conftrace_

Erping Li

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

CVPR (1) ICML (1) NIPS (1)

Top co-authors

Chengting Yu (3) Aili Wang (3) Lei Liu (3) Gaoang Wang (2) Shu Yang (2) Hanzhi Ma (1) Xiaochen Zhao (1)

Keywords

spiking neural network (2) efficient training (1) knowledge distillation (1) neural network optimization (1) backpropagation through time (1) surrogate gradient (1) ann-snn conversion (1) rate coding (1) block-wise replacement (1) feature alignment (1) rate-based feature (1)

Papers

Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement CVPR 2025 Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment ICML 2025 Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation NIPS 2024