unified-model

Janus-Series: Unified Multimodal Understanding and Generation Models

[TPAMI'23] Unifying Flow, Stereo and Depth Estimation

[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval

A unified multi-task time series model.

VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model

[ICCV 2025] LangScene-X: Reconstruct Generalizable 3D Language-Embedded Scenes with TriMap Video Diffusion

VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning

EO: Open-source Unified Embodied Foundation Model Series

[ICCV2023] Segment Every Reference Object in Spatial and Temporal Spaces

[ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation model for different time series tasks

Uni-CoT: Towards Unified Chain-of-Thought Reasoning Across Text and Vision

ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection (TPAMI 2024)

CVPR25(Highlight)-Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior

Code for Sergeev et al. (2020)

Official repository of the paper "Unlocking Aha Moments via Reinforcement Learning: Advancing Collaborative Visual Comprehension and Generation"

About Official repo of paper "SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models". A post-training framework that creates a cost-effective, self-iterative optimization loop.

Automatic Lidar and Ceilometer Processing Framework (ALCF)

Novel unified representation to solve all the sub-tasks of argumentation mining

Discrete Unification Theory

Code to reproduce figures from Sergeev et al. (2022)