Todo-list

This is my todo list and some useful materials

Video action recognition benchmark compilation

2020-7-20

Tasks

• Check out GANs for sequential data modeling

Reading

Papers related to video action recognition

• A Closer Look at Spatiotemporal Convolutions for Action Recognition. CVPR 2018
• What Makes Training Multi-modal Classification Networks Hard? CVPR 2020
• Video Classification with Channel-Separated Convolutional Networks. ICCV 2019
• Video Modeling with Correlation Networks. CVPR 2020

Papers related to few-shot and continual learning

• Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications. CVPR 2020
• Few-Shot Video Classification via Temporal Alignment. CVPR 2020
• Modeling the Background for Incremental Learning in Semantic Segmentation. CVPR 2020
• Generalized Many-Way Few-Shot Video Classification

Papers related to gestures

• Low-latency hand gesture recognition with a low resolution thermal imager
• Monocular Real-time Hand Shape and Motion Capture using Multi-modal Data

Dynamic video sensor

• Event-based Vision: A Survey. TPAMI 2020
• Useful links to dynamic video sensor DVS video, DVS128 Gesture Dataset, NavGesture dataset