Search Results for author: Saachi Jain

Found 3 papers, 1 papers with code

A Mechanism for Producing Aligned Latent Spaces with Autoencoders

no code implementations29 Jun 2021 Saachi Jain, Adityanarayanan Radhakrishnan, Caroline Uhler

Aligned latent spaces, where meaningful semantic shifts in the input space correspond to a translation in the embedding space, play an important role in the success of downstream tasks such as unsupervised clustering and data imputation.


Learning to Speak and Act in a Fantasy Text Adventure Game

no code implementations IJCNLP 2019 Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston

We analyze the ingredients necessary for successful grounding in this setting, and how each of these factors relate to agents that can talk and act successfully.

MASA: Motif-Aware State Assignment in Noisy Time Series Data

1 code implementation6 Sep 2018 Saachi Jain, David Hallac, Rok Sosic, Jure Leskovec

Such data can be interpreted as a sequence of states, where each state represents a prototype of system behavior.

Time Series

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