Search Results for author: Albert Haque

Found 13 papers, 3 papers with code

Audio-Linguistic Embeddings for Spoken Sentences

1 code implementation20 Feb 2019 Albert Haque, Michelle Guo, Prateek Verma, Li Fei-Fei

We propose spoken sentence embeddings which capture both acoustic and linguistic content.

Decoder Emotion Recognition +5

Twitch Plays Pokemon, Machine Learns Twitch: Unsupervised Context-Aware Anomaly Detection for Identifying Trolls in Streaming Data

1 code implementation17 Feb 2019 Albert Haque

With the increasing importance of online communities, discussion forums, and customer reviews, Internet "trolls" have proliferated thereby making it difficult for information seekers to find relevant and correct information.

Clustering Contextual Anomaly Detection +1

Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference

no code implementations25 Nov 2018 Edward Chou, Josh Beal, Daniel Levy, Serena Yeung, Albert Haque, Li Fei-Fei

Homomorphic encryption enables arbitrary computation over data while it remains encrypted.

Cryptography and Security

Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images

no code implementations25 Nov 2018 Edward Chou, Matthew Tan, Cherry Zou, Michelle Guo, Albert Haque, Arnold Milstein, Li Fei-Fei

Computer-vision hospital systems can greatly assist healthcare workers and improve medical facility treatment, but often face patient resistance due to the perceived intrusiveness and violation of privacy associated with visual surveillance.

Action Recognition Privacy Preserving +2

Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions

no code implementations21 Nov 2018 Albert Haque, Michelle Guo, Adam S. Miner, Li Fei-Fei

This technology could be deployed to cell phones worldwide and facilitate low-cost universal access to mental health care.

Specificity speech-recognition +1

Conditional End-to-End Audio Transforms

no code implementations30 Mar 2018 Albert Haque, Michelle Guo, Prateek Verma

We present an end-to-end method for transforming audio from one style to another.

Recurrent Attention Models for Depth-Based Person Identification

no code implementations CVPR 2016 Albert Haque, Alexandre Alahi, Li Fei-Fei

We present an attention-based model that reasons on human body shape and motion dynamics to identify individuals in the absence of RGB information, hence in the dark.

Person Identification reinforcement-learning +2

RGB-W: When Vision Meets Wireless

no code implementations ICCV 2015 Alexandre Alahi, Albert Haque, Li Fei-Fei

Inspired by the recent success of RGB-D cameras, we propose the enrichment of RGB data with an additional "quasi-free" modality, namely, the wireless signal (e. g., wifi or Bluetooth) emitted by individuals' cell phones, referred to as RGB-W.

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