Andy Song

5 papers · 2018–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ECCV (2) CVPR (1) ICLR (1) IJCAI (1)

Top co-authors

Xiaojun Chang (2) Yanan Sun (2) Xiaotian Song (2) Dongrui Liu (1) Shivanthan Yohanandan (1) Dacheng Tao (1) Rong Xiao (1) Xiaodan Liang (1) Yameng Peng (1) Haytham M. Fayek (1)

Research topics

Deep Learning (4) Machine Learning (4) Optimization & Theory · Machine Learning (4) Architectures (3) Artificial Intelligence (2) Application Areas (2) Core AI (2) Optimization & Theory · Deep Learning (2) Techniques (2)

Keywords

image classification (2) vision transformer (1) self-attention mechanism (1) neuromorphic computing (1) neural architecture search (1) computational efficiency (1) energy efficiency (1) linear complexity (1) adversarial attack (1) evolutionary algorithm (1) token pruning (1) neuomorphic computing (1) spiking transformer (1) multi-layer perceptron (1) activation pattern (1) neural network (1) zero-cost proxy (1) unrolled optimization (1) training-free metric (1) one-step computation (1)

Papers

Generalizable Symbolic Optimizer Learning ECCV 2024 MLP Can Be A Good Transformer Learner CVPR 2024 One-step Spiking Transformer with a Linear Complexity IJCAI 2024 SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS ICLR 2024 Saliency Preservation in Low-Resolution Grayscale Images ECCV 2018