Канал: USC Information Sciences Institute

“Today you have to do AI combined with some other field to be relevant”

“Today you have to do AI combined with some other field to be relevant”

Nexa AI – Functional Tokens for On-device Multimodal Models

Nexa AI – Functional Tokens for On-device Multimodal Models

“If you study AI you need to be curious and not pay attention to the noise”

“If you study AI you need to be curious and not pay attention to the noise”

On Robustness and Generative Modeling

On Robustness and Generative Modeling

“AI could be an advisor to someone who does not have a support system”

“AI could be an advisor to someone who does not have a support system”

"There is no end goal for AI ethics, there will always be something new to mitigate"

"There is no end goal for AI ethics, there will always be something new to mitigate"

Human-AI Interaction: From Supporting Surgical Training to Inspecting Social Bias in LLMs

Human-AI Interaction: From Supporting Surgical Training to Inspecting Social Bias in LLMs

“I worry that AI will be used to manipulate large groups of people”

“I worry that AI will be used to manipulate large groups of people”

AI for Fostering Constructive Online Conversations

AI for Fostering Constructive Online Conversations

"AIs will give you answers even if they don’t know"

"AIs will give you answers even if they don’t know"

Causal Inference to Inform Curation Practices in Online Platforms

Causal Inference to Inform Curation Practices in Online Platforms

Event Extraction for Epidemic Prediction

Event Extraction for Epidemic Prediction

Understanding LLMs through their Generative Behavior, Successes and Shortcomings

Understanding LLMs through their Generative Behavior, Successes and Shortcomings

“We need to determine who is responsible when AI makes a mistake”

“We need to determine who is responsible when AI makes a mistake”

Staring into the Abyss and Eating Glass: Presentation by Rajiv Maheswaran

Staring into the Abyss and Eating Glass: Presentation by Rajiv Maheswaran

How to Steal ChatGPT’s Embedding Size, and Other Low-rank Logit Tricks

How to Steal ChatGPT’s Embedding Size, and Other Low-rank Logit Tricks

AI in Structural Biology: Roots of Success

AI in Structural Biology: Roots of Success

DeLLMa: A Framework for Decision Making Under Uncertainty with Large Language Models

DeLLMa: A Framework for Decision Making Under Uncertainty with Large Language Models

“The talk around AI replacing us is the most misunderstood concept in AI”

“The talk around AI replacing us is the most misunderstood concept in AI”

Multimodal Machine Intelligence and Health

Multimodal Machine Intelligence and Health

“I love OpenAI tools. They save me so much time, I call her Chatty”

“I love OpenAI tools. They save me so much time, I call her Chatty”

Informative Example Selection for In-Context Learning

Informative Example Selection for In-Context Learning

“AI is also the reinvention of communication”

“AI is also the reinvention of communication”

The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI

The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI

"I wish AI could surpass humans in empathy, it should be pretty easy"

"I wish AI could surpass humans in empathy, it should be pretty easy"

Women in Research - Alefiya Hussain

Women in Research - Alefiya Hussain

Women in Research - Kristina Lerman

Women in Research - Kristina Lerman

Do Androids Know They’re Only Dreaming of Electric Sheep?

Do Androids Know They’re Only Dreaming of Electric Sheep?

“We need more social sciences experts in AI to focus on its human side”

“We need more social sciences experts in AI to focus on its human side”

A Gateway to Trustworthy AI: Using Visual Analytics to Unmask Coincidental Correlations

A Gateway to Trustworthy AI: Using Visual Analytics to Unmask Coincidental Correlations

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

“My fear is that we put AI at the core without any human knowledge”

“My fear is that we put AI at the core without any human knowledge”

Women in Research - Genevieve Bartlett

Women in Research - Genevieve Bartlett

“AIs can’t be sentient, they are bunch of numbers that obey algorithms”

“AIs can’t be sentient, they are bunch of numbers that obey algorithms”

Red Teaming Language Model Detectors with Language Models

Red Teaming Language Model Detectors with Language Models

"I worry that people are not contextualizing their interactions with AI enough"

"I worry that people are not contextualizing their interactions with AI enough"

EPISODE 14 - "Humans are better at humor because AI's context sensing is still raw"

EPISODE 14 - "Humans are better at humor because AI's context sensing is still raw"

EPISODE 13 - "I want to help a student write a thesis on artificial general intelligence"

EPISODE 13 - "I want to help a student write a thesis on artificial general intelligence"

Harnessing Black-Box Control to Boost Commonsense in LM’s Generation

Harnessing Black-Box Control to Boost Commonsense in LM’s Generation

EPISODE 12 - “I try to solve problems where we don’t have enough resources”

EPISODE 12 - “I try to solve problems where we don’t have enough resources”

EPISODE 11 - “We answer questions that companies are not brave enough to answer”

EPISODE 11 - “We answer questions that companies are not brave enough to answer”

An Introduction to Egyptian from Hieroglyphs to Coptic

An Introduction to Egyptian from Hieroglyphs to Coptic

What Developmental Science brings to the creation of Artificial General Intelligence

What Developmental Science brings to the creation of Artificial General Intelligence

Learn About Our Researchers - Alefiya Hussain

Learn About Our Researchers - Alefiya Hussain

EPISODE 10 - "We need diverse voices doing AI to serve a diverse population"

EPISODE 10 - "We need diverse voices doing AI to serve a diverse population"

Learn About Our Researchers - Kristina Lerman

Learn About Our Researchers - Kristina Lerman

EPISODE 9 - “Apply AI to problems you are passionate about”

EPISODE 9 - “Apply AI to problems you are passionate about”

Learn About Our Researchers - Jay Pujara

Learn About Our Researchers - Jay Pujara

EPISODE 8 - “If I could go back in time I would tell myself to learn Python much earlier”

EPISODE 8 - “If I could go back in time I would tell myself to learn Python much earlier”

Visualizing and Analyzing Event Sequence Data

Visualizing and Analyzing Event Sequence Data

EPISODE 7 - "If we blur the line between what is real and fake, everything is fake"

EPISODE 7 - "If we blur the line between what is real and fake, everything is fake"

Learn About Our Researchers - Jonathan May

Learn About Our Researchers - Jonathan May

EPISODE 6 - “We don’t have evidence that genuine AI empathy is on the horizon”

EPISODE 6 - “We don’t have evidence that genuine AI empathy is on the horizon”

Learn About Our Researchers - Mozhdeh Gheini

Learn About Our Researchers - Mozhdeh Gheini

EPISODE 5 - "Learn Fundamental Math: AI will always rely on it"

EPISODE 5 - "Learn Fundamental Math: AI will always rely on it"

Learn About Our Researchers - Erik Kline

Learn About Our Researchers - Erik Kline

EPISODE 4 - “I want to make an impact by reducing misinformation”

EPISODE 4 - “I want to make an impact by reducing misinformation”

Learn About Our Researchers - Fred Morstatter

Learn About Our Researchers - Fred Morstatter

Analyzing the Multilingual Performance of Text-to-Image Models

Analyzing the Multilingual Performance of Text-to-Image Models

EPISODE 3 - "AI is a tool but it might not be your best solution"

EPISODE 3 - "AI is a tool but it might not be your best solution"

Learn About Our Researchers - Basel Shbita

Learn About Our Researchers - Basel Shbita

EPIDSODE 2 - “A smarter way to organize the world around us”

EPIDSODE 2 - “A smarter way to organize the world around us”

Learn About Our Researchers - Abigail Horn

Learn About Our Researchers - Abigail Horn

What We Learned from 570K ChatGPT Interaction Logs In The Wild

What We Learned from 570K ChatGPT Interaction Logs In The Wild

AI, Communication and The End of Trust?

AI, Communication and The End of Trust?

EPISODE 1 - “AI can be good for low stakes issues”

EPISODE 1 - “AI can be good for low stakes issues”

Learn About Our Researchers - Srivatsan Ravi

Learn About Our Researchers - Srivatsan Ravi

Learn About Our Researchers - Ulf Hermjakob

Learn About Our Researchers - Ulf Hermjakob

Learn About Our Researchers - Karan Vahi

Learn About Our Researchers - Karan Vahi

Uncovering and Reasoning with Implicit Mental Models

Uncovering and Reasoning with Implicit Mental Models

Learn About Our Researchers - Gleb Satyukov

Learn About Our Researchers - Gleb Satyukov

On Formulating and Evaluating Language Agents

On Formulating and Evaluating Language Agents

Learn About Our Researchers - Alexey Tregubov

Learn About Our Researchers - Alexey Tregubov

Learn About Our Researchers - Genevieve Bartlett

Learn About Our Researchers - Genevieve Bartlett

Violet Teaming AI in the Life Sciences

Violet Teaming AI in the Life Sciences

Learn About Our Researchers - James Blythe

Learn About Our Researchers - James Blythe

Learn About Our Researchers - Jeremy Abramson

Learn About Our Researchers - Jeremy Abramson

Engineering Ecosystems with AI

Engineering Ecosystems with AI

A Natural Language Understanding Perspective

A Natural Language Understanding Perspective

Building (Teams of Humans and) Trustworthy AI with Common Sense

Building (Teams of Humans and) Trustworthy AI with Common Sense

Challenges and opportunities in measuring social constructs using computational methods

Challenges and opportunities in measuring social constructs using computational methods

The Early Years of ISI: How To Change the World Through Hardware? “Go With Your Passion”

The Early Years of ISI: How To Change the World Through Hardware? “Go With Your Passion”

You Learned What?

You Learned What?

How researchers can turbocharge investigative journalism

How researchers can turbocharge investigative journalism

Creating an ISI Spinout

Creating an ISI Spinout

Modular Language Models

Modular Language Models

Welcome to MOSIS services

Welcome to MOSIS services

Drinking From The Firehose of Science

Drinking From The Firehose of Science

USC AI Futures Symposium: AI on the Edge | Panel & Concluding Remarks

USC AI Futures Symposium: AI on the Edge | Panel & Concluding Remarks

USC AI Futures Symposium: AI on the Edge | Session IV

USC AI Futures Symposium: AI on the Edge | Session IV

USC AI Futures Symposium: AI on the Edge | Session III

USC AI Futures Symposium: AI on the Edge | Session III

USC AI Futures Symposium: AI on the Edge | Invited Talks

USC AI Futures Symposium: AI on the Edge | Invited Talks

USC AI Futures Symposium: AI on the Edge | Session II

USC AI Futures Symposium: AI on the Edge | Session II

USC AI Futures Symposium: AI on the Edge | Welcome & Session I

USC AI Futures Symposium: AI on the Edge | Welcome & Session I

Federated Learning and Integration of Biomedical Data

Federated Learning and Integration of Biomedical Data

Diffusion, Probability, and the Age of Creative AI

Diffusion, Probability, and the Age of Creative AI

Getting AI to Do Things I Can’t

Getting AI to Do Things I Can’t

Cognitive Electronic Warfare: Using AI to Solve EW Problems

Cognitive Electronic Warfare: Using AI to Solve EW Problems

Designing and Evaluating Language Models for Human Interaction

Designing and Evaluating Language Models for Human Interaction

From NLP to NLU: Why we need varied, comprehensive, and stratified knowledge (Neuro-symbolic AI)

From NLP to NLU: Why we need varied, comprehensive, and stratified knowledge (Neuro-symbolic AI)

Answering Why Questions About Narrative Text

Answering Why Questions About Narrative Text

Cloudwalkers - ISI and the Inventors of the Future

Cloudwalkers - ISI and the Inventors of the Future

Welcome to MOSIS Service

Welcome to MOSIS Service

How to keep up with new papers? 3 tools to fight FOMO in Research.

How to keep up with new papers? 3 tools to fight FOMO in Research.

Towards Socially Responsible Machine Learning: Security, Robustness, and Beyond

Towards Socially Responsible Machine Learning: Security, Robustness, and Beyond

Meta-Learning Dynamics Forecasting Using Task Inference

Meta-Learning Dynamics Forecasting Using Task Inference

Paleoclimatology: Deep Insights From Broad Data

Paleoclimatology: Deep Insights From Broad Data

Scaling unlocks emergent abilities in language models

Scaling unlocks emergent abilities in language models

Population-Based Methods for Single- and Multi-Agent Reinforcement Learning

Population-Based Methods for Single- and Multi-Agent Reinforcement Learning

Deep Learning meets Nonparametric Regression: Are Weight-decayed DNNs locally adaptive?

Deep Learning meets Nonparametric Regression: Are Weight-decayed DNNs locally adaptive?

Neurorobotic Design Principles: Connecting the Brain, Body and Environment

Neurorobotic Design Principles: Connecting the Brain, Body and Environment

Bias and Power in NLP

Bias and Power in NLP

The Computational Gauntlet of Human-Like Learning

The Computational Gauntlet of Human-Like Learning

Prioritized training on points that are learnable, worth learning, and not yet learned

Prioritized training on points that are learnable, worth learning, and not yet learned

Human-Building Integration for Human Health, Wellbeing, and Work Productivity

Human-Building Integration for Human Health, Wellbeing, and Work Productivity

How Vision Succeeds In A Hidden World

How Vision Succeeds In A Hidden World

Pragmatic Interpretability

Pragmatic Interpretability

Challenges in Deep Learning

Challenges in Deep Learning

Effective, Explainable, and Equitable NLP with World Knowledge and Interactions

Effective, Explainable, and Equitable NLP with World Knowledge and Interactions

What Do Geologists Want? A Computer Scientist's Report on a Field Trip to Yosemite and Owens Valley

What Do Geologists Want? A Computer Scientist's Report on a Field Trip to Yosemite and Owens Valley

Expert-Informed, User-Centric Explanations for Image Classification with Deep Learning

Expert-Informed, User-Centric Explanations for Image Classification with Deep Learning

Modular and Composable Transfer Learning

Modular and Composable Transfer Learning

Learning with limited labels for visual recognition

Learning with limited labels for visual recognition

Emerging Vulnerabilities in Large-scale NLP Models

Emerging Vulnerabilities in Large-scale NLP Models

Cross-lingual Learning of Named Entities

Cross-lingual Learning of Named Entities

Unified-IO: A Unified Model for Vision, Language and Multi-Modal Tasks

Unified-IO: A Unified Model for Vision, Language and Multi-Modal Tasks

Towards Open World Event Knowledge Extraction with Weak Supervision

Towards Open World Event Knowledge Extraction with Weak Supervision

Acquiring and Understanding Cross-Task Generalization with Diverse NLP Tasks

Acquiring and Understanding Cross-Task Generalization with Diverse NLP Tasks

FCR Day 2 New Models for Research

FCR Day 2 New Models for Research

Keeping Research Organized with Tango

Keeping Research Organized with Tango

FCR Day 2 Next Steps and Wrapup

FCR Day 2 Next Steps and Wrapup

FCR Day 1 Identifying and Evangelizing Emerging Technical Directions

FCR Day 1 Identifying and Evangelizing Emerging Technical Directions

FCR Day 2 Fireside Chat

FCR Day 2 Fireside Chat

FCR Day 1 Early Career Researchers Roundtable

FCR Day 1 Early Career Researchers Roundtable

FCR Day 1 Keynote Address

FCR Day 1 Keynote Address

FCR Day 1 Opening Remarks

FCR Day 1 Opening Remarks

Data-driven SARS-CoV-2 Understanding and Hunting

Data-driven SARS-CoV-2 Understanding and Hunting

The Dark Side of AI: Machine Learning and the Surveillance State

The Dark Side of AI: Machine Learning and the Surveillance State

How We Achieved Human Parity in CommonsenseQA — Fusing Knowledge into Language Models

How We Achieved Human Parity in CommonsenseQA — Fusing Knowledge into Language Models

The State of Space and Opportunities for AI -- A First-Hand Perspective

The State of Space and Opportunities for AI -- A First-Hand Perspective

A Theoretical Framework for Deep Learning

A Theoretical Framework for Deep Learning

Improving Moderation of Online Discussions via Nonviolent Communication

Improving Moderation of Online Discussions via Nonviolent Communication

Graph Learning with Geometric and Topological Structures

Graph Learning with Geometric and Topological Structures

Introduction to Quantum NLP

Introduction to Quantum NLP

Building Robust and Explainable AI Agents for the Real World

Building Robust and Explainable AI Agents for the Real World

Dissecting NLP Models and Mending Them with Logic

Dissecting NLP Models and Mending Them with Logic

Natural language Generation with Planning

Natural language Generation with Planning

Anti-Queer Bias in Large Language Models

Anti-Queer Bias in Large Language Models

Data Representation Learning from a Single Pass of the Data

Data Representation Learning from a Single Pass of the Data

Weighted Finite-State Transducers: The Later Years

Weighted Finite-State Transducers: The Later Years

Implicit Coordination in Multi-Agent-Pathfinding

Implicit Coordination in Multi-Agent-Pathfinding

Sources of Variance in Pretraining and Fine Tuning LLMs

Sources of Variance in Pretraining and Fine Tuning LLMs

Does the Data Induce Capacity Control in Deep Learning?

Does the Data Induce Capacity Control in Deep Learning?

A.I., Clouds and the Climate

A.I., Clouds and the Climate

Art at the Age of AI

Art at the Age of AI

Evolution of Multisite Neuroimaging Analyses: Advancements through the ENIGMA Consortium & the LoBeS

Evolution of Multisite Neuroimaging Analyses: Advancements through the ENIGMA Consortium & the LoBeS

Visual Intelligence And Multimedia Analytics Laboratory (VIMAL)

Visual Intelligence And Multimedia Analytics Laboratory (VIMAL)

Dungeons and Discourse: Using Computational Storytelling to Look at Natural Language Use

Dungeons and Discourse: Using Computational Storytelling to Look at Natural Language Use

Geometric and Spectral Biases in Generative Adversarial Networks

Geometric and Spectral Biases in Generative Adversarial Networks

Understanding psychological traits using social media language

Understanding psychological traits using social media language

Text Generation with No (Good) Data:Reinforcement Learning, Causal Inference, and Unified Evaluation

Text Generation with No (Good) Data:Reinforcement Learning, Causal Inference, and Unified Evaluation

Structuring Massive Text Corpora via Extremely Weak Supervision

Structuring Massive Text Corpora via Extremely Weak Supervision

AI SEMINAR RECAP | YONGFENG ZHANG

AI SEMINAR RECAP | YONGFENG ZHANG

Fixing the NLP Pipeline with Humans and Data

Fixing the NLP Pipeline with Humans and Data

AI SEMINAR RECAP | DANIEL FESSLER

AI SEMINAR RECAP | DANIEL FESSLER

Learning from the Data and the Lessons Learned: Towards Individually-Tailored Healthcare

Learning from the Data and the Lessons Learned: Towards Individually-Tailored Healthcare

AI SEMINAR RECAP | FRED MORSTATTER

AI SEMINAR RECAP | FRED MORSTATTER

Autonomous Learning Agents and Multiagent Systems for Social Good

Autonomous Learning Agents and Multiagent Systems for Social Good

AI SEMINAR RECAP | KRISTINA LERMAN

AI SEMINAR RECAP | KRISTINA LERMAN

Autonomous Learning Through Prototypical Distributions

Autonomous Learning Through Prototypical Distributions

AI SEMINAR RECAP | MICHAEL OROSZ

AI SEMINAR RECAP | MICHAEL OROSZ

AI SEMINAR RECAP | JAY PUJARA

AI SEMINAR RECAP | JAY PUJARA

AI SEMINAR RECAP | YINGTAO TIAN

AI SEMINAR RECAP | YINGTAO TIAN

AI SEMINAR RECAP | DANIELLE CITRON

AI SEMINAR RECAP | DANIELLE CITRON

Negatively-Biased Beliefs and the 21st Century Information Environment: Intersections of .....

Negatively-Biased Beliefs and the 21st Century Information Environment: Intersections of .....

Human-centered Explainable AI

Human-centered Explainable AI

Understanding Japanese Humanities through the Lens of Machine Intelligence

Understanding Japanese Humanities through the Lens of Machine Intelligence

The Fight for Privacy: Protecting Dignity, Identity, and Love in the Digital Age

The Fight for Privacy: Protecting Dignity, Identity, and Love in the Digital Age

Modeling Key Narrative Elements for Automatic Story Generation

Modeling Key Narrative Elements for Automatic Story Generation

USC's Special training sessions on AI and Data Ethics, Part 2

USC's Special training sessions on AI and Data Ethics, Part 2

Translating faster than a keystroke and dumpster diving for training data

Translating faster than a keystroke and dumpster diving for training data

Why natural language is the right vehicle for complex reasoning

Why natural language is the right vehicle for complex reasoning

USC's Special training sessions on AI and Data Ethics, Part 1

USC's Special training sessions on AI and Data Ethics, Part 1

Spectral Rank Monotonicity

Spectral Rank Monotonicity

Tracing the source of large-scale outbreaks of foodborne contamination across complex food supply...

Tracing the source of large-scale outbreaks of foodborne contamination across complex food supply...

Closing remarks - USC AI Futures Symposium on AI with Common Sense Dec 2021

Closing remarks - USC AI Futures Symposium on AI with Common Sense Dec 2021

Panel Session - USC AI Futures Symposium on AI with Common Sense Dec 2021

Panel Session - USC AI Futures Symposium on AI with Common Sense Dec 2021

Session III - USC AI Futures Symposium on AI with Common Sense Dec 2021

Session III - USC AI Futures Symposium on AI with Common Sense Dec 2021

Session IV - USC AI Futures Symposium on AI with Common Sense Dec 2021

Session IV - USC AI Futures Symposium on AI with Common Sense Dec 2021

Interactive Decision Making for Autonomous Vehicles in Congested Traffic

Interactive Decision Making for Autonomous Vehicles in Congested Traffic

Session I - USC AI Futures Symposium on AI with Common Sense Dec 2021

Session I - USC AI Futures Symposium on AI with Common Sense Dec 2021

Models of Core Common Sense in Infancy at USC AI Futures Symposium on AI with Common Sense Dec 2021

Models of Core Common Sense in Infancy at USC AI Futures Symposium on AI with Common Sense Dec 2021

Session II - USC AI Futures Symposium on AI with Common Sense Dec 2021

Session II - USC AI Futures Symposium on AI with Common Sense Dec 2021

Welcome and Opening Remarks - USC AI Futures Symposium on AI with Common Sense Dec 2021

Welcome and Opening Remarks - USC AI Futures Symposium on AI with Common Sense Dec 2021

Face recognition: Challenges and solutions

Face recognition: Challenges and solutions

Algorithmic Integrity and the Predictability Limits of Human-Centered AI Systems

Algorithmic Integrity and the Predictability Limits of Human-Centered AI Systems

Event Extraction and Reasoning in Multimedia News Data

Event Extraction and Reasoning in Multimedia News Data

Healthcare AI: Digital Biomarker Discovery for Voice and Mental Disorders

Healthcare AI: Digital Biomarker Discovery for Voice and Mental Disorders

How AI-Driven Augmented Intelligence Transforms Cognitive Security and Nonproliferation

How AI-Driven Augmented Intelligence Transforms Cognitive Security and Nonproliferation

How Do Business, Law, and Regulation Impact AI Engineering Researchers: Possible Collaboration...

How Do Business, Law, and Regulation Impact AI Engineering Researchers: Possible Collaboration...