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Anjia Cao

3 accepted papers

2026

FARTrack: Fast Autoregressive Visual Tracking with High Performance

ICLR 2026poster

Inference speed and tracking performance are two critical evaluation metrics in the field of visual tracking. However, high-performance trackers often suffer from slow processing speeds, making them impractical for deployment on resource-constrained devices. To alleviate this issue, we propose $\tex…

Cited by 0SourcecodeScholar
2025

FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training

CVPR 2025poster

Language-image pre-training faces significant challenges due to limited data in specific formats and the constrained capacities of text encoders. While prevailing methods attempt to address these issues through data augmentation and architecture modifications, they continue to struggle with processi…

2023

Sparse Parameterization for Epitomic Dataset Distillation

NeurIPS 2023poster

The success of deep learning relies heavily on large and diverse datasets, but the storage, preprocessing, and training of such data present significant challenges. To address these challenges, dataset distillation techniques have been proposed to obtain smaller synthetic datasets that capture the e…