Sim-CLIP: Unsupervised Siamese Adversarial Fine-Tuning for Robust and Semantically-Rich Vision-Language Modelsby Md Zarif Hossain, Ahmed…
Surpassing Cosine Similarity for Multidimensional Comparisons: Dimension Insensitive Euclidean Metricby Federico Tessari, Kunpeng Yao, Neville…
LLMs Plagiarize: Ensuring Responsible Sourcing of Large Language Model Training Data Through Knowledge Graph Comparisonby…
The Hidden Pitfalls of the Cosine Similarity Lossby Andrew Draganov, Sharvaree Vadgama, Erik J. BekkersFirst…
Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarityby Jiachen Jiang, Jinxin Zhou, Zhihui ZhuFirst submitted…
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions?by Weijie Tu,…
TernaryLLM: Ternarized Large Language Modelby Tianqi Chen, Zhe Li, Weixiang Xu, Zeyu Zhu, Dong Li,…
Discover Your Neighbors: Advanced Stable Test-Time Adaptation in Dynamic Worldby Qinting Jiang, Chuyang Ye, Dongyan…
Persian Homograph Disambiguation: Leveraging ParsBERT for Enhanced Sentence Understanding with a Novel Word Disambiguation Datasetby…
Secure Hierarchical Federated Learning in Vehicular Networks Using Dynamic Client Selection and Anomaly Detectionby M.…