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DeepMind
DeepMind
大话互联网 2023-01-28 08:38:12
Pragmatic Fairness: Developing Policies with Outcome Disparity Control

Pragmatic Fairness: Developing Policies with Outcome Disparity Control

DownloadView publicationAbstractWe introduce a causal framework for designing optimal policies...

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DeepMind
DeepMind
nightclub 2023-01-25 14:28:12
On a continuous time model of gradient descent dynamics and instability in deep learning

On a continuous time model of gradient descent dynamics and instability in deep learning

DownloadView publicationAbstractThe recipe of success behind the deep learning phe...

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OpenAI
OpenAI
大话互联网 2023-01-11 09:48:51
Forecasting potential misuses of language models for disinformation campaigns and how to reduce risk

Forecasting potential misuses of language models for disinformation campaigns and how to reduce risk

OpenAI researchers collaborated with Georgetown University’s Center for Security and Emerging Techno...

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OpenAI
OpenAI
nightclub 2022-12-16 10:25:05
Point-E: A system for generating 3D point clouds from complex prompts

Point-E: A system for generating 3D point clouds from complex prompts

Read paperView code...

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IBM
IBM
大话互联网 2022-11-26 09:26:16
Fairness Reprogramming

Fairness Reprogramming

Download paperAbstractDespite a surge of recent advances in promoting machine Learning (ML) fairness...

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OpenAI
OpenAI
大话互联网 2022-10-19 15:12:20
Scaling laws for reward model overoptimization

Scaling laws for reward model overoptimization

Read paperAbstractIn reinforcement learning from human feedback, it is common to optimize against a ...

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IBM
IBM
大话互联网 2022-10-17 11:02:21
Prediction of Ship Traffic on Waterways for Optimized Usage of Harbours with Graph Neural Networks and the Transformer

Prediction of Ship Traffic on Waterways for Optimized Usage of Harbours with Graph Neural Networks and the Transformer

View publicationAbstractPorts generate myriad of data making them an appealing infrastructure to aut...

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IBM
IBM
大话互联网 2022-09-29 08:06:32
FETA: Towards Specializing Foundational Models for Expert Task Applications

FETA: Towards Specializing Foundational Models for Expert Task Applications

Download paperAbstractFoundation Models (FMs) have demonstrated unprecedented capabilities including...

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OpenAI
OpenAI
nightclub 2022-09-21 11:13:20
Introducing Whisper

Introducing Whisper

We’ve trained and are open-sourcing a neural net called Whisper that approaches human level robustne...

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IBM
IBM
科技百花 2022-09-05 11:47:00
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations

Deep Indexed Active Learning for Matching Heterogeneous Entity Representations

Download paperAbstractGiven two large lists of records, the task in entity resolution (ER) is to fin...

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IBM
IBM
大话互联网 2022-08-13 10:37:32
Global Self-Attention as a Replacement for Graph Convolution

Global Self-Attention as a Replacement for Graph Convolution

Download paperAbstractWe propose an extension to the transformer neural network architecture for gen...

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OpenAI
OpenAI
nightclub 2022-07-28 12:51:57
Efficient training of language models to fill in the middle

Efficient training of language models to fill in the middle

Read paperAbstractWe show that autoregressive language models can learn to infill text after we appl...

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