Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

[ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning"

Offical implementation of MSFA and release of SARDet_100K dataset for Large-Scale Synthetic Aperture Radar (SAR) Object Detection

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

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

LisGAN, Leveraging the Invariant Side of Generative Zero-Shot Learning, CVPR 2019

Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning

[ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration

Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Implementation of "EM Simulation-Aided Zero-Shot Learning for SAR Automatic Target Recognition".

[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".