Contents
Active Learning
Active Pointly-Supervised Instance Segmentation • Jul 6, 2022
Continual Learning
Continual dynamic networks • Jul 14, 2022
domain adaptation
Dynamic Neural Networks in Domain Adaptation • Sep 15, 2021
dynamic
Dynamic neural networks in semantic segmentation • Jun 30, 2021
Dynamic Kernel
Dynamic Kernel for Instance and Panoptic Segmentation • Aug 4, 2021
Dynamic Neural Network in Quantization
Dynamic Neural Network in Quantization • Sep 22, 2021
dynamic neural networks
Dynamic Neural Networks in Domain Adaptation • Sep 15, 2021
Dynamic Neural Networks in Super-resolution • Sep 8, 2021
dynamic token in ViT • Mar 9, 2022
ensemble learning
Ensemble Learning for Long-Tailed Visual Recognition • Jan 5, 2022
image coding for machine
Image Coding for Machine • Jan 19, 2022
invited-talk
高效视频内容识别 • Jul 21, 2021
jupyter
Language Model
Black-Box Tuning for Language-Model-as-a-Service • Aug 10, 2022
Long tailed
Ensemble Learning for Long-Tailed Visual Recognition • Jan 5, 2022
markdown
Masked Image Modeling
Masked Image Modeling for Unsupervised Representation Learning • Nov 24, 2021
MIM
Masked Image Modeling for Self-supervised Learning • Jun 15, 2022
Model Architecture
How to integrate Convolution and Self-attention • Aug 17, 2022
MoE
Mixture of Experts (MoE): a brief introduction • Jun 22, 2022
NAS
动态神经网络算子运行速度优化 • Oct 5, 2022
Parameter Efficient Transfer Learning • Sep 21, 2022
Differentiable Neural Architecture Search: Challenges and Solutions • Apr 20, 2022
Pruning
The Lottery Ticket Hypothesis: A Breif Introduction • Sep 14, 2022
Pseudo-label
Short Overview of Pseudo-label • Aug 25, 2021
segmentation
Dynamic and Hardware Implementations • Dec 29, 2021
Introduction to Efficient Spiking Neural Network • Aug 18, 2021
Short Overview of Instance Level and Pixel Level Segmentation in Video • Aug 11, 2021
Dynamic neural networks in semantic segmentation • Jun 30, 2021
self_supervised_learning
Introduction to Contrastive Learning • Jul 7, 2021
semi-supervisied
Short Overview of Pseudo-label • Aug 25, 2021
StyleGAN
GAN-based image synthesis and editing • Aug 31, 2022
super-resolution
Dynamic Neural Networks in Super-resolution • Sep 8, 2021
Beyond Visual Backbone, Transformer as Head • Dec 1, 2021
VG
3D Visual Grounding • Apr 27, 2022
Video
Dynamic and Hardware Implementations • Dec 29, 2021
Introduction to Efficient Spiking Neural Network • Aug 18, 2021
Short Overview of Instance Level and Pixel Level Segmentation in Video • Aug 11, 2021
Vision-Language
Vision-Language Model Guided Training • Jul 27, 2022