Janus-Series: Unified Multimodal Understanding and Generation Models

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

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

A unified multi-task time series model.

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

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

[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

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)

Automatic Lidar and Ceilometer Processing Framework (ALCF)

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

Progetto Ingegneria del Software - Informatica, Università Sapienza

Discrete Unification Theory

Code to reproduce figures in Sergeev et al. (2018)

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

ACCESS Regional Nesting Suite repository for spack-based deployments

Atmosphere-land only version of ACCESS3 model