[NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions
☆97Oct 28, 2024Updated 2 years ago
Alternatives and similar repositories for PID
Users that are interested in PID are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning☆654Jan 27, 2024Updated 2 years ago
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆100Aug 22, 2024Updated 2 years ago
- [TMLR 2022] High-Modality Multimodal Transformer☆117Nov 2, 2024Updated 2 years ago
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆78Nov 13, 2023Updated 2 years ago
- ICML2024-ReconBoost: Boosting Can Achieve Modality Reconcilement☆30May 2, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [NeurIPS 2024 Spotlight] Code for the paper "Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts"☆91Jun 9, 2025Updated last year
- Delving into the Continuous Domain Adaptation (ACM MM22)☆12Jul 10, 2022Updated 4 years ago
- Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction - CVPR 2024☆173Nov 19, 2024Updated last year
- Implementation of FuseMoE for FlexiModal Fusion, NeurIPS'24☆37Mar 26, 2026Updated 7 months ago
- [ICLR 2024]Implementation of "Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction"☆85May 5, 2024Updated 2 years ago
- [NeurIPS 2025] Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions☆14Jan 24, 2026Updated 9 months ago
- SΩI: Score-based O-INFORMATION Estimation☆12Aug 1, 2024Updated 2 years ago
- The repo for "MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance", ICML 2024☆55Jun 28, 2024Updated 2 years ago
- Scripts for data processing☆51Jun 6, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official code for Paper: "Can One Modality Model Synergize Training of Other Modality Models?" implemented in PyTorch☆11Jul 21, 2026Updated 3 months ago
- The repo for "Enhancing Multi-modal Cooperation via Sample-level Modality Valuation", CVPR 2024☆62Nov 5, 2024Updated last year
- ☆45Feb 23, 2025Updated last year
- H&E ROI-Level and WSI-Level Nuclei Segmentation with HoVer-Net☆10Jul 30, 2024Updated 2 years ago
- ☆11Jul 25, 2024Updated 2 years ago
- Multi-Scale Fusion for Object Representation, ICLR 2025.☆13Apr 17, 2026Updated 6 months ago
- Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Class…☆12Mar 6, 2023Updated 3 years ago
- Non-disruptive collagen characterization in clinical histopathology using cross-modality image synthesis☆11Apr 25, 2025Updated last year
- An official pytorch implementation for the paper: SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for incomplete multimodal …☆18Dec 30, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Repo containing the training and inference code for 'Actions as Language: Fine-Tuning VLMs into VLAs Without Catastrophic Forgetting.'☆17May 2, 2026Updated 6 months ago
- Holistic evaluation of multimodal foundation models☆48Aug 11, 2024Updated 2 years ago
- Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning☆26Nov 15, 2023Updated 2 years ago
- Feature Aware Normalization - Code for "Context-based Normalization of Histological Stains using Deep Convolutional Features"☆15Nov 11, 2018Updated 7 years ago
- The Pytorch implementation for the paper "Fusion is Not Enough: Single Modal Attack on Fusion Models for 3D Object Detection"☆21Mar 9, 2024Updated 2 years ago
- [ICML'2025]Cross-Modal Alignment via Variational Copula Modelling☆19Oct 6, 2025Updated last year
- The repo for "Balanced Multimodal Learning via On-the-fly Gradient Modulation", CVPR 2022 (ORAL)☆327Sep 22, 2025Updated last year
- Downloading and Creating labels for the TCGA lung Whole Slide Images☆12Feb 29, 2024Updated 2 years ago
- PyTorch implementation of the paper "Does a Neural Network Really Encode Symbolic Concept?" (ICML 2023)☆10Aug 19, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official repo of the paper "Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models"☆13Oct 30, 2024Updated 2 years ago
- A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, col…☆35Feb 14, 2023Updated 3 years ago
- ☆28Oct 26, 2021Updated 5 years ago
- Official repository for Robust Multimodal Large Language Models Against Modality Conflict☆23Jul 9, 2025Updated last year
- Code and data for EMNLP 2023 paper "Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans?"☆15Jan 25, 2024Updated 2 years ago
- [CVPR 2024] Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities☆103Mar 13, 2024Updated 2 years ago
- [ICML 2025] I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts.☆79May 31, 2025Updated last year