3 papers
cs.CL2017
Sound-Word2Vec: Learning Word Representations Grounded in Sounds
Ashwin K Vijayakumar, Ramakrishna Vedantam, Devi Parikh
To be able to interact better with humans, it is crucial for machines to understand sound - a primary modality of human perception. Previous works have used sound to learn embeddin…
cs.AI2016
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R. Selvaraju +4
Neural sequence models are widely used to model time-series data. Equally ubiquitous is the usage of beam search (BS) as an approximate inference algorithm to decode output sequenc…
cs.CV2015
We Are Humor Beings: Understanding and Predicting Visual Humor
Arjun Chandrasekaran, Ashwin K. Vijayakumar, Stanislaw Antol +4
Humor is an integral part of human lives. Despite being tremendously impactful, it is perhaps surprising that we do not have a detailed understanding of humor yet. As interactions…