layer6ai-labs Goto Github PK

asl

Code for CVPR'21 paper "Weakly Supervised Action Selection Learning in Video"

bnpo

cae

Code for the ICLR'21 paper "C-Learning: Horizon-Aware Cumulative Accessibility Estimation"

cef

Code for the NeurIPS'21 paper "Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows"

cmlmc

Code for the ICLR'22 paper "Improving Non-Autoregressive Translation Models Without Distillation"

cnnembed

denoising_dgms

dgm-eval

Codebase for evaluation of deep generative models as presented in Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

dgm_manifold_survey

dgm_ood_detection

Code for the paper "A Geometric Explanation of the Likelihood OOD Detection Paradox"

dims

Code for the ACL'23 paper "DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation"

dropoutnet

Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

dropoutnet-data

data for DropoutNet

duett

Code for "DuETT: Dual Event Time Transformer for Electronic Health Records"

egt

Code for the CVPR'19 paper "Explore-Exploit Graph Traversal for Image Retrieval"

fair-dp

Code accompanying the paper "Disparate Impact in Differential Privacy from Gradient Misalignment".

fusemix

Data-Efficient Multimodal Fusion on a Single GPU

gss

Code for the NeurIPS'19 paper "Guided Similarity Separation for Image Retrieval"

hgcf

Code for the WWW'21 paper "HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering"

hgnn-dr

hibench

HiBench is a big data benchmark suite.

hitl-conformal-prediction

Human in the Loop Conformal Prediction

implicit-manifolds

lfr

Code for the ICLR'24 paper "Self-supervised Representation Learning From Random Data Projectors

mcl

Code for the WWW'22 paper "MCL: Mixed-Centric Loss for Collaborative Filtering"

proxyfl

Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"

recsys2018

1'st Place Approach by Layer6 AI to the 2018 ACM RecSys Challenge

rectangular-flows

Code for the NeurIPS'21 paper "Rectangular Flows for Manifold Learning"

semi-supervised-egt

Code for CVPR'19 paper Semi-Supervised Exploration for Image Retrieval

sgg-seq2seq

Code for the ICCV'21 paper "Context-aware Scene Graph Generation with Seq2Seq Transformers"