Topic: out-of-distribution-detection Goto Github
Some thing interesting about out-of-distribution-detection
Some thing interesting about out-of-distribution-detection
out-of-distribution-detection,CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)
Organization: alinlab
Home Page: https://arxiv.org/abs/2007.08176
out-of-distribution-detection,MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)
Organization: alinlab
Home Page: https://arxiv.org/abs/2012.09392
out-of-distribution-detection,The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks
User: ashafaei
out-of-distribution-detection,This is the code accompanying the AAAI 2022 paper "Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives" https://arxiv.org/abs/2201.11736 . The method allows you to use additional ranking information for representation learning.
Organization: boschresearch
out-of-distribution-detection,OOD Generalization and Detection (ACL 2020)
User: camelop
Home Page: https://arxiv.org/abs/2004.06100
out-of-distribution-detection,The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
Organization: cleanlab
Home Page: https://cleanlab.ai
out-of-distribution-detection,Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems to reduce costs, extend their lifespan, and facilitate sustainable development.
User: conditionwang
out-of-distribution-detection,A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization
User: continuousml
out-of-distribution-detection,Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.
Organization: deel-ai
Home Page: https://deel-ai.github.io/oodeel/
out-of-distribution-detection,PyTorch implementation of CIDER (How to exploit hyperspherical embeddings for out-of-distribution detection), ICLR 2023
Organization: deeplearning-wisc
out-of-distribution-detection,PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022
Organization: deeplearning-wisc
out-of-distribution-detection,A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in your project! Perform efficient inferences (i.e., do not increase inference time) without repetitive model training, hyperparameter tuning, or collecting additional data.
User: dlmacedo
out-of-distribution-detection,A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.
User: dlmacedo
out-of-distribution-detection,Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity
User: engkarat
out-of-distribution-detection,Latent Discriminant deterministic Uncertainty [ECCV2022]
Organization: ensta-u2is-ai
out-of-distribution-detection,MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]
Organization: ensta-u2is-ai
Home Page: https://muad-dataset.github.io/
out-of-distribution-detection,ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.
User: guansongpang
Home Page: https://github.com/GuansongPang/anomaly-detection-datasets
out-of-distribution-detection,The Combined Anomalous Object Segmentation (CAOS) Benchmark
User: hendrycks
out-of-distribution-detection,Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
User: hendrycks
out-of-distribution-detection,Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)
User: hendrycks
out-of-distribution-detection,Self-Supervised Learning for OOD Detection (NeurIPS 2019)
User: hendrycks
out-of-distribution-detection,[ICCV 2021] Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain
User: icgy96
Home Page: https://arxiv.org/abs/2108.08487
out-of-distribution-detection,[TPAMI 2021] Adversarial Reciprocal Points Learning for Open Set Recognition
User: icgy96
Home Page: https://ieeexplore.ieee.org/document/9521769
out-of-distribution-detection,A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
User: icgy96
out-of-distribution-detection,A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)
User: impression2805
out-of-distribution-detection,Code and data for the paper "In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation"
User: j-cb
Home Page: https://arxiv.org/abs/2306.00826
out-of-distribution-detection,Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
User: javierantoran
out-of-distribution-detection,The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.
User: jingkang50
out-of-distribution-detection,The Official Repository for "Generalized OOD Detection: A Survey"
User: jingkang50
out-of-distribution-detection,Benchmarking Generalized Out-of-Distribution Detection
User: jingkang50
out-of-distribution-detection,NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection"
User: kingjamessong
Home Page: https://arxiv.org/abs/2209.08590
out-of-distribution-detection,Official PyTorch code for "Out-of-distribution detection with denoising diffusion models"
User: marksgraham
Home Page: https://arxiv.org/abs/2211.07740
out-of-distribution-detection,Feature Space Singularity for Out-of-Distribution Detection. (SafeAI 2021)
Organization: megvii-research
out-of-distribution-detection,[ICLR 2024] R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning
User: mengyuanchen21
out-of-distribution-detection,Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]
User: mephisto405
Home Page: http://inyoungcho.mystrikingly.com/
out-of-distribution-detection,Paper of out of distribution detection and generalization
User: minihuihui
out-of-distribution-detection,Outlier Exposure with Confidence Control for Out-of-Distribution Detection
User: nazim1021
out-of-distribution-detection,Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)
User: nazirnayal8
Home Page: https://kuis-ai.github.io/RbA/
out-of-distribution-detection,Official repository for the paper "Masksembles for Uncertainty Estimation" (CVPR2021).
User: nikitadurasov
Home Page: https://nikitadurasov.github.io/projects/masksembles/
out-of-distribution-detection,The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"
User: qitianwu
out-of-distribution-detection,Implementation of "Detecting Anomalous Event Sequences with Temporal Point Processes" (NeurIPS 2021)
User: shchur
out-of-distribution-detection,[ICCV'23 Oral] Unmasking Anomalies in Road-Scene Segmentation
User: shyam671
out-of-distribution-detection,Uncertainty-Aware Reliable Text Classification (KDD 2021)
User: snowood1
out-of-distribution-detection,This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".
User: taslimisina
Home Page: https://arxiv.org/abs/2110.14051
out-of-distribution-detection,Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)
Organization: thuiar
Home Page: https://github.com/thuiar/Adaptive-Decision-Boundary
out-of-distribution-detection,Papers for Open Knowledge Discovery
Organization: thuiar
Home Page: https://github.com/thuiar/OKD-Reading-List
out-of-distribution-detection,ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection
User: wanghsinwei
out-of-distribution-detection,Official PyTorch Repository of "Tailoring Self-Supervision for Supervised Learning" (ECCV 2022 Paper)
User: wjun0830
Home Page: https://arxiv.org/abs/2207.10023
out-of-distribution-detection,A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
User: yzhao062
Home Page: http://pyod.readthedocs.io
out-of-distribution-detection,Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments
User: zjysteven
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