Search Results for author: Jyothir S V

Found 3 papers, 1 papers with code

Gradient-based Planning with World Models

no code implementations28 Dec 2023 Jyothir S V, Siddhartha Jalagam, Yann Lecun, Vlad Sobal

The enduring challenge in the field of artificial intelligence has been the control of systems to achieve desired behaviours.

Model Predictive Control

KEYword based Sampling (KEYS) for Large Language Models

no code implementations30 May 2023 Jyothir S V, Zuhaib Akhtar

In the research community, very little focus is on how humans generate answers to a question and how this behavior can be incorporated in a language model.

Knowledge Distillation Language Modelling +2

Joint Embedding Predictive Architectures Focus on Slow Features

1 code implementation20 Nov 2022 Vlad Sobal, Jyothir S V, Siddhartha Jalagam, Nicolas Carion, Kyunghyun Cho, Yann Lecun

Many common methods for learning a world model for pixel-based environments use generative architectures trained with pixel-level reconstruction objectives.

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