【EMNLP 2024🔥】Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
- instruction-tuning
- large-vision-language-model
- multi-modal
Repository Index
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An Open-Source Python3 tool with SMALL models for recognizing layouts, tables, math formulas (LaTeX), and text in images, converting them into Markdown format. A free alternative to Mathpix, empowering seamless conversion of visual content into text-based representations. 80+ languages are supported.
Text preprocessing, representation and visualization from zero to hero.
- text-preprocessing
- text-representation
- text-visualization
- nlp
Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.
EVA Series: Visual Representation Fantasies from BAAI
- foundation-models
- representation-learning
- vision-transformer
A lightweight JIT compiler based on MIR (Medium Internal Representation) and C11 JIT compiler and interpreter based on MIR
- jit-compiler
- compiler
- interpreter
- intermediate-representation
Repository for benchmarking graph neural networks (JMLR 2023)
- graph-representation-learning
- graph-neural-networks
- benchmark-framework
- graph-deep-learning
A curated list of resources on implicit neural representations.
A curated list of network embedding techniques.
- network-embedding
- representation-learning
- graph-embeddings
- knowledge-graph
Self-Supervised Speech Pre-training and Representation Learning Toolkit
- speech-representation
- mockingjay
- representation-learning
- apc
Must-read papers on network representation learning (NRL) / network embedding (NE)
- network-embedding
- paper-list
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
- machine-learning
- deep-learning
- representation-learning
- pytorch-implementation
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
- dssm
- youtubednn
- mind
- collaborative-filtering
Large Concept Models: Language modeling in a sentence representation space
Resources of Neural Rendering
- awesome-list
- neural-rendering
- computer-vision
- computer-graphics
OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable Graph) framework. Core Capabilities: 1) domain model constrained knowledge modeling, 2) facts and logic fused representation, 3) natively support KAG...
- knowledge-graph
- knowledge-reasoning
- spg
- kag
The implementation of DeBERTa
- bert
- deeplearning
- representation-learning
- roberta
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
- machine-learning
- knowledge-graph
- relational-learning
- representation-learning
Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
- information-retrieval
A comprehensive list of Implicit Representations, NeRF and 3D Gaussian Splatting papers relating to SLAM/Robotics domain, including papers, videos, codes, and related websites
- slam
- lidar-slam
- nerf
- robotics
A Unified Framework for Surface Reconstruction
- 3d-reconstruction
- implicit-neural-representation
- multi-view-reconstruction
- nerf
Official PyTorch Implementation of "Diffusion Transformers with Representation Autoencoders"