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GitHub topics: neurips-2021

danielegrattarola/GNCA

Code for "Learning Graph Cellular Automata" (NeurIPS 2021).

Language: Python - Size: 88.9 KB - Last synced at: about 6 hours ago - Pushed at: over 2 years ago - Stars: 67 - Forks: 15

hkchengrex/STCN

[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation

Language: Python - Size: 93.8 KB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 552 - Forks: 71

yang-song/score_flow

Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)

Language: Python - Size: 65.4 KB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 141 - Forks: 25

DarrenPan/Awesome-NeurIPS2023-Low-Level-Vision

A Collection of Papers and Codes in NeurIPS2022/2021 related to Low-Level Vision

Size: 57.6 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 0

phizaz/latent-set-prediction

Official implementation of Set Prediction in the Latent Space (LSP)

Language: Python - Size: 91.9 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

amazon-science/progressive-coordinate-transforms

Progressive Coordinate Transforms for Monocular 3D Object Detection, NeurIPS 2021

Language: Python - Size: 557 KB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 65 - Forks: 10

kobybibas/pnml_ood_detection

Out-of-distribution detection using the pNML regret. NeurIPS2021

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 24 - Forks: 8

ueoo/SoCo

[NeurIPS 2021 Spotlight] Aligning Pretraining for Detection via Object-Level Contrastive Learning

Language: Python - Size: 1.5 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 176 - Forks: 21

songweige/Contrastive-Learning-with-Non-Semantic-Negatives

Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)

Language: Python - Size: 48.8 KB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 38 - Forks: 8

gcorso/NeuroSEED

Implementation of Neural Distance Embeddings for Biological Sequences (NeuroSEED) in PyTorch (NeurIPS 2021)

Language: Python - Size: 1.38 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 72 - Forks: 18

neildhir/DCBO

Dynamic causal Bayesian optimisation

Language: Jupyter Notebook - Size: 8.82 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 11

cuge1995/NeurIPS-2021-adversarial-attacks-and-defense-

NeurIPS 2021 papers and code focus on adversarial attacks and defense

Size: 2.93 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

hzhupku/SemiSeg-AEL

Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning, NeurIPS 2021 (Spotlight)

Language: Python - Size: 1.29 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 132 - Forks: 9

elias-ramzi/ROADMAP

This repository contains the official implementation of the NeurIPS'21 paper, ROADMAP: Robust and Decomposable Average Precision for Image Retrieval.

Language: Python - Size: 580 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 72 - Forks: 9

ledell/neurips-2021-keynote

NeurIPS 2021 Datasets and Benchmarks Track Keynote

Size: 2 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

Secure-AI-Systems-Group/Qu-ANTI-zation

[NeurIPS 2021] Source code for the paper "Qu-ANTI-zation: Exploiting Neural Network Quantization for Achieving Adversarial Outcomes"

Language: Python - Size: 95.7 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 3

SysCV/pcan

Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight

Language: Python - Size: 55.9 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 362 - Forks: 50

machinelearningnuremberg/WellTunedSimpleNets

[NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets

Language: Python - Size: 95.7 KB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 71 - Forks: 14

lattice-ai/rtdl Fork of yandex-research/rtdl 📦

The `rtdl` library + The W&B implementation of the paper "Revisiting Deep Learning Models for Tabular Data"

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: 7 days ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 1

kamwoh/orthohash

[NeurIPS 2021] Official implementation of the paper "One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective"

Language: Python - Size: 9.52 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 91 - Forks: 11

BorealisAI/continuous-latent-process-flows

Code, data, and pre-trained models for the paper "Continuous Latent Process Flows" (NeurIPS 2021)

Language: Python - Size: 15.4 MB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 5

etetteh/OoD_Gen-Chest_Xray

Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models

Language: Python - Size: 355 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

subhc/unsup-parts

Unsupervised Part Discovery from Contrastive Reconstruction (NeurIPS 2021)

Language: Python - Size: 234 KB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 64 - Forks: 7

JHLew/Learnable-Fourier-Features

Unofficial pytorch implementation of the paper "Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding", NeurIPS 2021.

Language: Python - Size: 5.86 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 10 - Forks: 0

EndlessSora/DeceiveD

[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

Language: Python - Size: 3.53 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 250 - Forks: 24

JonathanCrabbe/Simplex

This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help of a corpus of examples. For more details, please read our NeurIPS 2021 paper: 'Explaining Latent Representations with a Corpus of Examples'.

Language: Python - Size: 1010 KB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 22 - Forks: 8

csdongxian/ANP_backdoor

Codes for NeurIPS 2021 paper "Adversarial Neuron Pruning Purifies Backdoored Deep Models"

Language: Python - Size: 282 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 48 - Forks: 12

SunghwanHong/Cost-Aggregation-transformers

Official implementation of CATs

Language: Python - Size: 1.45 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 131 - Forks: 11

jh-jeong/smoothmix

Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)

Language: Roff - Size: 16.8 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 3

xheon/panoptic-reconstruction

Official implementation of the NeurIPS 2021 paper "Panoptic 3D Scene Reconstruction from a Single RGB Image"

Language: Python - Size: 14 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 169 - Forks: 23

rctzeng/NeurIPS2021-FWS

This is the repo for Fast Pure Exploration via Frank-Wolfe (NeurIPS 2021).

Language: Julia - Size: 25.4 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

visinf/dense-ulearn-vos

Dense Unsupervised Learning for Video Segmentation (NeurIPS*2021)

Language: Python - Size: 7.48 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 181 - Forks: 21

Lilac-Lee/Neural_Scene_Flow_Prior

Neural Scene Flow Prior (NeurIPS 2021 spotlight)

Language: Python - Size: 16.8 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 105 - Forks: 10

abonte/cincer

Interactive Label Cleaning with Example-based Explanations

Language: Python - Size: 9.05 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 1

BorealisAI/monotonicity-mixup

Code of "Not Too Close and Not Too Far: Enforcing Monotonicity Requires Penalizing The Right Points"

Language: Python - Size: 42 KB - Last synced at: 7 days ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

rozumden/ShapeFromBlur

[NeurIPS 2021] Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects

Language: Python - Size: 15.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 110 - Forks: 12

CISiPLab/cisip-FIRe

Fast Image Retrieval (FIRe) is an open source project to promote image retrieval research. It implements most of the major binary hashing methods to date, together with different popular backbone networks and public datasets.

Language: Python - Size: 667 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 57 - Forks: 8

LearningByDoingCompetition/learningbydoing-comp

LearningByDoing NeurIPS 2021 Competition: Standalone Code and Results

Language: Python - Size: 23.2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 4

ashudeep/ranking-fairness-uncertainty

Code for the NeurIPS 2021 paper: Fairness in Ranking under Uncertainty

Language: Jupyter Notebook - Size: 1.28 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 0

vsomnath/holoprot

Multi-Scale Representation Learning on Proteins (NeurIPS 2021)

Language: Python - Size: 875 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 37 - Forks: 6

vsomnath/graphretro

Learning Graph Models for Retrosynthesis Prediction (NeurIPS 2021)

Language: Python - Size: 20.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 29 - Forks: 11

verlab/DEAL_NeurIPS_2021

PyTorch implementation of the descriptor DEAL presented at NeurIPS 2021 "Extracting Deformation-Aware Local Features by Learning to Deform".

Language: Jupyter Notebook - Size: 27.9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 5

zlin7/LVD

Locally Valid and Discriminative Prediction Intervals for Deep Learning Models

Language: Jupyter Notebook - Size: 995 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 1

neerajwagh/eeg-self-supervision

Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!

Language: Python - Size: 53.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 1

yuPeiyu98/DRC

[NeurIPS 2021] Unsupervised Foreground Extraction via Deep Region Competition

Language: Python - Size: 2.08 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 32 - Forks: 3

liang-hou/ssgan-la

[NeurIPS 2021] Self-Supervised GANs with Label Augmentation

Language: Python - Size: 3.46 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 3

jeremy313/FL-WBC

Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective".

Language: Python - Size: 93.8 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 6

yesiltepe-hidir/dynamical-inference-with-neural-interpreters

[Open Sourced] NeurIPS 2021: Dynamical Inference with Neural Interpreters by N. Rahaman, M. Gondal, S. Joshi, P. Gehler, Y. Bengio, F. Locatello, B. Schölkopf

Language: Python - Size: 42 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

flyingtango/DiGCL

The PyTorch implementation of Directed Graph Contrastive Learning (DiGCL), NeurIPS-2021

Language: Python - Size: 8.2 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 30 - Forks: 1

Jiahao000/ORL

[NeurIPS 2021] ORL: Unsupervised Object-Level Representation Learning from Scene Images

Language: Python - Size: 2 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 56 - Forks: 5

YicongHong/Entity-Graph-VLN

Code of the NeurIPS 2021 paper: Language and Visual Entity Relationship Graph for Agent Navigation

Language: Python - Size: 347 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 34 - Forks: 4

dylan-slack/Modeling-Uncertainty-Local-Explainability

Local explanations with uncertainty 💐!

Language: Python - Size: 7.57 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 9

oveilleux/Realistic_Transductive_Few_Shot

(NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning

Language: Python - Size: 5.88 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 2

lattice-ai/meta-pretraining Fork of aniruddhraghu/meta-pretraining 📦

Fork of Official Implementation of Meta-Learning to Improve Pre-Training, NeurIPS'21 Poster. (https://arxiv.org/abs/2111.01754)

Language: Python - Size: 116 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

MinaGhadimiAtigh/Hyperbolic-Busemann-Learning

Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021

Language: Python - Size: 742 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 3

RakitinDen/pytorch-recursive-gumbel-max-trick

Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces, NeurIPS 2021

Language: Jupyter Notebook - Size: 1.38 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 0

hoangtuanvu/CircleNLU

CircleNLU: A Tool for building Natural Language Understanding system. This paper was accepted at NeurIPS Data-centric AI workshop 2021.

Size: 0 Bytes - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

wangkua1/releasing-research-code Fork of paperswithcode/releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

Size: 561 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

Related Keywords
neurips-2021 58 deep-learning 20 pytorch 15 machine-learning 13 neurips 6 computer-vision 6 self-supervised-learning 6 image-retrieval 4 unsupervised-learning 4 graph-neural-networks 3 segmentation 3 python 3 representation-learning 3 contrastive-learning 3 gan 2 backdoor-attacks 2 orthohash 2 uncertainty 2 example-based-explanations 2 few-shot 2 roxf 2 rpar 2 neural-network 2 supervised-hashing 2 adversarial-defense 2 tracker-misc 2 video-object-segmentation 2 wandb 2 3d-reconstruction 2 geometry 2 coco 2 tabular-data 2 cosine-similarity 2 deep-hashing 2 gldv2 2 hash-codes 2 image-generation 2 hashing 2 imagenet 2 instance-level-retrieval 2 explainable-ai 2 graph-neural-network 1 fixed-confidence 1 molecules 1 retrosynthesis 1 deal 1 deformable-object 1 deformable-registration 1 deformable-tracking 1 frank-wolfe 1 multi-armed-bandits 1 3d-vision 1 implicit-representations 1 runtime-optimization 1 scene-flow 1 interactive-learning 1 monotonicity 1 xai4debugging 1 deblurring 1 fast-moving-objects 1 mesh-generation 1 motion-blur 1 neurips2021 1 optimization 1 temporal-super-resolution 1 deeplearning 1 dpn 1 hacktoberfest 1 imageretrieval 1 causality 1 competition 1 control-theory 1 reinforcement-learning 1 fairness-ml 1 individual-fairness 1 ranking-algorithm 1 proteins 1 lime 1 shap 1 uncertainty-quantification 1 alpha-divergence 1 class-imbalance 1 dirichlet-distribution 1 few-shot-classification 1 few-shot-learning 1 random-distributions 1 transductive-learning 1 pretraining 1 python3 1 simclr 1 hyperbolic-embeddings 1 hyperbolic-space 1 poincare-embeddings 1 prototype-learning 1 arborescence 1 binary-tree 1 discrete-variables 1 exponential-distribution 1 gradient-estimation 1 gumbel 1