TranslatedTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-Transfer learning
- transferlearning
- domain-adaptation
- transfer-learning
- survey
Repository Index
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A collection of important graph embedding, classification and representation learning papers with implementations.
- graph2vec
- classification-algorithm
- graph-kernels
- weisfeiler-lehman
Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)
- 3d-reconstruction
- computer-graphics
- computer-vision
- neural-rendering
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun
Common Expression Language -- specification and binary representation
Reverse engineering framework in Python
- reverse-engineering
- disassembler
- emulator
- symbolic-execution
Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
- albert
- bert
- roberta
- xlnet
[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
Representation learning on large graphs using stochastic graph convolutions.
【EMNLP 2024🔥】Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
- instruction-tuning
- large-vision-language-model
- multi-modal
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
Self-Supervised Speech Pre-training and Representation Learning Toolkit
- speech-representation
- mockingjay
- representation-learning
- apc
[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
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 Unified Framework for Surface Reconstruction
- 3d-reconstruction
- implicit-neural-representation
- multi-view-reconstruction
- nerf
Official PyTorch Implementation of "Diffusion Transformers with Representation Autoencoders"