1 citations · 2 across the 4 of their papers we have counts for
4 papers
Real-world Adversarial Defense against Patch Attacks based on Diffusion Model
Xingxing Wei, Caixin Kang, Yinpeng Dong +4
Adversarial patches present significant challenges to the robustness of deep learning models, making the development of effective defenses become critical for real-world applicatio…
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models
Zhuoran Jin, Pengfei Cao, Hongbang Yuan +6
Recently, retrieval augmentation and tool augmentation have demonstrated a remarkable capability to expand the internal memory boundaries of language models (LMs) by providing exte…
Prompting Vision Language Model with Knowledge from Large Language Model for Knowledge-Based VQA
Yang Zhou, Pengfei Cao, Yubo Chen +2
Knowledge-based visual question answering is a very challenging and widely concerned task. Previous methods adopts the implicit knowledge in large language models (LLM) to achieve…
Learning Through Guidance: Knowledge Distillation for Endoscopic Image Classification
Harshala Gammulle, Yubo Chen, Sridha Sridharan +2
Endoscopy plays a major role in identifying any underlying abnormalities within the gastrointestinal (GI) tract. There are multiple GI tract diseases that are life-threatening, suc…