Zobrazeno 1 - 10
of 602
pro vyhledávání: '"Jain, Rishabh"'
Autor:
Jain, Rishabh, Bhasi, Vivek M., Jog, Adwait, Sivasubramaniam, Anand, Kandemir, Mahmut T., Das, Chita R.
Personalized recommendation is a ubiquitous application on the internet, with many industries and hyperscalers extensively leveraging Deep Learning Recommendation Models (DLRMs) for their personalization needs (like ad serving or movie suggestions).
Externí odkaz:
http://arxiv.org/abs/2410.22249
Autor:
Hamann, Hendrik F., Brunschwiler, Thomas, Gjorgiev, Blazhe, Martins, Leonardo S. A., Puech, Alban, Varbella, Anna, Weiss, Jonas, Bernabe-Moreno, Juan, Massé, Alexandre Blondin, Choi, Seong, Foster, Ian, Hodge, Bri-Mathias, Jain, Rishabh, Kim, Kibaek, Mai, Vincent, Mirallès, François, De Montigny, Martin, Ramos-Leaños, Octavio, Suprême, Hussein, Xie, Le, Youssef, El-Nasser S., Zinflou, Arnaud, Belyi, Alexander J., Bessa, Ricardo J., Bhattarai, Bishnu Prasad, Schmude, Johannes, Sobolevsky, Stanislav
Foundation models (FMs) currently dominate news headlines. They employ advanced deep learning architectures to extract structural information autonomously from vast datasets through self-supervision. The resulting rich representations of complex syst
Externí odkaz:
http://arxiv.org/abs/2407.09434
Video is an increasingly prominent and information-dense medium, yet it poses substantial challenges for language models. A typical video consists of a sequence of shorter segments, or shots, that collectively form a coherent narrative. Each shot is
Externí odkaz:
http://arxiv.org/abs/2405.20648
Autor:
Cosache, Gabriel, Salgado, Francisco, Rotariu, Cosmin, Sterpu, George, Jain, Rishabh, Corcoran, Peter
An overview is given of the DAVID Smart-Toy platform, one of the first Edge AI platform designs to incorporate advanced low-power data processing by neural inference models co-located with the relevant image or audio sensors. There is also on-board c
Externí odkaz:
http://arxiv.org/abs/2311.11030
Contemporary Human Computer Interaction (HCI) research relies primarily on neural network models for machine vision and speech understanding of a system user. Such models require extensively annotated training datasets for optimal performance and whe
Externí odkaz:
http://arxiv.org/abs/2311.06307
Autor:
Jain, Rishabh, Corcoran, Peter
Speech synthesis technology has witnessed significant advancements in recent years, enabling the creation of natural and expressive synthetic speech. One area of particular interest is the generation of synthetic child speech, which presents unique c
Externí odkaz:
http://arxiv.org/abs/2311.04313
Automatic Speech Recognition (ASR) systems have progressed significantly in their performance on adult speech data; however, transcribing child speech remains challenging due to the acoustic differences in the characteristics of child and adult voice
Externí odkaz:
http://arxiv.org/abs/2311.04936
Bodily behavioral language is an important social cue, and its automated analysis helps in enhancing the understanding of artificial intelligence systems. Furthermore, behavioral language cues are essential for active engagement in social agent-based
Externí odkaz:
http://arxiv.org/abs/2309.10765
Autor:
Jain, Rishabh
Interpretability and explainability of neural networks is continuously increasing in importance, especially within safety-critical domains and to provide the social right to explanation. Concept based explanations align well with how humans reason, p
Externí odkaz:
http://arxiv.org/abs/2309.03970