Scientific Software
Updated 9 months ago

scPCA — Peer-reviewed • Rank 13.7 • Science 95%

scPCA: A toolbox for sparse contrastive principal component analysis in R - Published in JOSS (2020)

Scientific Software · Peer-reviewed
Updated 9 months ago

cebra • Rank 16.7 • Science 77%

Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

Updated 9 months ago

uform • Rank 15.6 • Science 64%

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Updated 9 months ago

https://github.com/amazon-science/contraclm • Rank 4.7 • Science 36%

[ACL 2023] Code for ContraCLM: Contrastive Learning For Causal Language Model

Updated 9 months ago

https://github.com/bencardoen/specht.jl • Rank 1.4 • Science 26%

SPECHT is a Julia implementation of a contrastive weakly supervised object detection and identification method for fluorescence microscopy.

Updated 9 months ago

https://github.com/astrazeneca/subtab • Rank 5.0 • Science 10%

The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"

Updated 9 months ago

ctcae • Science 54%

Official code repository for NeurIPS 2023 paper "Contrastive Training of Complex-Valued Autoencoders for Object Discovery"

Updated 9 months ago

https://github.com/abrar2652/qcl-mixnet • Science 26%

Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems

Updated 9 months ago

wordart • Science 54%

The official code of CornerTransformer (ECCV 2022, Oral) on top of MMOCR.

Updated 9 months ago

author-profiling-pan2023 • Science 44%

Symbol Team model for PAN@AP 2023 shared task on Profiling Cryptocurrency Influencers with Few-shot Learning

Updated 9 months ago

https://github.com/andrebola/contrastive-mir-learning • Science 23%

This repo contains the code to reproduce the paper: "Enriched Music Representations with Multiple Cross-modal Contrastive Learning"

Updated 9 months ago

https://github.com/alfa-group/claw-sat • Science 10%

[SANER 2023] "CLAWSAT: Towards Both Robust and Accurate Code Models" by Jinghan Jia*, Shashank Srikant*, Tamara Mitrovska, Chuang Gan, Shiyu Chang, Sijia Liu, Una-May O'Reilly

Updated 9 months ago

https://github.com/amazon-science/contrastive_emc2 • Science 23%

Code the ICML 2024 paper: "EMC^2: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence"

Updated 9 months ago

https://github.com/brendel-group/cl-ica • Science 10%

Code for the paper "Contrastive Learning Inverts the Data Generating Process".

Updated 9 months ago

https://github.com/cvi-szu/ccam • Science 23%

[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation