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cs.CV2026

High-Fidelity Diffusion Face Swapping with ID-Constrained Facial Conditioning

Dailan He, Xiahong Wang, Shulun Wang +5

Face swapping aims to seamlessly transfer a source facial identity onto a target while preserving target attributes such as pose and expression. Diffusion models, known for their s…

cs.CV2025

SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction

Yang Zhou, Hao Shao, Letian Wang +3

Predicting the future motion of surrounding agents is essential for autonomous vehicles (AVs) to operate safely in dynamic, human-robot-mixed environments. However, the scarcity of…

cs.CV2024

VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping

Hao Shao, Shulun Wang, Yang Zhou +7

Video face swapping is becoming increasingly popular across various applications, yet existing methods primarily focus on static images and struggle with video face swapping becaus…

cs.CV2024

EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM

Zhuofan Zong, Dongzhi Jiang, Bingqi Ma +5

Significant achievements in personalization of diffusion models have been witnessed. Conventional tuning-free methods mostly encode multiple reference images by averaging their ima…

cs.CV2024

Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning

Hao Shao, Shengju Qian, Han Xiao +5

Multi-Modal Large Language Models (MLLMs) have demonstrated impressive performance in various VQA tasks. However, they often lack interpretability and struggle with complex visual…