ShoufaChen/AdaptFormer

[NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"

Language: Python - Size: 2.67 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 352 - Forks: 21

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"

Language: Python - Size: 675 KB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 115 - Forks: 20

kach/gradient-descent-the-ultimate-optimizer

Code for our NeurIPS 2022 paper

Language: Python - Size: 5.86 KB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 367 - Forks: 21

val-iisc/Saddle-LongTail

[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"

Language: Python - Size: 12.9 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 3

monk1337/resp

Fetch Academic Research Papers from different sources

Language: Python - Size: 85.9 KB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 421 - Forks: 46

neuralchen/RainNet

[NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling

Language: Python - Size: 68.2 MB - Last synced at: 19 days ago - Pushed at: 7 months ago - Stars: 56 - Forks: 9

Adamdad/DeRy

[NeurIPS2022] Deep Model Reassembly

Language: Python - Size: 1.32 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 253 - Forks: 11

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

abhrac/relational-proxies

Official implementation of "Relational Proxies: Emergent Relationships as Fine-Grained Discriminators", NeurIPS 2022.

Language: Python - Size: 544 KB - Last synced at: 24 days ago - Pushed at: 3 months ago - Stars: 14 - Forks: 1

Anttwo/SCONE

(NeurIPS 2022 - Spotlight) Official code of SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration

Language: Python - Size: 127 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 34 - Forks: 1

MCG-NJU/VideoMAE

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

Language: Python - Size: 547 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1,451 - Forks: 142

Rongjiehuang/GenerSpeech

PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.

Language: Python - Size: 4.69 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 322 - Forks: 40

CVMI-Lab/SlotCon

(NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping

Language: Python - Size: 1.63 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 96 - Forks: 9

IBM/pmlayer

Neural network layer to handle monotonicity constraints.

Language: Python - Size: 3.02 MB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

gcorso/torsional-diffusion

Implementation of Torsional Diffusion for Molecular Conformer Generation (NeurIPS 2022)

Language: Python - Size: 1.45 MB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 259 - Forks: 46

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.

Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 77 - Forks: 7

danielegrattarola/GINR

Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).

Language: HTML - Size: 30.1 MB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 70 - Forks: 4

fedebotu/NeurIPS2022-OpenReviewData

Crawl & Visualize NeurIPS 2022 Data from OpenReview

Language: Jupyter Notebook - Size: 16.9 MB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 0

LCS2-IIITD/Hyphen

[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification

Language: Python - Size: 486 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 27 - Forks: 1

alibaba/lightweight-neural-architecture-search

This is a collection of our zero-cost NAS and efficient vision applications.

Language: Python - Size: 3.03 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 393 - Forks: 50

yshen47/SGAM_NeurIPS22

[NeurIPS 2022] SGAM: Building a Virtual 3D World through Simultaneous Generation and Mapping

Language: Python - Size: 43.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 60 - Forks: 5

JonathanWenger/itergp

IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)

Language: Python - Size: 19.9 MB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 40 - Forks: 2

Albert0147/AaD_SFDA

Code for our NeurIPS 2022 (spotlight) paper 'Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation'

Language: Python - Size: 539 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 65 - Forks: 6

Allenpandas/2022-Reinforcement-Learning-Conferences-Papers 📦

The proceedings of top conference in 2022 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

Size: 151 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 3

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.

Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 127 - Forks: 13

pnnl/modelsym

Code to run the experiments of the Neurips 2022 paper On the Symmetries of Deep Learning Models and their Internal Representations.

Language: Jupyter Notebook - Size: 389 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 3

HidKim/APP

Code for "Fast Bayesian Estimation of Point Process Intensity as Function of Covariates" at NeurIPS2022

Language: Python - Size: 9.21 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

mlvlab/TokenMixup

Official pytorch implementation of NeurIPS 2022 paper, TokenMixup

Language: Python - Size: 8.57 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 48 - Forks: 3

vLAR-group/UnsupObjSeg

🔥Benchmarking Unsupervised Obj Seg (NeurIPS 2022 & IJCV 2024)

Language: Python - Size: 13.2 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 34 - Forks: 1

DesikRengarajan/EMRLD

[NeurIPS 2022] Code for Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments

Language: Python - Size: 354 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 3

AI-in-Health/Patient-Instructions

Code for "Retrieve, Reason, and Refine: Generating Accurate and Faithful Discharge/Patient Instructions" (NeurIPS 2022)

Language: Jupyter Notebook - Size: 173 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 27 - Forks: 6

machinelearningnuremberg/DyHPO

[NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations

Language: Python - Size: 13.7 MB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 2

yuhui-zh15/Modality-Gap Fork of Weixin-Liang/Modality-Gap

Official Code Release for Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning

Size: 47.5 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ModelZoos/ModelZooDataset

Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Models"

Language: Python - Size: 1.11 MB - Last synced at: 10 months ago - Pushed at: almost 2 years ago - Stars: 48 - Forks: 1

miccaiif/WENO

Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

Language: Python - Size: 1.59 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 52 - Forks: 12

MCG-NJU/VideoMAE-Action-Detection

[NeurIPS 2022 Spotlight] VideoMAE for Action Detection

Language: Python - Size: 580 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 38 - Forks: 1

sahandrez/homomorphic_policy_gradient

Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024

Language: Python - Size: 332 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 1

POZAlabs/ComMU-code

[NeurIPS'22] Official code of "ComMU: Dataset for Combinatorial Music Generation"

Language: Python - Size: 9.85 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 134 - Forks: 26

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"

Language: Python - Size: 15 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 112 - Forks: 21

LostXine/elo-sac

(One of) the official code for our NeurIPS'22 paper Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?

Language: Python - Size: 92.8 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

victor369basu/MyosuiteDDQN

In this repository, we try to solve musculoskeletal tasks with `Double DQN reinforcement learning` by using a `transformer` model has been used as the base model architecture.

Language: Python - Size: 45 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 0

MCG-NJU/PointTAD

[NeurIPS 2022] PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points

Language: Python - Size: 88.2 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 1

qitianwu/NodeFormer

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

Language: Jupyter Notebook - Size: 353 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 255 - Forks: 25

ziplab/EcoFormer

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"

Language: Python - Size: 786 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 66 - Forks: 1

DDDOH/SeCBAD

Code for the paper "An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context".

Language: Python - Size: 6.22 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

neerajwagh/evaluating-eeg-representations

Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.

Size: 5.86 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 0

yiqun-wang/HFS

HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details (NeurIPS 2022)

Language: Python - Size: 5.47 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 206 - Forks: 9

SAIT-FDD/sait-fdd.github.io

[NeurIPS 2022, Oral] DaDA: Distortion-aware Domain Adaptation for Unsupervised Semantic Segmentation

Size: 1.75 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

ylhz/Adversarial_Attacks_and_Defense_NeurIPS2022

A list of papers in NeurIPS 2022 related to adversarial attack and defense / AI security.

Size: 1.34 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 45 - Forks: 5

MACderRu/HyperDomainNet

Official Implementation for "HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks" (NeurIPS 2022)

Language: Python - Size: 54.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 81 - Forks: 5

bladewaltz1/ModeCap

Controllable mage captioning model with unsupervised modes

Language: Python - Size: 15.6 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 20 - Forks: 0

HanqingWangAI/VXN

Repository of our accepted NeurIPS-2022 paper "Towards Versatile Embodied Navigation"

Language: Python - Size: 5.72 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 2

kkirchheim/mlsw2022-goe

👾 Outlier Exposure with Generative Models

Language: Jupyter Notebook - Size: 8.61 MB - Last synced at: 24 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

zlin7/TQA

Language: Jupyter Notebook - Size: 2.82 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 1

wearepal/okapi

[NeurIPS 2022] Okapi: Generalising Better by Making Statistical Matches Match

Language: Python - Size: 350 KB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

Jarvis73/FPTrans

PyTorch implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)

Language: Python - Size: 1.24 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 5

RoyalSkye/ATCL

[NeurIPS 2022] "Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks"

Language: Python - Size: 12.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 3

Jarvis73/FPTransPaddle

PaddlePaddle implementation of paper "Feature-Proxy Transformer for Few-Shot Segmentation" (NeurIPS'22 Spotlight)

Language: Python - Size: 1.23 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

euxhenh/automl-decathlon-2022-eh

Fourth place submission to the AutoML Decathlon Competition 2022.

Language: Python - Size: 166 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

tangjiapeng/NSDP

The official implementation for NeurIPS 2022 Spotlight Neural Shape Deformation Priors

Language: Python - Size: 1.66 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 1

ziegler-ingo/cleavage_prediction

Code and dataset for the NeurIPS'22 paper "What cleaves? Is proteasomal cleavage prediction reaching a ceiling?" https://arxiv.org/abs/2210.12991

Language: Jupyter Notebook - Size: 69.3 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0

hwchen2017/Lanczos_Neural_Network_Quantum_State

Supporting code for "Systematic improvement of neural network quantum states using Lanczos (NeurIPS 2022)""

Language: C++ - Size: 131 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

vlfom/RNCDL

[NeurIPS 2022] The official implementation of "Learning to Discover and Detect Objects".

Language: Python - Size: 17.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 97 - Forks: 4

ddasilva/plasma-compression-neurips-2022

End-to-end demonstration of an autoencoder compression algorithm for plasma ion data from the MMS/FPI space instrument. Accompanies the publications da Silva et al., Frontiers in Astronomy and Space Sciences (2023) and da Silva et al., NeurIPS (2022)

Language: Jupyter Notebook - Size: 2.59 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

eslambakr/LAR-Look-Around-and-Refer

This is the official implementation for our paper;"LAR:Look Around and Refer".

Language: C++ - Size: 45 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 2

dsshim0125/s2p

"S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning" (NeurIPS 2022)

Language: Python - Size: 33.8 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

tpopordanoska/ece-kde

Codebase for "A Consistent and Differentiable Lp Canonical Calibration Error Estimator", published in NeurIPS 2022.

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

VietHoang1512/MT-SGD

Stochastic Multiple Target Sampling Gradient Descent (NeurIPS 2022)

Language: Python - Size: 254 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 0

Vindulamj/rl-evaluations

Website for the NeurIPS 2022 paper titled "The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning"

Language: SCSS - Size: 11.8 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sumedhvdatar/deep-endoscopy

Open source dataset for Endoscopic Images

Language: Jupyter Notebook - Size: 90.9 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0