Downstream Transfer Attack: Adversarial Attacks on Downstream Models with Pre-trained Vision Transformersby Weijie Zheng, Xingjun…
Siamese Transformer Networks for Few-shot Image Classificationby Weihao Jiang, Shuoxi Zhang, Kun HeFirst submitted to…
SimpleLLM4AD: An End-to-End Vision-Language Model with Graph Visual Question Answering for Autonomous Drivingby Peiru Zheng,…
Twins-PainViT: Towards a Modality-Agnostic Vision Transformer Framework for Multimodal Automatic Pain Assessment using Facial Videos…
Mixed Non-linear Quantization for Vision Transformersby Gihwan Kim, Jemin Lee, Sihyeong Park, Yongin Kwon, Hyungshin…
Towards Robust Vision Transformer via Masked Adaptive Ensembleby Fudong Lin, Jiadong Lou, Xu Yuan, Nian-Feng…
DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attentionby Xiaoya Tang, Bodong Zhang, Beatrice…
CHOSEN: Compilation to Hardware Optimization Stack for Efficient Vision Transformer Inferenceby Mohammad Erfan Sadeghi, Arash…
Towards Optimal Trade-offs in Knowledge Distillation for CNNs and Vision Transformers at the Edgeby John…
Probing the Efficacy of Federated Parameter-Efficient Fine-Tuning of Vision Transformers for Medical Image Classificationby Naif…