Deep Learning

Next Frame Prediction in Video Sequence
Predicting segmentation mask of next 11 frames of a video given the first 11 frames. The dataset features synthetic videos with interacting 3D shapes.
Charvi Gupta, Anisha Bhattnagar, Anoushka Gupta
May 2, 2023 Deep Learning, Self Supervised Learning, Computer Vision
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Next Frame Prediction in Video Sequence
Evaluating different training methods on QA datasets
We aim to compare and contrast a variety of training configurations on the task of fine tuning a T5 model on QA datasets (BioQA and GSM) to understand their performance
Charvi Gupta, Rushabh Musthyala
Dec 2, 2022 Large Language Model, GPU Training, Deep Learning
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Evaluating different training methods on QA datasets
Understanding Data and Model Parallelism for training large networks
Summary of PipeDream and PipeDream-2BW training systems for large scale models
Charvi Gupta
Oct 27, 2022 Deep Learning, Model Training
Blog Presentation
Example Project
An example of using the in-built project page.
Apr 27, 2016
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Example Project