gorjanradevski

proper-calibration-error

Codebase for "Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors", published at AISTATS 2024.

prismatic-vlms

A flexible and efficient codebase for training visually-conditioned language models (VLMs)

chug

Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.

CrIBo

This repo contains the code for the ICLR 2024 paper: "CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping".

Babel-ImageNet

tensordict

TensorDict is a pytorch dedicated tensor container.

calibration-object-detection

Codebase for "Beyond Classification: Definition and Density-based Estimation of Calibration in Object Detection", published at WACV 2024.

WEHI-ResearchComputing.github.io

This is the website for the RCP at WEHI

abstention

Algorithms for abstention, calibration and domain adaptation to label shift.

SynthIE

The data and the PyTorch implementation for the models and experiments in the paper "Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction".

fact-linking

Codebase for "Linking Surface Facts to Large-Scale Knowledge Graphs" (EMNLP 2023)

AdaSim

This repo contains the code for the ICCV 2023 paper: "Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning".

global-local-self-distillation

This repo contains the code for the WACV 2023 paper Global-Local Self-Distillation for Visual Representation Learning.

motion-prediction-tim

This repo contains the code for the ACCV 2020 paper Motion Prediction using Temporal Inception Module.

CrOC

This repo contains the code for the CVPR 2023 paper: "CrOC : Cross-View Online Clustering for Dense Visual Representation Learning".

mBLIP

indexed_gzip

Fast random access of gzip files in Python

wikimapper

Mapping Wikipedia pages to Wikidata IDs and vice versa.

faiss

A library for efficient similarity search and clustering of dense vectors.

confidence-intervals

Official code repository for "Distribution-Independent Confidence Intervals for the Eigendecomposition of Covariance Matrices via the Eigenvalue-Eigenvector Identity" (ICML 2021 Workshop on Distribution-Free Uncertainty Quantification).

explanatory-guided-learning

Codebase for “Machine Guides, Human Supervises: Interactive Learning with Global Explanations”.

ece-kde

Codebase for "A Consistent and Differentiable Lp Canonical Calibration Error Estimator", published at NeurIPS 2022.

revisiting-spatial-temporal-layouts

Codebase for "Revisiting spatio-temporal layouts for compositional action recognition" (Oral at BMVC 2021).

pixel

Research code for pixel-based encoders of language (PIXEL)

rezero

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

refer

Referring Expression Datasets API

MTCN

Implementation of "With a Little Help from my Temporal Context: Multimodal Egocentric Action Recognition, BMVC, 2021" in PyTorch

scene_graph_benchmark

image scene graph generation benchmark

startjekyll

An example and guide to getting started with Jekyll and static site generators.

ConvNeXt

Code release for ConvNeXt model