[ICLR 2024 Spotlight] Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
☆34Mar 12, 2026Updated last week
Alternatives and similar repositories for ood_coverage
Users that are interested in ood_coverage are comparing it to the libraries listed below
Sorting:
- [MSSP] Dual Disentanglement Domain Generalization Method for Rotating Machinery Fault Diagnosis☆27Jul 6, 2025Updated 8 months ago
- [NeurIPS 2023] "Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation"☆11Oct 6, 2023Updated 2 years ago
- This is the code for EEGDnet: Fusing non-local and local self-similarity for EEG signal denoising with transformer☆17Jun 3, 2024Updated last year
- source code for ICLR'24 paper "How does unlabeled data provably help OOD detection?"☆13Feb 1, 2024Updated 2 years ago
- Official code for ICML 2022: Mitigating Neural Network Overconfidence with Logit Normalization☆154Jul 5, 2022Updated 3 years ago
- TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer☆47Dec 5, 2023Updated 2 years ago
- This repository collects papers related to Speech Tokenizer.☆17Oct 16, 2024Updated last year
- ☆11Aug 31, 2023Updated 2 years ago
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆56Aug 3, 2022Updated 3 years ago
- Beyond Accuracy: What Matters in Designing Well-Behaved Models?☆18Mar 5, 2026Updated 2 weeks ago
- Analyzing Stock Movements using Markov Chains and Monte Carlo Simulation☆12Dec 25, 2016Updated 9 years ago
- This work is the official Pytorch implementation of our papers: Source-Free Progressive Graph Learning for Open-Set Domain Adaptation (T…☆28Feb 7, 2024Updated 2 years ago
- The official implementation of "Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization" (CVPR 2025)☆14Nov 20, 2025Updated 4 months ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,038Dec 1, 2025Updated 3 months ago
- Implementation of DropCov as described in DropCov: A Simple yet Effective Method for Improving Deep Architectures☆10Oct 15, 2022Updated 3 years ago
- Collections of papers and code for employing MLLM for quality assessment tasks.☆13Apr 18, 2024Updated last year
- ☆14Jul 17, 2025Updated 8 months ago
- Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)☆71Nov 2, 2024Updated last year
- The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"☆84Jul 27, 2023Updated 2 years ago
- ☆12Jan 17, 2024Updated 2 years ago
- This is the pytorch demo code for Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain, (PTMDA) (IEEE Transactions on Ima…☆11Apr 15, 2022Updated 3 years ago
- Code accompanying the paper "Fighting Class Imbalance with Contrastive Learning" (MICCAI2021)☆10Nov 24, 2021Updated 4 years ago
- [ICLR 2024] Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement.☆15Mar 12, 2024Updated 2 years ago
- Official Implementation of Semantic Segmentation MAD☆11Jun 30, 2021Updated 4 years ago
- Official implementation of ICML 2025 paper "Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach"☆11May 27, 2025Updated 9 months ago
- ☆11Dec 6, 2024Updated last year
- [L4DC 2025] Morphological-Symmetry-Equvariant Heterogeneous Graph Neural Network for Robotic Dynamics Learning☆19Dec 6, 2025Updated 3 months ago
- ☆17Oct 22, 2024Updated last year
- Code for BYOP [CVPR 2023]☆11Sep 25, 2023Updated 2 years ago
- ☆11Mar 25, 2021Updated 4 years ago
- [ECCV 2024] Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision☆43May 23, 2025Updated 9 months ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆55Aug 30, 2024Updated last year
- ☆13Dec 27, 2023Updated 2 years ago
- Scripts for training Qwen 2.5 VL with ms-swift and GRPO☆12Feb 27, 2025Updated last year
- Domain Adaptation with Adversarial Training on Penultimate Activations (AAAI 2023)☆11Aug 1, 2023Updated 2 years ago
- Visual Concept Connectome☆15Jun 23, 2024Updated last year
- TopoTrans: Optimal Transport meets Topological Data Analysis☆14Apr 20, 2023Updated 2 years ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 2 years ago
- Model your data with the Von Mises-Fisher distribution in Python☆13Feb 1, 2016Updated 10 years ago