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Quanfu Fan

18 papers · 2013–2024 · 8 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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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (30) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🧬 Topic Evolution 🧭 Keyword Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze πŸš€ Conference Pioneer ❓ The Questioner πŸ—ƒοΈ Keyword Collector (86)

Venues

ICLR (5) ICCV (4) CVPR (3) WACV (2) ECCV (1) IJCAI (1) NeurIPS (1) UAI (1)

Top co-authors

Rameswar Panda (5) Sijia Liu (5) Chun-Fu (Richard) Chen (4) Aude Oliva (3) Rogerio Feris (3) Kaidi Xu (3) Pin-Yu Chen (3) Gaoyuan Zhang (3) john cohn (2) Xue Lin (2)

Research topics

Computer Vision (10) Deep Learning (10) Machine Learning (10) Analysis (8) Architectures (8) Learning Types Β· Machine Learning (5) Core Methods (4) Processing (4) Techniques (4) Artificial Intelligence (3) Application Areas (3) Core AI (3) Learning Types Β· Deep Learning (2) Optimization & Theory Β· Deep Learning (2) Optimization & Theory Β· Machine Learning (2)

Keywords

action recognition (5) vision transformer (3) convolutional neural network (3) multi-scale feature (3) image classification (2) video recognition (2) efficient computing (2) adversarial attack (2) video understanding (2) computational efficiency (2) video classification (1) object recognition (1) anomaly detection (1) adversarial learning (1) transfer learning (1) local attention (1) semantic segmentation (1) robust classification (1) code generation (1) multimodal learning (1)

Papers

CryoRL: Reinforcement Learning Enables Efficient Cryo-EM Data Collection WACV 2024 Grafting Vision Transformers WACV 2024 Improve Video Representation with Temporal Adversarial Augmentation IJCAI 2023 Can an Image Classifier Suffice For Action Recognition? ICLR 2022 Distributed adversarial training to robustify deep neural networks at scale UAI 2022 RegionViT: Regional-to-Local Attention for Vision Transformers ICLR 2022 AdaMML: Adaptive Multi-Modal Learning for Efficient Video Recognition ICCV 2021 CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification ICCV 2021 Deep Analysis of CNN-Based Spatio-Temporal Representations for Action Recognition CVPR 2021 Generating Adversarial Computer Programs using Optimized Obfuscations ICLR 2021 Adversarial T-shirt! Evading Person Detectors in A Physical World ECCV 2020 Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition ICLR 2019 More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation NeurIPS 2019 Reasoning About Human-Object Interactions Through Dual Attention Networks ICCV 2019 Structured Adversarial Attack: Towards General Implementation and Better Interpretability ICLR 2019 Random Laplace Feature Maps for Semigroup Kernels on Histograms CVPR 2014 Temporal Sequence Modeling for Video Event Detection CVPR 2014 Relative Attributes for Large-Scale Abandoned Object Detection ICCV 2013