← Search

Taiga Yamane

3 accepted papers

2026

Difference Vector Equalization for Robust Fine-tuning of Vision-Language Models

AAAI 2026technical

Contrastive pre-trained vision-language models, such as CLIP, demonstrate strong generalization abilities in zero-shot classification by leveraging embeddings extracted from image and text encoders. This paper aims to robustly fine-tune these vision-language models on in-distribution (ID) data witho

Cited by 0Source ↗PDF ↗Scholar ↗
2025

MVTrajecter: Multi-View Pedestrian Tracking with Trajectory Motion Cost and Trajectory Appearance Cost

ICCV 2025poster

Multi-View Pedestrian Tracking (MVPT) aims to track pedestrians in the form of a bird's eye view occupancy map from multi-view videos. End-to-end methods that detect and associate pedestrians within one model have shown great progress in MVPT. The motion and appearance information of pedestrians is…

Cited by 9Source ↗PDF ↗Scholar ↗
2023

Leveraging Language Embeddings for Cross-Lingual Self-Supervised Speech Representation Learning

ICASSP 2023accepted

In this paper, we propose novel cross-lingual self-supervised speech representation learning methods that explicitly consider language information. Cross-lingual self-supervised speech representation learning has been studied to make effective use of diverse data in various languages. Previous metho…

Cited by 2Source ↗Scholar ↗