Categories

2DCNN

2020-07-22 论文笔记 -- Training Interpretable Convolutional Neural Networks by Differentiating Class specific Filters
2020-07-22 论文笔记 -- Learning to Learn Parameterized Classification Networks for Scalable Input Images

ActionRecognition

2020-09-11 3D卷积神经网络的架构搜索(二)
2020-09-07 3D卷积神经网络的架构搜索(一)
2020-08-11 论文笔记 -- Gate-Shift Networks for Video Action Recognition
2020-08-04 TSN(ECCV2016)论文复现(2)
2020-08-03 TSN(ECCV2016)论文复现(1)
2020-07-31 讲座笔记 -- TechBeat 关于细粒度动作识别的新探索 CUHK邵典
2020-07-29 论文笔记 -- Video Modeling with Correlation Networks
2020-07-18 论文笔记 -- Multi Modal Domain Adaptation for Fine-Grained Action Recognition
2020-07-06 论文笔记 -- Self-supervised Visual Feature Learning (Survey)
2020-07-03 论文笔记 -- Temporal Pyramid Network for Action Recognition
2020-06-27 论文笔记 -- Temporal Excitation and Aggregation for Action Recognition
2020-06-25 论文笔记 -- Learn to Mitigate Scene Bias in Action Recognition
2020-06-25 讲座笔记 -- VALSE Webinar Action Recognition (5)
2020-06-19 讲座笔记 -- VALSE Webinar Action Recognition (4)
2020-06-19 讲座笔记 -- VALSE Webinar Action Recognition (3)
2020-06-19 讲座笔记 -- VALSE Webinar Action Recognition (2)
2020-06-19 讲座笔记 -- VALSE Webinar Action Recognition (1)

CUDA

ContinualLearning

2020-07-27 论文笔记 -- Conditional Channel Gated Networks for Task-Aware Continual Learning

CourseNotes

2020-08-01 公开课笔记 -- PaddlePaddle顶会论文复现营 GAN理论详解

Freespace

2022-10-04 Polar-DETR：基于环视摄像系统的3D检测
2022-10-04 Occupancy Network Tesla AI Reference
2022-10-03 Exploring the Effects of Data Augmentation for Drivable Area Segmentation

GAN

2020-08-01 公开课笔记 -- PaddlePaddle顶会论文复现营 GAN理论详解

LectureNotes

2020-08-05 讲座笔记 -- VALSE2020在线大会网络架构设计与类脑
2020-07-31 讲座笔记 -- TechBeat 关于细粒度动作识别的新探索 CUHK邵典
2020-06-25 讲座笔记 -- VALSE Webinar Action Recognition (5)
2020-06-23 讲座笔记 -- VALSE Webinar Network Compression
2020-06-19 讲座笔记 -- VALSE Webinar Action Recognition (4)
2020-06-19 讲座笔记 -- VALSE Webinar Action Recognition (3)
2020-06-19 讲座笔记 -- VALSE Webinar Action Recognition (2)
2020-06-19 讲座笔记 -- VALSE Webinar Action Recognition (1)

MetaLearning

2020-07-22 论文笔记 -- Learning to Learn Parameterized Classification Networks for Scalable Input Images

NAS

2020-09-11 3D卷积神经网络的架构搜索(二)
2020-09-07 3D卷积神经网络的架构搜索(一)
2020-08-10 论文笔记 -- 网络架构搜索综述(HUAWEI 2020)

NetworkPruning

NetworkTrainingAcceleration

ObjectDetection

2020-07-28 论文笔记 -- HRNet

PaperNotes

2022-10-17 BEVFusion
2022-10-15 Lift, Splat, Shoot
2022-10-04 UniFormer
2022-10-04 Polar-DETR：基于环视摄像系统的3D检测
2022-10-04 Occupancy Network Tesla AI Reference
2022-10-03 Exploring the Effects of Data Augmentation for Drivable Area Segmentation
2020-09-11 3D卷积神经网络的架构搜索(二)
2020-09-07 3D卷积神经网络的架构搜索(一)
2020-08-11 论文笔记 -- Gate-Shift Networks for Video Action Recognition
2020-07-29 论文笔记 -- Video Modeling with Correlation Networks
2020-07-28 论文笔记 -- HRNet
2020-07-27 论文笔记 -- Conditional Channel Gated Networks for Task-Aware Continual Learning
2020-07-22 论文笔记 -- Training Interpretable Convolutional Neural Networks by Differentiating Class specific Filters
2020-07-22 论文笔记 -- Learning to Learn Parameterized Classification Networks for Scalable Input Images
2020-07-21 论文笔记 -- A Privacy Preserving DNN Pruning and Mobile Acceleration Framework
2020-07-19 论文笔记 -- EagleEye Fast Subnet Evaluation for Efficient Neural Network Pruning
2020-07-18 论文笔记 -- Multi Modal Domain Adaptation for Fine-Grained Action Recognition
2020-07-06 论文笔记 -- Self-supervised Visual Feature Learning (Survey)
2020-07-03 论文笔记 -- Temporal Pyramid Network for Action Recognition
2020-06-28 论文笔记 -- Low Memory Neural Network Training (A Technique Report)
2020-06-28 论文笔记 -- GPipe Efficient Training of Giant Neural Networks using Pipeline Parallelism
2020-06-27 论文笔记 -- Temporal Excitation and Aggregation for Action Recognition
2020-06-26 论文笔记 -- Squeeze and Excitation Networks
2020-06-25 论文笔记 -- Learn to Mitigate Scene Bias in Action Recognition
2020-06-17 论文笔记 -- Freeout：Accelerate Training by Progressively Freezing Layers
2020-06-17 论文笔记 -- Deep Networks with Stochastic Depth (ECCV2016 Spotlight)
2020-06-16 论文笔记 -- What is the State of Neural Network Pruning? (MLSys2020)

PoseEstimation

2020-07-28 论文笔记 -- HRNet

ReadingNotes

Transformer

2020-08-04 BERT相关知识整理
2020-08-02 Transformer相关知识整理

VALSE2020

Vision Foundation Model

2023-04-06 Segment Anything Demo

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Blog Categories

2DCNN 2
ActionRecognition 17
CUDA 7
ContinualLearning 1
CourseNotes 1
Freespace 3
GAN 1
LectureNotes 8
MetaLearning 1
NAS 3
NetworkPruning 4
NetworkTrainingAcceleration 4
ObjectDetection 1
PaperNotes 27
PoseEstimation 1
ReadingNotes 11
Transformer 2
VALSE2020 3
Vision Foundation Model 1