wayne980

dense-video-captioning-pytorch

Second-place solution to dense video captioning task in ActivityNet Challenge (CVPR 2020 workshop)

densecap

GSMN

Implementation of our CVPR2020 paper, Graph Structured Network for Image-Text Matching

FewShotWithoutForgetting

SKD

SKD : Self-supervised Knowledge Distillation for Few-shot Learning

Hyperbolic_ZSL

Hyperbolic Visual Embedding Learning for Zero-Shot Recognition (CVPR 2020)

research-xbm

XBM: Cross-Batch Memory for Embedding Learning

Hadamard-Matrix-for-hashing

CVPR2020/TNNLS2023: Central Similarity Quantization/Hashing for Efficient Image and Video Retrieval

dual_encoding

[CVPR2019] Dual Encoding for Zero-Example Video Retrieval

hgr_v2t

Code accompanying the paper "Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning".

Text-to-Clip_Retrieval

Implementation for "Multilevel Language and Vision Integration for Text-to-Clip Retrieval"

CVPR2024-Papers-with-Code

CVPR 2024 论文和开源项目合集

Fewshot_Detection

Few-shot Object Detection via Feature Reweighting

meta-weight-net

NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).

CircleLoss

Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

iccv2019-triplet-loss

Implementation of method described in http://openaccess.thecvf.com/content_ICCV_2019/papers/Le_Cacheux_Modeling_Inter_and_Intra-Class_Relations_in_the_Triplet_Loss_for_ICCV_2019_paper.pdf

awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

simclr

SimCLR - A Simple Framework for Contrastive Learning of Visual Representations

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

ZSL_ABP

Code for the paper ICCV'19 "Learning Feature-to-Feature Translator by Alternating Back-Propagation for Zero-Shot Learning"

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

gen-efficientnet-pytorch

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

metric-learn

Metric learning algorithms in Python

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

ZeroShotKnowledgeTransfer

Accompanying code for the paper "Zero-shot Knowledge Transfer via Adversarial Belief Matching"

CADA-VAE-PyTorch

Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)

imgclsmob

Sandbox for training deep learning networks

handong1587.github.io

PyTorch-Spectral-clustering

[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch