Video-Language Continual Learning Benchmark

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-…

Video embeddings for retrieval with natural language queries

An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval"

code for TCL: Vision-Language Pre-Training with Triple Contrastive Learning, CVPR 2022

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

An open source framework for research in Embodied-AI from AI2.

ALFRED - A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.

Self-Supervised Monocular Scene Flow Estimation (CVPR 2020)

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

PyTorch implementation of Grad-CAM

This repository contains code for our publication "Occupancy Anticipation for Efficient Exploration and Navigation" in ECCV 2020.

Vision-and-Language Navigation in Continuous Environments using Habitat

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Gradually-Warmup Learning Rate Scheduler for PyTorch

Datasets, Transforms and Models specific to Computer Vision

1D interpolation for pytorch

Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video (NeurIPS 2019)

Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"

AI Research Platform for Reinforcement Learning from Real Panoramic Images.

Converts profiling output to a dot graph.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Code for SplitNet paper

Navigation agent with Bayesian relational memory in the House3D environment

A curated list of neural architecture search (NAS) resources.

Files that I find useful in my projects.