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Jinkai Zheng

4 accepted papers

2026

FUSE: Frequency-domain Unification and Spectral Energy Alignment for Multi-modal Object Re-Identification

ICML 2026poster

Despite significant progress in multi-modal Re-Identification (ReID), existing methods tend to emphasize low-frequency cues. Consequently, they focus on attributes such as color, illumination, and coarse appearance, while overlooking mid- and high-frequency structures that encode geometric, textural…

Cited by 0SourceScholar
2026

HyperGait: Unleashing the Power of Parsing for Gait Recognition in the Wild via Hypergraph

CVPR 2026

In recent years, the gait parsing sequence has become increasingly popular due to its higher information entropy than the binary silhouette and the keypoint-based skeleton. However, existing parsing-based gait recognition methods have not fully explored the complex, non-linear relationships between

Cited by 0SourceScholar
2026

StyleTailor: Towards Personalized Fashion Styling via Hierarchical Negative Feedback

AAAI 2026technical

The advancement of intelligent agents has revolutionized problem-solving across diverse domains, yet solutions for personalized fashion styling remain underexplored, which holds immense promise for promoting shopping experiences. In this work, we present StyleTailor, the first collaborative agent fr

Cited by 0SourcePDFScholar
2022

Gait Recognition in the Wild With Dense 3D Representations and a Benchmark

CVPR 2022poster

Existing studies for gait recognition are dominated by 2D representations like the silhouette or skeleton of the human body in constrained scenes. However, humans live and walk in the unconstrained 3D space, so projecting the 3D human body onto the 2D plane will discard a lot of crucial information…

Cited by 192PDFcodeScholar