Guan Gui

4 papers · 2022–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ECCV (1) ICCV (1) NeurIPS (1)

Top co-authors

Lei Wang (2) Lei Qi (2) Yinghuan Shi (2) Luping Zhou (2) Zhen Zhao (2) Yanhao Wang (1) Ruijie Zhao (1) Chengjie Wang (1) Zhi Xue (1) Mingwei Zhan (1)

Research topics

Deep Learning (3) Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (1) Analysis (1) Application Areas (1) Architectures (1) Core Methods (1) Generation (1) Learning Types · Deep Learning (1) Models (1)

Keywords

semi-supervised learning (2) few-shot learning (1) embedding (1) data augmentation (1) pseudo labeling (1) discriminative learning (1) diffusion model (1) consistency regularization (1) self-supervised pretraining (1) masked autoencoder (1) traffic classification (1) traffic transformer (1) multi-level flow representation (1) barely supervised learning (1) bounding boxes (1) anomalies (1) au-pr (1) image classification (1) mvtec (1)

Papers

Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation ECCV 2024 Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning ICCV 2023 Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation AAAI 2023 Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class NeurIPS 2022