Prototype-based Aleatoric Uncertainty Quantification for Cross-modal
Retrieval

Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval

29 September 2023

Marie-Jeanne Lesot

Lianli Gao

Christophe Marsala

Papers citing "Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval"

10 / 10 papers shown

Title
Entropy Heat-Mapping: Localizing GPT-Based OCR Errors with Sliding-Window Shannon Analysis Alexei Kaltchenko 34 0 0 30 Apr 2025
Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions Chan hur Jeong-hun Hong Dong-hun Lee Dabin Kang Semin Myeong Sang-hyo Park Hyeyoung Park 49 0 0 07 Mar 2025
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Yin Cui Boqing Gong ViT 231 573 0 22 Apr 2021
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval Huaishao Luo Lei Ji Ming Zhong Yang Chen Wen Lei Nan Duan Tianrui Li CLIP VLM 303 771 0 18 Apr 2021
A Straightforward Framework For Video Retrieval Using CLIP Jesús Andrés Portillo-Quintero J. C. Ortíz-Bayliss Hugo Terashima-Marín CLIP 302 106 0 24 Feb 2021
Probabilistic Embeddings for Cross-Modal Retrieval Sanghyuk Chun Seong Joon Oh Rafael Sampaio de Rezende Yannis Kalantidis Diane Larlus UQCV 399 197 0 13 Jan 2021
Similarity Reasoning and Filtration for Image-Text Matching Haiwen Diao Ying Zhang Lingyun Ma Huchuan Lu 202 331 0 05 Jan 2021
Multi-modal Transformer for Video Retrieval Valentin Gabeur Chen Sun Alahari Karteek Cordelia Schmid ViT 398 532 0 21 Jul 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015