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BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models
The inversion of diffusion model sampling, which aims to find the corresponding initial noise
of a sample, plays a critical role in various tasks. Recently, several heuristic exact inversion …
of a sample, plays a critical role in various tasks. Recently, several heuristic exact inversion …
Personalized Image Generation with Deep Generative Models: A Decade Survey
Recent advancements in generative models have significantly facilitated the development of
personalized content creation. Given a small set of images with user-specific concept …
personalized content creation. Given a small set of images with user-specific concept …
Physgame: Uncovering physical commonsense violations in gameplay videos
Recent advancements in video-based large language models (Video LLMs) have witnessed
the emergence of diverse capabilities to reason and interpret dynamic visual content …
the emergence of diverse capabilities to reason and interpret dynamic visual content …
Free-Form Motion Control: A Synthetic Video Generation Dataset with Controllable Camera and Object Motions
Controlling the movements of dynamic objects and the camera within generated videos is a
meaningful yet challenging task. Due to the lack of datasets with comprehensive motion …
meaningful yet challenging task. Due to the lack of datasets with comprehensive motion …
Federated Incremental Named Entity Recognition
Federated Named Entity Recognition (FNER) boosts model training within each local client
by aggregating the model updates of decentralized local clients, without sharing their private …
by aggregating the model updates of decentralized local clients, without sharing their private …
Ipdm: identity preserving diffusion model for face sketch and photo synthesis
Face sketch and photo synthesis is widely applied in industry and information fields, such as
entertainment business and heterogeneous face retrieval. The key challenge lies in …
entertainment business and heterogeneous face retrieval. The key challenge lies in …
[PDF][PDF] CONTINUAL VISUAL INSTRUCTION TUNING
Instruction tuning constitutes a prevalent technique for tailoring Large Vision Language
Models (LVLMs) to meet individual task requirements. To date, most of the existing …
Models (LVLMs) to meet individual task requirements. To date, most of the existing …