Pytorch implementation of a simple way to enable (Stochastic) Frame Averaging for any network
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Jul 26, 2024 - Python
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geometric-learning
Here are 8 public repositories matching this topic...
Layer-wise Semantic Dynamics (LSD) is a model-agnostic framework for hallucination detection in Large Language Models (LLMs). It analyzes the geometric evolution of hidden-state semantics across transformer layers, using contrastive alignment between model activations and ground-truth embeddings to detect factual drift and semantic inconsistency.
nlp machine-learning deep-learning pytorch representation-learning language-model-evaluation contrastive-learning trustworthy-ai large-language-models interpretability-and-explainability geometric-learning hallucination-detection hallucination-mitigation factuality-evaluation semantic-geometry transformer-analysis semantic-drift-analysis
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Oct 28, 2025 - Python
A geometric k-simplex lattice-based vocabulary meant to be utilized by multiple complex variant structurally resonant AI modules.
ai math geometry vocabulary geometric geometric-deep-learning ai-tools geometric-learning math-ai experimental-ai geometric-vocabulary
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Dec 1, 2025 - Python
A code base for Automated Relational Feature Engineering
machine-learning feature-engineering relational-learning inductive-logic-programming knowledge-graphs subgraph-mining geometric-learning
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Apr 18, 2023 - Python
PyTorch implementations of geometric learning algorithms and architectures. Subset of CAMOC.
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Aug 12, 2023 - Python
Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features
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Apr 12, 2021 - Python
Neural implicit reconstruction experiments for the Vector Neuron paper
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Jul 24, 2021 - Python
Topological Cognitive Diffusive Emergence (TCDE) - A Geometric Framework for Emergent Intelligence
machine-learning topology artificial-intelligence differential-geometry cognitive-science asi c-programming geometric-learning emergent-intelligence artifical-superintelligence
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Jan 3, 2026 - C
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