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Dan Jacobellis PRO

danjacobellis

https://danjacobellis.net

danjacobellis

AI & ML interests

Signal processing, information theory, data compression

Recent Activity

updated a collection 4 days ago

Audio Datasets

updated a collection 4 days ago

Audio Datasets

updated a collection 4 days ago

Audio Datasets

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danjacobellis's activity

upvoted a collection 8 days ago

NeMo Audio Codecs

Collection

A series of Neural Audio Codecs • 5 items • Updated 2 days ago • 10

upvoted a collection 19 days ago

DC-AE

Collection

Deep Compression Autoencoder • 14 items • Updated Dec 6, 2024 • 15

upvoted a collection 20 days ago

Cosmos Tokenizer

Collection

A suite of image and video tokenizers • 13 items • Updated 2 days ago • 36

upvoted a paper 27 days ago

Generalized Gaussian Model for Learned Image Compression

Paper • 2411.19320 • Published Nov 28, 2024 • 1

upvoted 3 papers about 1 month ago

Learned Compression for Compressed Learning

Paper • 2412.09405 • Published Dec 12, 2024 • 11

I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token

Paper • 2412.06676 • Published Dec 9, 2024 • 9

WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model

Paper • 2411.17459 • Published Nov 26, 2024 • 10

upvoted a collection about 2 months ago

medmnist 224²

Collection

12 items • Updated 13 days ago • 1

upvoted 4 papers about 2 months ago

Factorized Visual Tokenization and Generation

Paper • 2411.16681 • Published Nov 25, 2024 • 17

Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations?

Paper • 2406.10743 • Published Jun 15, 2024 • 1

Cut Your Losses in Large-Vocabulary Language Models

Paper • 2411.09009 • Published Nov 13, 2024 • 43

Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings

Paper • 2411.08017 • Published Nov 12, 2024 • 11

upvoted 2 papers 2 months ago

Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models

Paper • 2411.07126 • Published Nov 11, 2024 • 28

AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation

Paper • 2411.04967 • Published Nov 7, 2024 • 1

upvoted a paper 3 months ago

Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens

Paper • 2410.13863 • Published Oct 17, 2024 • 37

upvoted a paper 4 months ago

You Don't Need Data-Augmentation in Self-Supervised Learning

Paper • 2406.09294 • Published Jun 13, 2024 • 1

upvoted 4 papers 5 months ago

Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 122

JPEG-LM: LLMs as Image Generators with Canonical Codec Representations

Paper • 2408.08459 • Published Aug 15, 2024 • 45

An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels

Paper • 2406.09415 • Published Jun 13, 2024 • 50

Transformer Explainer: Interactive Learning of Text-Generative Models

Paper • 2408.04619 • Published Aug 8, 2024 • 156