MengyuanChen21 / Awesome-Evidential-Deep-Learning
A curated publication list on evidential deep learning.
☆55Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for Awesome-Evidential-Deep-Learning
- [NeurIPS 2024] Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models☆28Updated last month
- [ICLR 2024 Spotlight] R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning☆34Updated last week
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆39Updated 3 weeks ago
- [AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation☆45Updated last month
- Official code for NeurIPS 2024 paper "Happy: A Debiased Learning Framework for Continual Generalized Category Discovery"☆16Updated last month
- Quality-aware multimodal fusion on ICML 2023☆76Updated last month
- Pytorch implementation of DAPrompt: https://arxiv.org/abs/2202.06687☆89Updated last year
- Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral)☆50Updated last year
- Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".☆28Updated 3 months ago
- This is a summary of research on noisy correspondence. There may be omissions. If anything is missing please get in touch with us. Our em…☆44Updated last month
- ☆9Updated 7 months ago
- About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864☆61Updated last year
- [CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"☆129Updated last year
- This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2…☆93Updated 2 years ago
- Code for ICML 2024 paper (Oral) — Test-Time Model Adaptation with Only Forward Passes☆52Updated 3 months ago
- This is a summary of research on noisy correspondence. There may be omissions. If anything is missing please get in touch with us. Our em…☆35Updated 2 months ago
- A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)☆40Updated last year
- Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval ( ACM Multimedia 2022, Pytorch Code)☆41Updated 8 months ago
- A curated list of most recent papers & codes in Learning with Partial/Complementary Labels☆48Updated 2 months ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆146Updated 11 months ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆83Updated 5 months ago
- The official implementation of paper "Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval" accepted by NeurIPS…☆21Updated 6 months ago
- PMR: Prototypical Modal Rebalance for Multimodal Learning☆30Updated last year
- [TPAMI 2024] Probabilistic Contrastive Learning for Long-Tailed Visual Recognition☆64Updated last month
- CVPR2023: AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning☆13Updated last year
- Source code for the paper "Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts" (ICML 2024)☆64Updated last month
- Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution☆37Updated 8 months ago
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆81Updated last year
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆67Updated 7 months ago
- The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning"(CVPR24) in PyTorch.☆58Updated 3 months ago