neurips-2022

There are 5 repositories under neurips-2022 topic.

MCG-NJU / VideoMAE
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
action-recognition mae masked-autoencoder neurips-2022 pytorch self-supervised-learning transformer video-analysis video-representation-learning video-transformer video-understanding vision-transformer
Language:Python 1273
gradient-descent-the-ultimate-optimizer
kach / gradient-descent-the-ultimate-optimizer
Code for our NeurIPS 2022 paper
deep-learning differentiable-programming machine-learning neurips neurips-2022 pytorch
Language:Python 361
alibaba / lightweight-neural-architecture-search
This is a collection of our zero-cost NAS and efficient vision applications.
automl classfication cvpr2023 deepmad iclr2023 icml-2022 maedet nas neurips-2022 object-detection pytorch training-free-nas zennas zero-cost-nas
Language:Python 359
monk1337 / resp
Fetch Academic Research Papers from different sources
acl acl2021 arxiv arxiv-api arxiv-papers citations connected-papers cvf-conference google-api google-scholar google-scholar-crawler google-scholar-scrapper ijcai neurips neurips-2022 openreview pmlr related-articles semantic-scholar download-citations
Language:Python 358
Rongjiehuang / GenerSpeech
PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.
domain-generalization neurips-2022 speech-synthesis style-transfer text-to-speech tts
Language:Python 310
ShoufaChen / AdaptFormer
[NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"
adapter recognition vision-transformer visual-adapter neurips-2022
Language:Python 310
qitianwu / NodeFormer
The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"
graph-neural-networks graph-structure-learning graph-transformer image-classification large-graph neurips-2022 node-classification pytorch pytorch-geometric relational-learning text-classification
Language:Jupyter Notebook 279
Adamdad / DeRy
[NeurIPS2022] Deep Model Reassembly
ai deep-learning deep-neural-networks machine-learning model-reuse neural-networks neurips-2022 transfer-learning
Language:Python 257
gcorso / torsional-diffusion
Implementation of Torsional Diffusion for Molecular Conformer Generation (NeurIPS 2022)
chemistry conformer-generator equivariance geometry machine-learning molecules neurips-2022 torsion-angles
Language:Python 247
yiqun-wang / HFS
HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details (NeurIPS 2022)
high-frequency nerf pytorch surface-reconstruction implicit-surfaces multi-view-reconstruction neurips-2022
Language:Python 220
POZAlabs / ComMU-code
[NeurIPS'22] Official code of "ComMU: Dataset for Combinatorial Music Generation"
neurips-2022 commu music-generation
Language:Python 137
Lee-Gihun / MEDIAR
(NeurIPS 2022 CellSeg Challenge - 1st Winner) Open source code for "MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy"
biomedical cell-biology cell-segmentation instance-segmentation monai multi-modality neurips-2022 pytorch pytorch-implementation pytorch-segmentation vision-transformer miscroscopy multi-resolution
Language:Python 130
hila-chefer / RobustViT
[NeurIPS 2022] Official PyTorch implementation of Optimizing Relevance Maps of Vision Transformers Improves Robustness. This code allows to finetune the explainability maps of Vision Transformers to enhance robustness.
explainability neurips neurips-2022 robustness vision-transformer
Language:Jupyter Notebook 122
vlfom / RNCDL
[NeurIPS 2022] The official implementation of "Learning to Discover and Detect Objects".
computer-vision deep-learning neurips-2022 object-detection pytorch representation-learning transfer-learning
Language:Python 108
CVMI-Lab / SlotCon
(NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping
contrastive-learning neurips-2022 object-discovery pre-training self-supervised-learning slotcon
Language:Python 91
MACderRu / HyperDomainNet
Official Implementation for "HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks" (NeurIPS 2022)
generative-adversarial-network neurips-2022 stylegan2 domain-adaptation
Language:Python 90
kevinsbello / dagma
A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"
structure-learning causal-discovery graphical-models neurips-2022 bayesian-networks dags
Language:Python 83
tangjiapeng / NSDP
The official implementation for NeurIPS 2022 Spotlight Neural Shape Deformation Priors
geometry-processing neural-fields neurips-2022 non-rigid-deformation non-rigid-shapes shape-deformation shape-manipulation vision-transformer
Language:Python 68
Anttwo / MACARONS
(CVPR 2023) Official code of MACARONS: Mapping And Coverage Anticipation with RGB ONline Self-supervision. Also contains an updated and improved implementation of our previous work SCONE (NeurIPS 2022), on which this work is built.
3d-reconstruction computer-vision cvpr-2023 cvpr2023 deep-learning neurips-2022 neurips2022 next-best-view pytorch
Language:Jupyter Notebook 67
ziplab / EcoFormer
[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"
neurips-2022 classification efficient-transformers vision-transformer pytorch
Language:Python 66
danielegrattarola / GINR
Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).
implicit-neural-representation machine-learning pytorch neural-fields neurips-2022 deep-learning
Language:HTML 65
ylhz / Adversarial_Attacks_and_Defense_NeurIPS2022
A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.
adversarial-attacks adversarial-defenses adversarial-examples adversarial-learning adversarial-machine-learning neurips-2022 paperlist
65
yshen47 / SGAM
[NeurIPS 2022] SGAM: Building a Virtual 3D World through Simultaneous Generation and Mapping
3d-generation computer-vision generative-model neurips-2022 world-models
Language:Python 58
Albert0147 / AaD_SFDA
Code for our NeurIPS 2022 (spotlight) paper 'Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation'
neurips-2022 neurips2022 source-free-domain-adaptation
Language:Python 56
miccaiif / WENO
Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
knowledge-distillation multiple-instance-learning neurips-2022 weakly-supervised-learning whole-slide-image
Language:Python 54
ModelZoos / ModelZooDataset
Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Models"
dataset deep-learning neural-networks neurips-2022 pytorch representation-learning
Language:Python 49
neuralchen / RainNet
[NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
climate-change dataset deep-learning meteorology neurips-2022
Language:Python 48
MCG-NJU / VideoMAE-Action-Detection
[NeurIPS 2022 Spotlight] VideoMAE for Action Detection
pytorch mae masked-autoencoder neurips-2022 transformer video-transformer video-understanding videomae action-detection
Language:Python 47
Jarvis73 / FPTrans
PyTorch implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)
few-shot-segmentation pytorch transformer neurips-2022
Language:Python 46
mlvlab / TokenMixup
Official pytorch implementation of NeurIPS 2022 paper, TokenMixup
neurips-2022 mixup vision-transformer
Language:Python 45
itergp
JonathanWenger / itergp
IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)
gaussian-processes numerical-linear-algebra machine-learning probabilistic-numerics neurips-2022
Language:Python 38
MCG-NJU / PointTAD
[NeurIPS 2022] PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points
action-detection neurips-2022 temporal-action-detection video-understanding
Language:Python 37
vLAR-group / UnsupObjSeg
🔥Benchmarking Unsupervised Object Segmentation (NeurIPS 2022)
benchmarking generative-model instance-segmentation neurips-2022 object-centric object-detection object-segmentation real-world-images unsupervised-learning variational-autoencoder variational-inference
Language:Python 33
Anttwo / SCONE
(NeurIPS 2022 - Spotlight) Official code of SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration
3d-reconstruction computer-vision deep-learning neurips-2022 neurips2022 next-best-view pytorch
Language:Python 28
AI-in-Health / Patient-Instructions
Code for "Retrieve, Reason, and Refine: Generating Accurate and Faithful Discharge/Patient Instructions" (NeurIPS 2022)
clinical-data clinical-nlp knowledge-graph machine-learning neurips neurips-2022 retrieve
Language:Jupyter Notebook 27
eslambakr / LAR-Look-Around-and-Refer
This is the official implementation for our paper;"LAR:Look Around and Refer".
3d 3dvisualgrounding deeplearning deep-neural-networks cnn multimodal-deep-learning grounding transformers geometry machine-learning neurips neurips-2022 projective-geometry
Language:C++ 25

neurips-2022

MCG-NJU / VideoMAE

kach / gradient-descent-the-ultimate-optimizer

alibaba / lightweight-neural-architecture-search

monk1337 / resp

Rongjiehuang / GenerSpeech

ShoufaChen / AdaptFormer

qitianwu / NodeFormer

Adamdad / DeRy

gcorso / torsional-diffusion

yiqun-wang / HFS

POZAlabs / ComMU-code

Lee-Gihun / MEDIAR

hila-chefer / RobustViT

vlfom / RNCDL

CVMI-Lab / SlotCon

MACderRu / HyperDomainNet

kevinsbello / dagma

tangjiapeng / NSDP

Anttwo / MACARONS

ziplab / EcoFormer

danielegrattarola / GINR

ylhz / Adversarial_Attacks_and_Defense_NeurIPS2022

yshen47 / SGAM

Albert0147 / AaD_SFDA

miccaiif / WENO

ModelZoos / ModelZooDataset

neuralchen / RainNet

MCG-NJU / VideoMAE-Action-Detection

Jarvis73 / FPTrans

mlvlab / TokenMixup

JonathanWenger / itergp

MCG-NJU / PointTAD

vLAR-group / UnsupObjSeg

Anttwo / SCONE

AI-in-Health / Patient-Instructions

eslambakr / LAR-Look-Around-and-Refer