shivam-chandhok

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

wgan-gp

A pytorch implementation of Paper "Improved Training of Wasserstein GANs"

OWOD

(CVPR 2021 Oral) Open World Object Detection

visprog

Official code for VisProg (CVPR 2023 Best Paper!)

OpenAI-CLIP

Simple implementation of OpenAI CLIP model in PyTorch.

pytorch-cnn-adversarial-attacks

Pytorch implementation of convolutional neural network adversarial attack techniques

CADA-VAE-PyTorch

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

IPViT

Official repository for "Intriguing Properties of Vision Transformers" (NeurIPS 2021--Spotlight)

concept-fusion

Code release for ConceptFusion [RSS 2023]

18.065_lecture_notes

lecture notes of "Matrix Methods in Data Analysis, Signal Processing, and Machine Learning"

opl

Official repository for "Orthogonal Projection Loss" (ICCV'21)

LLM-groundedVideoDiffusion

[ICLR 2024] LLM-grounded Video Diffusion Models (LVD): official implementation for the LVD paper

ViT_OOD_generalization

deep-active-learning-pytorch

A PyTorch toolkit with 8 popular deep active learning query methods implemented.

ali-pytorch

PyTorch implementation of Adversarially Learned Inference (BiGAN).

ATViT

Official repository for "On Improving Adversarial Transferability of Vision Transformers" (ICLR 2022--Spotlight)

CuMix

Official code for "Towards Recognizing Unseen Categories in Unseen Domains"

GBML

A collection of Gradient-Based Meta-Learning Algorithms with pytorch

ELI

(CVPR 2022) Energy-based Latent Aligner for Incremental Learning

TailCalibX

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

Wasserstein-BiGAN

Wasserstein BiGAN (Bidirectional GAN trained using Wasserstein distance)

AFC-GAN

Alleviating Feature Confusion for Generative Zero-shot Learning, ACM MM 2019

shape_texture_neuron

ACWGAN

An implementation of ACGAN with adversarial loss and training algorithm from Improved WGAN.

Plotting-multidimensional-vectors-using-t-SNE

Adversarial-Joint-Distribution-Learning-for-Novel-Class-Sketch-Based-ImageRetrieval

We propose a new framework for ZS-SBIR that models joint distribution between the sketch and image domain using a generative adversarial network.

Semantically-Aligned-Bias-Reducing-Zero-Shot-Learning

Official Github repository for Semantically Aligned Bias Reducing ZSL

dl-colorize

deep learning image colorization

Domain-generalization

All about domain generalization