Popular GitHub Repositories for Logical Consistency

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.

Control GenAI interactions with power, precision, and consistency using LLM-native Conversation Design paradigms

[ICCV 2023] StableVideo: Text-driven Consistency-aware Diffusion Video Editing

Phantom: Subject-Consistent Video Generation via Cross-Modal Alignment

[ACL 2023] Reasoning with Language Model Prompting: A Survey

App showcasing multiple real-time diffusion models pipelines with Diffusers

Turn the draft into amazing artwork with the power of Real-Time Latent Consistency Model

Self-supervised contrastive learning for time series via time-frequency consistency

DiffuEraser is a diffusion model for video inpainting, which performs great content completeness and temporal consistency while maintaining acceptable efficiency.

:page_facing_up: Semi-Supervised Semantic Segmentation with Cross-Consistency Training (CVPR 2020).

[ICML 2024] CLLMs: Consistency Large Language Models

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning, CVPR 2021

Official Repository of the paper "Trajectory Consistency Distillation"

Code repository for T2V-Turbo and T2V-Turbo-v2

Deep Learning and Logical Reasoning from Data and Knowledge

Multi-Hop Logical Reasoning in Knowledge Graphs

Video-Inpaint-Anything: This is the inference code for our paper CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility.

We introduce the Audio Logical Reasoning (ALR) dataset, consisting of 6,446 text-audio annotated samples specifically designed for complex reasoning tasks. Building on this resource, we propose SoundMind, a rule-based reinforcement learning (RL) algorithm tailored to endow audio language models (ALMs) with deep bimodal reasoning abilities.

"4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency", Yuyang Yin*, Dejia Xu*, Zhangyang Wang, Yao Zhao, Yunchao Wei

Inductive relation prediction by subgraph reasoning, ICML'20