Popular GitHub Repositories for Illustrated Annotated Bibliography

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

A large annotated semantic parsing corpus for developing natural language interfaces.

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

We introduce the Audio Logical Reasoning (ALR) dataset, consisting of 6,446 text-audio annotated samples specifically designed for complex reasoning tasks. Building on this resource, we propose SoundMind, a rule-based reinforcement learning (RL) algorithm tailored to endow audio language models (ALMs) with deep bimodal reasoning abilities.

References on Optimal Control, Reinforcement Learning and Motion Planning

Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"

[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

[ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

Cornell NLVR and NLVR2 are natural language grounding datasets. Each example shows a visual input and a sentence describing it, and is annotated with the truth-value of the sentence.

Annotations of the interesting ML papers I read

ML Research paper summaries, annotated papers and implementation walkthroughs

A fully-annotated, open-design dataset of autonomous and piloted high-speed flight

Open Paper is a place to upload your paper, highlight, leave comments, take notes, and chat all in one place. Search through your existing corpus of annotated papers.

Rich literature review and discussion on the implementation of "Hierarchical Decision-Making for Autonomous Driving"

Deep Metric Transfer for Label Propagation with Limited Annotated Data

30 Days GANs Paper Reading

Open-source codes and annotated datasets in CVEO recent work "Object-based Classification Framework of Remote Sensing Images with Graph Convolutional Networks" on IEEE Geoscience and Remote Sensing Letters.

:hugs: AeroPath: An airway segmentation benchmark dataset with challenging pathology

Deep learning methods for feature selection in gene expression autism data.

Simplified version of "State Representation Learning for Control: An Overview" bibliography