Popular GitHub Repositories for Decoders

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

[ICCV 2023] DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders

Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.

[ICCV 2021] Relaxed Transformer Decoders for Direct Action Proposal Generation

PyTorch implementation of "Conditional Image Generation with PixelCNN Decoders" by van den Oord et al. 2016

[ICLR 2025] Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders

H-Former is a VAE for generating in-between fonts (or combining fonts). Its encoder uses a Point net and transformer to compute a code vector of glyph. Its decoder is composed of multiple independent decoders which act on a code vector to reconstruct a point cloud representing a glpyh.

Extending Decoders with an Integrated Encoder, as Part of Llama-3 Hackathon

Generating Molecules with the Mamba architecture

Collection of Natural Language Processing and Machine Learning implementations focusing on: Information Retrieval & RAG Systems LLM Fine-tuning Feature Engineering Neural Architecture Components (Encoders, Decoders, Attention) Sequence-to-Sequence Applications

Interface to use several decoders on text-generation models