Atlas

6 Posts

Language Models, Extended: Large language models grew more reliable and less biased in 2022.
Atlas

Language Models, Extended: Large language models grew more reliable and less biased in 2022.

Researchers pushed the boundaries of language models to address persistent problems of trustworthiness, bias, and updatability.

December 21, 20222 min read
Language Models, Extended: Large language models grew more reliable and less biased in 2022.
Atlas

Language Models, Extended: Large language models grew more reliable and less biased in 2022.

Researchers pushed the boundaries of language models to address persistent problems of trustworthiness, bias, and updatability.

December 21, 20222 min read
Memorize Less; Retrieve More: How small language models can perform specialized tasks.
Atlas

Memorize Less; Retrieve More: How small language models can perform specialized tasks.

Large language models are trained only to predict the next word based on previous ones. Yet, given a modest fine-tuning set, they acquire enough information to learn how to perform tasks such as answering questions.

December 14, 20223 min read
Memorize Less; Retrieve More: How small language models can perform specialized tasks.
Atlas

Memorize Less; Retrieve More: How small language models can perform specialized tasks.

Large language models are trained only to predict the next word based on previous ones. Yet, given a modest fine-tuning set, they acquire enough information to learn how to perform tasks such as answering questions.

December 14, 20223 min read
Transformers See in 3D: Using transformers to visualize depth in 2D images.
Atlas

Transformers See in 3D: Using transformers to visualize depth in 2D images.

Visual robots typically perceive the three-dimensional world through sequences of two-dimensional images, but they don’t always know what they’re looking at. For instance, Tesla’s self-driving system has been known to mistake a full moon for a traffic light.

January 26, 20223 min read
Transformers See in 3D: Using transformers to visualize depth in 2D images.
Atlas

Transformers See in 3D: Using transformers to visualize depth in 2D images.

Visual robots typically perceive the three-dimensional world through sequences of two-dimensional images, but they don’t always know what they’re looking at. For instance, Tesla’s self-driving system has been known to mistake a full moon for a traffic light.

January 26, 20223 min read

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