Bonsai: Gradient-free Graph Distillation for Node Classificationby Mridul Gupta, Samyak Jain, Vansh Ramani, Hariprasad Kodamana,…
A Kernel Perspective on Distillation-based Collaborative Learningby Sejun Park, Kihun Hong, Ganguk HwangFirst submitted to…
Model Mimic Attack: Knowledge Distillation for Provably Transferable Adversarial Examplesby Kirill Lukyanov, Andrew Perminov, Denis…
Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learningby Jiangtao Kong, Jiacheng…
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Stepby Mingyuan Zhou, Huangjie Zheng,…
MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projectionby Bokai Lin, Zihao Zeng, Zipeng Xiao, Siqi…
Optimizing YOLOv5s Object Detection through Knowledge Distillation algorithmby Guanming Huang, Aoran Shen, Yuxiang Hu, Junliang…
DDIL: Improved Diffusion Distillation With Imitation Learningby Risheek Garrepalli, Shweta Mahajan, Munawar Hayat, Fatih PorikliFirst…
Position: On-Premises LLM Deployment Demands a Middle Path: Preserving Privacy Without Sacrificing Model Confidentialityby Hanbo…
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Modelsby Zhengyang Yu, Zhaoyuan Yang, Jing…