Learnable Global Pooling Layers Based on Regularized Optimal Transport (ROT)
☆16Mar 17, 2024Updated last year
Alternatives and similar repositories for ROT-Pooling
Users that are interested in ROT-Pooling are comparing it to the libraries listed below
Sorting:
- A Quasi-Wasserstein Loss for Learning Graph Neural Networks (QW loss)☆10May 20, 2024Updated last year
- [CIKM2023] The official implementation of "MPerformer: An SE(3) Transformer-based Molecular Perceptron"☆28Nov 12, 2024Updated last year
- [ICML2025] The official implementation of "PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models"☆33Jan 30, 2026Updated last month
- ☆33Dec 17, 2025Updated 2 months ago
- A list of papers for group meeting☆19Jan 5, 2026Updated last month
- [ICML 2025] 🧬 ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation☆81Feb 12, 2026Updated 2 weeks ago
- [CIKM2024] The official implementation of "MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction"☆39Aug 20, 2025Updated 6 months ago
- Geometric Algebra Flow Matching (GAFL) for Protein Backbone Generation☆17Oct 31, 2025Updated 4 months ago
- [ICML2025] The official implementation of "WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State…☆32Jun 7, 2025Updated 8 months ago
- "Applying Regularized Schrödinger-Bridge-Based Stochastic Process in Generative Modeling"☆11Aug 16, 2022Updated 3 years ago
- ☆11Apr 10, 2023Updated 2 years ago
- [ACMMM 2024] An Inverse Partial Optimal Transport Framework for Music-guided Movie Trailer Generation☆16Mar 15, 2025Updated 11 months ago
- Paper preview on group meeting☆11Feb 9, 2026Updated 2 weeks ago
- [Neurips 2025] Official Implementation of ConfRover models☆20Feb 3, 2026Updated 3 weeks ago
- This is the code related to the article 'Intrinsic persistent homology via density-based metric learning'☆10May 8, 2023Updated 2 years ago
- WWW22 - MiDaS: Representative Hypergraph Sampling☆13May 7, 2024Updated last year
- Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT…☆15Feb 25, 2022Updated 4 years ago
- Source code for Noise-Contrastive Estimation for Multivariate Point Processes (NeurIPS 2020).☆15Nov 3, 2020Updated 5 years ago
- Code for computing Hypergraph Co-Optimal Transport distances☆17Jan 19, 2023Updated 3 years ago
- Official repository for Cell Attention Networks☆14Jan 11, 2024Updated 2 years ago
- J-BHI 2024: Exploiting Hierarchical Interactions for Protein Surface Learning☆17Jan 21, 2024Updated 2 years ago
- Vabs-Net: Pre-Training Protein Bi-level Representation Through Span Mask Strategy On 3D Protein Chains☆18Sep 12, 2024Updated last year
- Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"☆17Jun 27, 2021Updated 4 years ago
- Code for Online Graph Dictionary Learning☆18Mar 1, 2022Updated 3 years ago
- Quaternion Product Units for Deep Learning on 3D Rotation Groups☆19May 19, 2020Updated 5 years ago
- [AAAI2023 Oral] The official implementation of "Hierarchical Contrastive Learning for Temporal Point Processes"☆67Mar 29, 2025Updated 11 months ago
- ☆26Oct 12, 2024Updated last year
- Official implementation of Metric Flow Matching (NeurIPS 2024)☆55Aug 14, 2025Updated 6 months ago
- Size-Invariant Graph Representations for Graph Classification Extrapolations (ICML 2021 Long Talk)☆23Jan 26, 2023Updated 3 years ago
- Transformers with doubly stochastic attention☆54Sep 14, 2022Updated 3 years ago
- ☆21Aug 26, 2025Updated 6 months ago
- Source Code of IJCAI 2022 paper "Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport"☆23Aug 22, 2022Updated 3 years ago
- Code for AAAI 2023 (Oral) paper "Extracting Low-/High- Frequency Knowledge from Graph Neural Networks and Injecting it into MLPs: An Effe…☆26Jul 20, 2024Updated last year
- Evolutionary Algorithm with Diffusion Models for Protein Design☆30Jan 7, 2026Updated last month
- [AAAI2025] The official implementation of "A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes"☆54Nov 17, 2025Updated 3 months ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆27Dec 8, 2022Updated 3 years ago
- Official implementation of geometric algebra transformers for large biomedical surface and volume meshes (LaB-GATr)☆33Dec 3, 2025Updated 2 months ago
- Reference implmentation of Diffusion models on SO(3)☆31Mar 1, 2022Updated 3 years ago
- [ICLR 2023] "HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing" by Tianlong Chen*, Chengyue Gong*, Daniel …☆32Mar 19, 2023Updated 2 years ago