avinashsai

Attention-based-CNN-for-sentence-classification

Implementation of Attention based CNN for sentence classification https://www.isca-speech.org/archive/Interspeech_2016/pdfs/0354.PDF

BERT-Aspect

BERT Fine-tuning for Aspect Based Sentiment Analysis

Focal-Loss-based-classification

Focal loss is used instead of Cross Entropy Loss for classification

NILM

Code for the EMNLP 2022 paper

catalyst

Accelerated deep learning R&D

gluon-nlp

NLP made easy

ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

serve

Serve, optimize and scale PyTorch models in production

avinashsai/BERT-Aspect

BERT Fine-tuning for Aspect Based Sentiment Analysis

avinashsai/NILM

Code for the EMNLP 2022 paper

avinashsai/avinashsai.github.io

Personal Website. Taken from https://jonbarron.info/.

avinashsai/doc2vec

Text classification using Doc2Vec

avinashsai/AdvancedOptML

CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning

avinashsai/awesome-quantum-software

Curated list of open-source quantum software projects.

avinashsai/Awesome_Prompting_Papers_in_Computer_Vision

A curated list of prompt-based paper in computer vision and vision-language learning.

avinashsai/ColossalAI

Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training

avinashsai/datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

avinashsai/DSTC8-AVSD

We rank the 1st in DSTC8 Audio-Visual Scene-Aware Dialog competition. This is the source code for our IEEE/ACM TASLP (AAAI2020-DSTC8-AVSD) paper "Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog".

avinashsai/evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

avinashsai/examples

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

avinashsai/llm-seminar

Seminar on Large Language Models (COMP790-101 at UNC Chapel Hill, Fall 2022)

avinashsai/MCQ

Official code for "Bridging Video-text Retrieval with Multiple Choice Questions", CVPR 2022 (Oral).

avinashsai/metrics

Machine learning metrics for distributed, scalable PyTorch applications.

avinashsai/MML

Code for the accepted CVPR 2023 workshop paper.

avinashsai/onnx

Open standard for machine learning interoperability

avinashsai/ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

avinashsai/Programming-Language-Concepts

avinashsai/pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

avinashsai/Screening-exercise

avinashsai/SentAugment

SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in combination with self-training and knowledge-distillation, or for retrieving paraphrases.

avinashsai/serve

Model Serving on PyTorch

avinashsai/slot-gpt

Code for the paper journal of multimedia tools and applications

avinashsai/temp

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

avinashsai/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

avinashsai/ViRED

Code for the ACM Multimedia 2022 paper.

avinashsai/vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

avinashsai/affectiveVisDial

avinashsai/multimodal_cognitive_ai

research work on multimodal cognitive ai