Meissonic, High-Resolution Text-to-Image Synthesis on consumer graphics cards (arxiv.org)

Screenshot of arxiv.org: Meissonic, High-Resolution Text-to-Image Synthesis on consumer graphics cards

First screen, captured 2 years ago.

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Screenshot of arxiv.org: Vision Transformers Need Registers

Vision Transformers Need Registers (arxiv.org)

74 points by felineflock 1 year ago | 9 comments

Screenshot of arxiv.org: Differential Transformer

Differential Transformer (arxiv.org)

525 points by weirdcat 2 years ago | 166 comments

arXiv paper introducing Diff Transformer, which computes attention as the difference of two softmax maps to cancel noise and improve long-context modeling and reduce hallucination.

differential-transformer attention-mechanism transformers large-language-models

Screenshot of arxiv.org: RWKV: Reinventing RNNs for the Transformer Era

RWKV: Reinventing RNNs for the Transformer Era (arxiv.org)

318 points by ianbutler 3 years ago | 164 comments

arXiv paper introducing RWKV, a model architecture combining Transformer-style parallel training with efficient RNN inference via linear attention.

rwkv rnn transformers linear-attention

Screenshot of arxiv.org: Neural-Symbolic Recursive Machine for Systematic Generalization

Neural-Symbolic Recursive Machine for Systematic Generalization (arxiv.org)

63 points by beefman 3 years ago | 2 comments

Screenshot of arxiv.org: High-resolution efficient image generation from WiFi Mapping

High-resolution efficient image generation from WiFi Mapping (arxiv.org)

118 points by oldfuture 1 year ago | 33 comments

Screenshot of arxiv.org: Reusing Computation in Text-to-Image Diffusion for Efficient Image Generation

Reusing Computation in Text-to-Image Diffusion for Efficient Image Generation (arxiv.org)

32 points by gidellav 1 year ago | 2 comments

Looks similar

Vision Transformers Need Registers(arxiv.org)

Differential Transformer(arxiv.org)

RWKV: Reinventing RNNs for the Transformer Era(arxiv.org)

Neural-Symbolic Recursive Machine for Systematic Generalization(arxiv.org)

High-resolution efficient image generation from WiFi Mapping(arxiv.org)

Reusing Computation in Text-to-Image Diffusion for Efficient Image Generation(arxiv.org)