anlimo1510

interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

awesome-productivity-cn

绝妙的个人生产力（Awesome Productivity - Chinese version）

ICCV2023-Papers-with-Code

ICCV 2023 论文和开源项目合集

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

LibFewShot

LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.

kinetics-dataset

TransT

Transformer Tracking (CVPR2021)

Awesome-Temporal-Action-Localization

A curated list of temporal action localization/detection and related area (e.g. temporal action proposal) resources.

DynamicViT

[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

pytorch-coviar

Compressed Video Action Recognition

Awesome-Temporal-Action-Detection-Temporal-Action-Proposal-Generation

Temporal Action Detection & Weakly Supervised Temporal Action Detection & Temporal Action Proposal Generation

Dynamic-Vision-Transformer

Accelerating T2t-ViT by 1.6-3.6x.

Deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

gtad

The official implementation of G-TAD: Sub-Graph Localization for Temporal Action Detection

ActionDetection-AFSD

Code for CVPR2021 paper "Learning Salient Boundary Feature for Anchor-free Temporal Action Localization"

TadTR

[TIP 2022] End-to-end Temporal Action Detection with Transformer

LambdaNetworks

Implementing Lambda Networks using Pytorch

pnp-detr

Implementation of ICCV21 paper: PnP-DETR: Towards Efficient Visual Analysis with Transformers

Mesa

This is the official PyTorch implementation for "Mesa: A Memory-saving Training Framework for Transformers".

SPViT

[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.

AdaFocusV2

RTD-Action

[ICCV 2021] Relaxed Transformer Decoders for Direct Action Proposal Generation

dataless-model-merging

Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)

RFNext

RF-Next: Efficient Receptive Field Search for CNN(TPAMI2022, CVPR2021) Try it, you wouldn't regret it!

vedatad

A single stage temporal action detection toolbox based on PyTorch

SAQ

This is the official PyTorch implementation for "Sharpness-aware Quantization for Deep Neural Networks".

A2Net

Revisiting Anchor Mechanisms for Temporal Action Localization (TIP 2020)

mcan-vqa-continuous-attention

TEAM-Net

Official Implementation of paper "TEAM-Net: Multi-modal Learning for VideoAction Recognition with Partial Decoding, BMVC 2021"