Meta AI

276 results for "robustness"

Publication

March 25, 2025

Integrity

Speech & Audio

Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification

Wassim (Wes) Bouaziz, El Mahdi El Mhamdi, Nicolas Usunier

March 25, 2025

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Publication

March 24, 2025

Integrity

Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning

Wassim (Wes) Bouaziz, Nicolas Usunier, El Mahdi El Mhamdi

March 24, 2025

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Publication

January 02, 2025

Core Machine Learning

A Structure-Aware Framework for Learning Device Placements on Computation Graphs

Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Panagiotis Kyriakis, Nesreen K. Ahmed, Peiyu Zhang, Guixiang Ma, Mihai Capota, Shahin Nazarian, Theodore L. Willke, Paul Bogdan

January 02, 2025

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Publication

December 12, 2024

NLP

Byte Latent Transformer: Patches Scale Better Than Tokens

Artidoro Pagnoni, Ram Pasunuru, Pedro Rodriguez, John Nguyen, Benjamin Muller, Margaret Li, Chunting Zhou, Lili Yu, Jason Weston, Luke Zettlemoyer, Gargi Ghosh, Mike Lewis, Ari Holtzman, Srini Iyer

December 12, 2024

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Publication

December 12, 2024

Computer Vision

EvalGIM: A Library for Evaluating Generative Image Models

Melissa Hall, Oscar Mañas, Reyhane Askari, Mark Ibrahim, Candace Ross, Pietro Astolfi, Tariq Berrada Ifriqi, Marton Havasi, Yohann Benchetrit, Karen Ullrich, Carolina Braga, Abhishek Charnalia, Maeve Ryan, Mike Rabbat, Michal Drozdzal, Jakob Verbeek, Adriana Romero Soriano

December 12, 2024

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Publication

December 11, 2024

Computer Vision

Video Seal: Open and Efficient Video Watermarking

Pierre Fernandez, Hady Elsahar, Zeki Yalniz, Alexandre Mourachko

December 11, 2024

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Publication

November 20, 2024

Conversational AI

Computer Vision

Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations

Jianfeng Chi, Ujjwal Karn, Hongyuan Zhan, Eric Smith, Javier Rando, Yiming Zhang, Kate Plawiak, Zacharie Delpierre Coudert, Kartikeya Upasani, Mahesh Pasupuleti

November 20, 2024

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Publication

June 05, 2024

Speech & Audio

Proactive Detection of Voice Cloning with Localized Watermarking

Robin San Romin, Pierre Fernandez, Hady Elsahar, Alexandre Deffosez, Teddy Furon, Tuan Tran

June 05, 2024

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Publication

May 06, 2024

Conversational AI

NLP

GAIA: a benchmark for general AI assistants

Gregoire Mialon, Yann LeCun, Thomas Scialom, Clémentine Fourrier, Thomas Wolf

May 06, 2024

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Publication

April 30, 2024

Reinforcement Learni9ng

Multi-Agent Diagnostics for Robustness via Illuminated Diversity

Mikayel Samvelyan, Minqi Jiang, Davide Paglieri, Jack Parker-Holder, Tim Rocktäschel

April 30, 2024

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Publication

February 21, 2024

Integrity

NLP

Watermarking Makes Language Models Radioactive

Tom Sander, Pierre Fernandez, Alain Durmus, Matthijs Douze, Teddy Furon

February 21, 2024

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Publication

January 25, 2024

Computer Vision

LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks

Felix Xu, Di Lin, Jianjun Zhao, Jianlang Chen, Lei Ma, Qing Guo, Wei Feng, Xuhong Ren

January 25, 2024

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Person

Abhimanyu Dubey

Menlo Park, United States

Abhimanyu is a Research Scientist at Facebook AI Research working on problems in machine learning. He received his Ph.D. in 2021 from the Massachusetts ...

Research Area:

Computer Vision

Human & Machine Intelligence

Person

Arman Zharmagambetov

Menlo Park, United States

Arman Zharmagambetov is a Research Scientist in the Fundamental AI Research (FAIR) team at Meta. His research primarily focuses on machine learning and ...

Research Area:

Core Machine Learning

Person

Chuan Guo

Menlo Park, United States

Chuan is a research scientist at Facebook AI Research. His research focuses on machine learning safety, working towards a principled resolution of the r...

Research Area:

Responsible AI

Computer Vision

Person

Mark Ibrahim

New York City, United States

How do we encode our intuitive ability to recognize the same dog while it's jumping during the day or hiding behind a tree at night? Mark is interested ...

Research Area:

Computer Vision

Core Machine Learning

Person

Vítor Albiero

Menlo Park, United States

Vítor is a Research Scientist in the Trust team at GenAI. He received his Ph.D. from the University of Notre Dame. His research interests lie in the fi...

Research Area:

Computer Vision

Blog

April 17, 2025

Open Source

Advancing AI systems through progress in perception, localization, and reasoning

Meta FAIR is releasing several new research artifacts that advance our understanding of perception and support our goal of achieving advanced machine intelligence (AMI).

April 17, 2025

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Blog

March 12, 2025

Open Source

How Smartly is improving customer service and automating technical support with generative AI

Smartly, a digital advertising platform, harnesses the power of AI to scale ads across channels.

March 12, 2025

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Blog

March 05, 2025

Open Source

How Sofya is taking clinical reasoning to the next level with Llama

Sofya turned to Llama with the goal of fostering the development of healthcare solutions in Brazil and Latin America.

March 05, 2025

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Blog

July 13, 2023

Research

ML Applications

Improving fairness and robustness in speech recognition

Our privacy-preserving approach improves the robustness and fairness of an automatic speech recognition system by using an unsupervised clustering method.

July 13, 2023

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Blog

August 31, 2023

Computer Vision

Announcing the commercial relicensing and expansion of DINOv2, plus the introduction of FACET

Learn how Meta continues to embrace open source to push the state of the art forward while taking steps to uncover and confront systemic injustices and help pave the way toward a more equitable future.

August 31, 2023

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Blog

November 30, 2023

Research

NLP

Audiobox: Generating audio from voice and natural language prompts

Audiobox is Meta’s new foundation research model for audio generation.

November 30, 2023

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Blog

November 30, 2023

Research

FAIR progress and learnings across socially responsible AI research

Today, we’re excited to share more about the approach we’re taking in Meta’s Fundamental Artificial Intelligence Research (FAIR) team to build socially responsible AI.

November 30, 2023

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Blog

December 04, 2023

Research

Open Source

Introducing the AI Alliance

AI Alliance Launches as an International Community of Leading Technology Developers, Researchers, and Adopters Collaborating Together to Advance Open, Safe, Responsible AI

December 04, 2023

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Blog

August 02, 2023

Research

Open Source

AudioCraft: A simple one-stop shop for audio modeling

AudioCraft is a simple framework that generates high-quality, realistic audio and music from text-based user inputs after training on raw audio signals as opposed to MIDI or piano rolls.

August 02, 2023

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Blog

August 24, 2023

Developer Tools

NLP

Introducing Code Llama, a state-of-the-art large language model for coding

Code Llama, which is built on top of Llama 2, is free for research and commercial use.

August 24, 2023

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Blog

October 06, 2023

Research

Stable Signature: A new method for watermarking images created by open source generative AI

Invisible watermarking incorporates information into digital content. The watermark is invisible to the naked eye but can be detected by algorithms—even if people edit the images.

October 06, 2023

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Blog

October 20, 2023

Research

Embodied AI: Toward effective collaboration between humans and socially intelligent robots

Today, we’re announcing three major advancements toward the development of social embodied AI agents that can cooperate with and assist humans in their daily lives.

October 20, 2023

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