact, but always-on inference is
An invariant behavioral profile is the defining vulnerability of traditional honeypot installations: a skilled
The peer-review process, the bedrock of scientific advancement, is increasingly undermined by sophisticated co