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Meta
Meta
科技百花 2023-08-31 09:26:30
FACET: Fairness in Computer Vision Evaluation Benchmark

FACET: Fairness in Computer Vision Evaluation Benchmark

AbstractComputer vision models have known performance disparities across attributes such as gender a...

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Meta
Meta
nightclub 2023-08-24 09:47:17
Code Llama: Open Foundation Models for Code

Code Llama: Open Foundation Models for Code

AbstractWe release Code Llama, a family of large language models for code based on Llama 2 providing...

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Meta
Meta
nightclub 2023-08-22 13:28:18
SeamlessM4T—Massively Multilingual & Multimodal Machine Translation

SeamlessM4T—Massively Multilingual & Multimodal Machine Translation

AbstractWhat does it take to create the Babel Fish, a tool that can help individuals translate speec...

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Meta
Meta
科技百花 2023-08-21 11:04:44
SONAR: Sentence-Level Multimodal and Language-Agnostic Representations

SONAR: Sentence-Level Multimodal and Language-Agnostic Representations

AbstractWe introduce SONAR, a new multilingual and multimodal fixed-size sentence embedding space. O...

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Meta
Meta
科技百花 2023-08-19 13:52:16
MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation

MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translation

AbstractWe introduce MuAViC, a multilingual audio-visual corpus for robust speech recognition and ro...

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Meta
Meta
nightclub 2023-08-19 12:32:54
EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis

EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis

AbstractRecent work has shown that it is possible to resynthesize high-quality speech based, not on ...

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Meta
Meta
大话互联网 2023-08-14 10:06:00
Multi-Head State Space Model for Speech Recognition

Multi-Head State Space Model for Speech Recognition

AbstractState space models (SSMs) have recently shown promising results on small-scale sequence and ...

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Meta
Meta
科技百花 2023-08-14 09:12:48
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding

Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding

AbstractEnd-to-end (E2E) spoken language understanding (SLU) systems that generate a semantic parse ...

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IBM
IBM
大话互联网 2023-08-06 10:34:03
Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution

Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution

View codeAbstractWe address the task of probabilistic anomaly attribution in the black-box regressio...

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IBM
IBM
科技百花 2023-08-06 10:16:28
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting

TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting

Download paperAbstractTransformers have gained popularity in time series forecasting for their abili...

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OpenAI
OpenAI
科技百花 2023-08-01 09:28:48
Confidence-Building Measures for Artificial Intelligence: Workshop proceedings

Confidence-Building Measures for Artificial Intelligence: Workshop proceedings

Read paperAbstractFoundation models could eventually introduce several pathways for undermining stat...

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IBM
IBM
nightclub 2023-07-24 15:58:20
Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning

Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning

Download paperAbstractDespite the impressive performance recently achieved by automatic speech recog...

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