Anomaly Detection

发布日期标题作者链接AI解读
2025-07-173DKeyAD: High-Resolution 3D Point Cloud Anomaly Detection via Keypoint-Guided Point Clustering
Zi Wang et.al.解读
2025-07-17Fault detection and diagnosis for the engine electrical system of a space launcher based on a temporal convolutional autoencoder and calibrated classifiers
Luis Basora et.al.解读
2025-07-17A Semi-Supervised Learning Method for the Identification of Bad Exposures in Large Imaging Surveys
Yufeng Luo et.al.解读
2025-07-16Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding
Feng Xiao et.al.解读
2025-07-16A Privacy-Preserving Framework for Advertising Personalization Incorporating Federated Learning and Differential Privacy
Xiang Li et.al.解读
2025-07-16MoViAD: Modular Visual Anomaly Detection
Manuel Barusco et.al.解读
2025-07-15Learning Representations of Event Time Series with Sparse Autoencoders for Anomaly Detection, Similarity Search, and Unsupervised Classification
Steven Dillmann et.al.解读
2025-07-15FlexCAST: Enabling Flexible Scientific Data Analyses
Benjamin Nachman et.al.解读
2025-07-15LogTinyLLM: Tiny Large Language Models Based Contextual Log Anomaly Detection
Isaiah Thompson Ocansey et.al.解读
2025-07-15Bridge Feature Matching and Cross-Modal Alignment with Mutual-filtering for Zero-shot Anomaly Detection
Yuhu Bai et.al.解读

Conv

发布日期标题作者链接AI解读
2025-07-17SGCL: Unifying Self-Supervised and Supervised Learning for Graph Recommendation
Weizhi Zhang et.al.解读
2025-07-17Disentangling coincident cell events using deep transfer learning and compressive sensing
Moritz Leuthner et.al.解读
2025-07-17Fault detection and diagnosis for the engine electrical system of a space launcher based on a temporal convolutional autoencoder and calibrated classifiers
Luis Basora et.al.解读
2025-07-17Improving Diagnostic Accuracy of Pigmented Skin Lesions With CNNs: an Application on the DermaMNIST Dataset
Nerma Kadric et.al.解读
2025-07-17Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion
Caixia Dong et.al.解读
2025-07-17Transformer-Based Person Identification via Wi-Fi CSI Amplitude and Phase Perturbations
Danilo Avola et.al.解读
2025-07-17Feature-Enhanced TResNet for Fine-Grained Food Image Classification
Lulu Liu et.al.解读
2025-07-17Early Detection of Furniture-Infesting Wood-Boring Beetles Using CNN-LSTM Networks and MFCC-Based Acoustic Features
J. M. Chan Sri Manukalpa et.al.解读
2025-07-17World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving
Yanchen Guan et.al.解读
2025-07-17ASC-SW: Atrous strip convolution network with sliding windows for visual-assisted map navigation
Cheng Liu et.al.解读

Industrial Anomaly Detection

发布日期标题作者链接AI解读
2025-07-10SAGE: A Visual Language Model for Anomaly Detection via Fact Enhancement and Entropy-aware Alignment
Guoxin Zang et.al.解读
2025-07-103D-ADAM: A Dataset for 3D Anomaly Detection in Advanced Manufacturing
Paul McHard et.al.解读
2025-07-10NexViTAD: Few-shot Unsupervised Cross-Domain Defect Detection via Vision Foundation Models and Multi-Task Learning
Tianwei Mu et.al.-
2025-07-05StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection
Yanning Hou et.al.解读
2025-06-26FastRef:Fast Prototype Refinement for Few-Shot Industrial Anomaly Detection
Long Tian et.al.解读
2025-06-19Noise Fusion-based Distillation Learning for Anomaly Detection in Complex Industrial Environments
Jiawen Yu et.al.解读
2025-05-30KairosAD: A SAM-Based Model for Industrial Anomaly Detection on Embedded Devices
Uzair Khan et.al.解读
2025-05-27SuperAD: A Training-free Anomaly Classification and Segmentation Method for CVPR 2025 VAND 3.0 Workshop Challenge Track 1: Adapt & Detect
Huaiyuan Zhang et.al.解读
2025-05-23Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection
Qiyu Chen et.al.解读
2025-05-14Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt
Bin-Bin Gao et.al.解读

Convolutional Transformer

发布日期标题作者链接AI解读
2025-07-11Comparative Analysis of Vision Transformers and Traditional Deep Learning Approaches for Automated Pneumonia Detection in Chest X-Rays
Gaurav Singh et.al.解读
2025-07-10TransformEEG: Towards Improving Model Generalizability in Deep Learning-based EEG Parkinson's Disease Detection
Federico Del Pup et.al.解读
2025-07-03Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models
Fenil R. Doshi et.al.解读
2025-06-30Low-latency vision transformers via large-scale multi-head attention
Ronit D. Gross et.al.解读
2025-06-26DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
Ziwei Wang et.al.解读
2025-06-25U-R-VEDA: Integrating UNET, Residual Links, Edge and Dual Attention, and Vision Transformer for Accurate Semantic Segmentation of CMRs
Racheal Mukisa et.al.解读
2025-06-18DeepJ: Graph Convolutional Transformers with Differentiable Pooling for Patient Trajectory Modeling
Deyi Li et.al.解读
2025-06-18A Gravity-informed Spatiotemporal Transformer for Human Activity Intensity Prediction
Yi Wang et.al.解读
2025-05-30Sleep Brain and Cardiac Activity Predict Cognitive Flexibility and Conceptual Reasoning Using Deep Learning
Boshra Khajehpiri et.al.解读
2025-06-11Low-Loss Space in Neural Networks is Continuous and Fully Connected
Yongding Tian et.al.解读

MvtecAD

发布日期标题作者链接AI解读
2025-07-173DKeyAD: High-Resolution 3D Point Cloud Anomaly Detection via Keypoint-Guided Point Clustering
Zi Wang et.al.解读
2025-07-17Fault detection and diagnosis for the engine electrical system of a space launcher based on a temporal convolutional autoencoder and calibrated classifiers
Luis Basora et.al.解读
2025-07-17A Semi-Supervised Learning Method for the Identification of Bad Exposures in Large Imaging Surveys
Yufeng Luo et.al.解读
2025-07-16Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding
Feng Xiao et.al.解读
2025-07-16A Privacy-Preserving Framework for Advertising Personalization Incorporating Federated Learning and Differential Privacy
Xiang Li et.al.解读
2025-07-16MoViAD: Modular Visual Anomaly Detection
Manuel Barusco et.al.解读
2025-07-15Learning Representations of Event Time Series with Sparse Autoencoders for Anomaly Detection, Similarity Search, and Unsupervised Classification
Steven Dillmann et.al.解读
2025-07-15FlexCAST: Enabling Flexible Scientific Data Analyses
Benjamin Nachman et.al.解读
2025-07-15LogTinyLLM: Tiny Large Language Models Based Contextual Log Anomaly Detection
Isaiah Thompson Ocansey et.al.解读
2025-07-15Bridge Feature Matching and Cross-Modal Alignment with Mutual-filtering for Zero-shot Anomaly Detection
Yuhu Bai et.al.解读

Object Detection

发布日期标题作者链接AI解读
2025-07-17A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains
Antonio Finocchiaro et.al.解读
2025-07-17RS-TinyNet: Stage-wise Feature Fusion Network for Detecting Tiny Objects in Remote Sensing Images
Xiaozheng Jiang et.al.解读
2025-07-17Decoupled PROB: Decoupled Query Initialization Tasks and Objectness-Class Learning for Open World Object Detection
Riku Inoue et.al.解读
2025-07-17Dual LiDAR-Based Traffic Movement Count Estimation at a Signalized Intersection: Deployment, Data Collection, and Preliminary Analysis
Saswat Priyadarshi Nayak et.al.解读
2025-07-17SOD-YOLO: Enhancing YOLO-Based Detection of Small Objects in UAV Imagery
Peijun Wang et.al.解读
2025-07-16Vision-based Perception for Autonomous Vehicles in Obstacle Avoidance Scenarios
Van-Hoang-Anh Phan et.al.解读
2025-07-16InterpIoU: Rethinking Bounding Box Regression with Interpolation-Based IoU Optimization
Haoyuan Liu et.al.解读
2025-07-16AutoVDC: Automated Vision Data Cleaning Using Vision-Language Models
Santosh Vasa et.al.解读
2025-07-16OD-VIRAT: A Large-Scale Benchmark for Object Detection in Realistic Surveillance Environments
Hayat Ullah et.al.解读
2025-07-16Improving Lightweight Weed Detection via Knowledge Distillation
Ahmet Oğuz Saltık et.al.解读

Object Detection loss

发布日期标题作者链接AI解读
2024-07-06Visual Grounding with Attention-Driven Constraint Balancing
Weitai Kang et.al.解读
2022-09-29GDIP: Gated Differentiable Image Processing for Object-Detection in Adverse Conditions
Sanket Kalwar et.al.解读
2022-05-25SIoU Loss: More Powerful Learning for Bounding Box Regression
Zhora Gevorgyan et.al.解读
2022-05-11Developing Imperceptible Adversarial Patches to Camouflage Military Assets From Computer Vision Enabled Technologies
Chris Wise et.al.解读
2022-02-26Simulation-to-Reality domain adaptation for offline 3D object annotation on pointclouds with correlation alignment
Weishuang Zhang et.al.解读

Anomaly Localization

发布日期标题作者链接AI解读
2025-07-173DKeyAD: High-Resolution 3D Point Cloud Anomaly Detection via Keypoint-Guided Point Clustering
Zi Wang et.al.解读
2025-06-24UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation
Yue Zhou et.al.解读
2025-06-15Hybrid Meta-Learning Framework for Anomaly Forecasting in Nonlinear Dynamical Systems via Physics-Inspired Simulation and Deep Ensembles
Abdullah Burkan Bereketoglu et.al.解读
2025-06-10PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies
Mojtaba Nafez et.al.解读
2025-06-05Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
Yuzhi Huang et.al.解读
2025-05-30Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation
Bozhong Zheng et.al.解读
2025-05-28A2Seek: Towards Reasoning-Centric Benchmark for Aerial Anomaly Understanding
Mengjingcheng Mo et.al.解读
2025-05-20NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI
Cosmin I. Bercea et.al.解读
2025-05-12Vision Foundation Model Embedding-Based Semantic Anomaly Detection
Max Peter Ronecker et.al.解读
2025-05-06Chain-of-Thought Textual Reasoning for Few-shot Temporal Action Localization
Hongwei Ji et.al.解读