Harman Singh's Projects
Code for the 4-Legged-Walking robot, developed for ROBOCON 2019
Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs
Open source code for AlphaFold.
Updated figures for "A benchmarking of WGS-based structural variant callers" paper
A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
CLEVR_HYP: A Challenge Dataset and Baselines forVisual Question Answering with Hypothetical Actions over Images
ML assignments
Run VSCode (codeserver) on Google Colab or Kaggle Notebooks
Code repository for learning common sense knowledge for robot task planning. Contains simulation environment, data sets and models for learning tool use for a robot platform.
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
Relevant papers in Continual Learning
This is the official implementation of NeurIPS 2021 "One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval".
Discretized Integrated Gradients for Explaining Language Models (EMNLP 2021)
A repo for the BAMStats command, used as the tutorial for Dockstore
Toolkit for Elevater Benchmark
A collection of (mostly) technical things every software developer should know
Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models
starter from "How to Train a GAN?" at NIPS2016
Code to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"
Scripts to generate the CoDraw and i-CLEVR datasets used for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"
Quick demos using the Toolkit
Continuum Learning with GEM: Gradient Episodic Memory
code for website
A simple script to extract scores of publicly available ICLR submissions from OpenReview.