mlsanityData to 7 Oct 2026

Temporal Image Caption Retrieval Competition -- Description and Results

arXiv 2410.06314 ↗First posted 8 Oct 2024cs.CV cs.CLcited by 0

Not on the map. Why?

Abstract (arXiv)

Multimodal models, which combine visual and textual information, have recently gained significant recognition. This paper addresses the multimodal challenge of Text-Image retrieval and introduces a novel task that extends the modalities to include temporal data. The Temporal Image Caption Retrieval Competition (TICRC) presented in this paper is based on the Chronicling America and Challenging America projects, which offer access to an extensive collection of digitized historic American newspapers spanning 274 years. In addition to the competition results, we provide an analysis of the delivered dataset and the process of its creation.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 15 of its 23 references that are in the map. First posted on arXiv 8 Oct 2024.

Builds on

15 of 23 references.

References · 15

  1. 2021Learning Transferable Visual Models From Natural Language Supervisioncited by 33,456
  2. 2023GPT-4 Technical Reportcited by 18,132
  3. 2014Microsoft COCO: Common Objects in Contextcited by 17,498
  4. 2022Hierarchical Text-Conditional Image Generation with CLIP Latentscited by 6,539
  5. 2022Flamingo: a Visual Language Model for Few-Shot Learningcited by 4,337
  6. 2022LAION-5B: An open large-scale dataset for training next generation image-text modelscited by 4,131
  7. 2021Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervisioncited by 3,848
  8. 2016Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotationscited by 2,646
  9. 2021Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Conceptscited by 1,209
  10. 2023EVA-CLIP: Improved Training Techniques for CLIP at Scalecited by 786
  11. 2021LiT: Zero-Shot Transfer with Locked-image text Tuningcited by 572
  12. 2021Time-Aware Language Models as Temporal Knowledge Basescited by 290
3 more
  1. 2021Combined Scaling for Zero-shot Transfer Learningcited by 182
  2. 2022Temporal Attention for Language Modelscited by 21
  3. 2020The Newspaper Navigator Dataset: Extracting And Analyzing Visual Content from 16 Million Historic Newspaper Pages in Chronicling Americacited by 14

Built on by

Not cited yet.