Hierarchical Optimal Transport for Multimodal Distribution Alignment

Hierarchical Optimal Transport for Multimodal Distribution Alignment

27 June 2019

Christopher Rozell

Papers citing "Hierarchical Optimal Transport for Multimodal Distribution Alignment"

13 / 13 papers shown

Title
Your contrastive learning problem is secretly a distribution alignment problem Zihao Chen Chi-Heng Lin Ran Liu Jingyun Xiao Eva L. Dyer 75 1 0 27 Feb 2025
Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation Shambhavi Mishra Julio Silva-Rodrıguez Ismail ben Ayed M. Pedersoli Jose Dolz VLM 95 1 0 26 Nov 2024
SAVA: Scalable Learning-Agnostic Data Valuation Samuel Kessler Tam Le Vu Nguyen TDI 69 0 0 03 Jun 2024
Robust Graph Matching Using An Unbalanced Hierarchical Optimal Transport Framework Haoran Cheng Dixin Luo Hongteng Xu OT 23 0 0 18 Oct 2023
LICO: Explainable Models with Language-Image Consistency Yiming Lei Zilong Li Yangyang Li Junping Zhang Hongming Shan VLM FAtt 22 7 0 15 Oct 2023
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification Miaoge Li Dongsheng Wang Xinyang Liu Zequn Zeng Ruiying Lu Bo Chen Mingyuan Zhou VLM OT 30 15 0 18 Jul 2023
Keypoint-Guided Optimal Transport Xiang Gu Yucheng Yang Weizhen Zeng Jian Sun Zongben Xu 48 1 0 23 Mar 2023
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos Jielin Qiu Franck Dernoncourt Trung Bui Zhaowen Wang Ding Zhao Hailin Jin AI4TS 22 5 0 12 Oct 2022
Can Brain Signals Reveal Inner Alignment with Human Languages? William Jongwon Han Jielin Qiu Jiacheng Zhu Mengdi Xu Douglas Weber Bo-wen Li Ding Zhao 25 12 0 10 Aug 2022
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity Felix Pei Joel Ye D. Zoltowski Anqi Wu Raeed H. Chowdhury ... L. Miller Jonathan W. Pillow Il Memming Park Eva L. Dyer C. Pandarinath 55 87 0 09 Sep 2021
Minibatch optimal transport distances; analysis and applications Kilian Fatras Younes Zine Szymon Majewski Rémi Flamary Rémi Gribonval Nicolas Courty OT 79 54 0 05 Jan 2021
Making transport more robust and interpretable by moving data through a small number of anchor points Chi-Heng Lin Mehdi Azabou Eva L. Dyer OT OOD 35 22 0 21 Dec 2020
CO-Optimal Transport Ivegen Redko Titouan Vayer Rémi Flamary Nicolas Courty OT 16 64 0 10 Feb 2020