Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/2111.15430
☆50Nov 12, 2022Updated 3 years ago
Alternatives and similar repositories for MbLS
Users that are interested in MbLS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for our method CALS (Class Adaptive Label Smoothing) for network calibration. To Appear at CVPR 2023. Paper: https://arxiv.org/abs/2…☆24Jun 4, 2023Updated 3 years ago
- Code for our ICCV 2023 paper "Parametric Information Maximization for Generalized Category Discovery"☆16Jun 17, 2024Updated 2 years ago
- Model calibration in CLIP Adapters☆20Aug 19, 2024Updated 2 years ago
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆25Feb 18, 2024Updated 2 years ago
- [ICLR'24] Official code for "C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion"☆24Jun 9, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This repo is the official megengine implementation of the ECCV2022 paper: Efficient One Pass Self-distillation with Zipf's Label Smoothin…☆27Oct 19, 2022Updated 3 years ago
- Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.…☆43Sep 24, 2023Updated 2 years ago
- [MedIA'25] Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.☆46Oct 15, 2025Updated 11 months ago
- Code implementation of our ICLR'21 paper "Calibration of Neural Networks using Splines"☆21Mar 31, 2023Updated 3 years ago
- Model-agnostic posthoc calibration without distributional assumptions☆41Oct 20, 2023Updated 2 years ago
- An official implementation of "RankMixup: Ranking-Based Mixup Training for Network Calibration" (ICCV 2023) in PyTorch.☆11Dec 18, 2023Updated 2 years ago
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…☆33Nov 9, 2022Updated 3 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆42Jul 5, 2023Updated 3 years ago
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆83Jun 7, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Experiments on meta-learning algorithms to solve few-shot domain adaptation☆10Aug 5, 2021Updated 5 years ago
- Re-implementation of Online Label Smoothing.☆20Jun 9, 2021Updated 5 years ago
- Codebase for "A Consistent and Differentiable Lp Canonical Calibration Error Estimator", published at NeurIPS 2022.☆16Mar 18, 2024Updated 2 years ago
- codes for paper accepted in IPMI2025 titled: ''MAD-AD: Masked Diffusion Autoencoder for Unsupervised Brain Anomaly Detection"☆17Aug 26, 2025Updated last year
- Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…☆18Nov 1, 2022Updated 3 years ago
- [CVPR'25] Conformal prediction for vision-language models. Enhancing VLMs deployment with reliability gurarantees.☆21Jun 7, 2025Updated last year
- (CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166☆175Mar 5, 2023Updated 3 years ago
- PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"☆26Jun 10, 2023Updated 3 years ago
- This repository contains the pytorch implementation of our LiviaNET architecture☆16Nov 26, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The code for "MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction"☆14Feb 7, 2025Updated last year
- Code for the CVPR 2023 paper "Proximal Splitting Adversarial Attacks for Semantic Segmentation"☆22Apr 30, 2024Updated 2 years ago
- Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆79May 14, 2020Updated 6 years ago
- An implementation of <Group Fisher Pruning for Practical Network Compression> based on pytorch and mmcv☆18Nov 21, 2021Updated 4 years ago
- Switchable Online Knowledge Distillation☆19Oct 27, 2024Updated last year
- (NeurIPS 2021) Realistic Evaluation of Transductive Few-Shot Learning☆25Nov 10, 2022Updated 3 years ago
- Official PyTorch Implementation of DIaM in "A Strong Baseline for Generalized Few-Shot Semantic Segmentation" (CVPR 2023)☆75Sep 6, 2024Updated 2 years ago
- This code accompanies the paper "Parameter-free Online Test-time Adaptation".☆77Jun 21, 2022Updated 4 years ago
- some idea about object detection☆18May 9, 2020Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Official implementation for paper "Relational Surrogate Loss Learning", ICLR 2022☆37Nov 25, 2022Updated 3 years ago
- ☆14Jan 11, 2024Updated 2 years ago
- Learnable Global Pooling Layers Based on Regularized Optimal Transport (ROT)☆16Mar 17, 2024Updated 2 years ago
- Official Pytorch implementation of ACIDS, ECCV 2020 "Learning to Cluster under Domain Shift"☆15Dec 10, 2020Updated 5 years ago
- Code for the SIGGRAPH 2017 paper "Convolutional Neural Networks on Surfaces via Seamless Toric Covers"☆22Feb 7, 2019Updated 7 years ago
- Local Temperature Scaling for Probability Calibration☆25Nov 26, 2021Updated 4 years ago
- Implementation of CVPR 2022 paper "Learning Distinctive Margin toward Active Domain Adaptation”☆20Apr 3, 2022Updated 4 years ago