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Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships

25 March 2024

Papers citing "Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships"

20 / 20 papers shown

Title
CDUL: CLIP-Driven Unsupervised Learning for Multi-Label Image Classification R. Abdelfattah Qing Guo Xiaoguang Li Xiang Wang Song Wang VLM 75 32 0 31 Jul 2023
CLIP-S $^4$ : Language-Guided Self-Supervised Semantic Segmentation Wenbin He Suphanut Jamonnak Liangke Gou Liu Ren VLM 103 32 0 01 May 2023
CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching Xiaoshi Wu Feng Zhu Rui Zhao Hongsheng Li VLM 59 126 0 23 Mar 2023
CLIP the Gap: A Single Domain Generalization Approach for Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann VLM ObjD 86 83 0 13 Jan 2023
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 200 3,502 0 16 Oct 2022
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP Feng Liang Bichen Wu Xiaoliang Dai Kunpeng Li Yinan Zhao Hang Zhang Peizhao Zhang Peter Vajda Diana Marculescu CLIP VLM 121 458 0 09 Oct 2022
CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification Marcos V. Conde Kerem Turgutlu CLIP VLM 84 98 0 29 Apr 2022
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction M. Sarfraz Marios Koulakis C. Seibold Rainer Stiefelhagen 67 21 0 24 Mar 2022
Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks Peihao Zhu Rameen Abdal John C. Femiani Peter Wonka GAN 212 82 0 15 Oct 2021
Box Embeddings: An open-source library for representation learning using geometric structures Tejas Chheda Purujit Goyal Trang H. Tran Dhruvesh Patel Michael Boratko S. Dasgupta Andrew McCallum 58 11 0 10 Sep 2021
Efficiently Identifying Task Groupings for Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 295 255 1 10 Sep 2021
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings S. Dasgupta Michael Boratko Siddhartha Mishra Shriya Atmakuri Dhruvesh Patel Xiang Lorraine Li Andrew McCallum NAI 70 21 0 28 Jun 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 296 920 0 28 Apr 2021
Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning Kshitij Dwivedi Gemma Roig 70 152 0 26 Apr 2019
Task2Vec: Task Embedding for Meta-Learning Alessandro Achille Michael Lam Rahul Tewari Avinash Ravichandran Subhransu Maji Charless C. Fowlkes Stefano Soatto Pietro Perona SSL 80 315 0 10 Feb 2019
Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach Ryo Karakida S. Akaho S. Amari FedML 172 146 0 04 Jun 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 126 1,222 0 23 Apr 2018
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 292 2,201 0 23 Mar 2018
An Analysis of the t-SNE Algorithm for Data Visualization Sanjeev Arora Wei Hu Pravesh Kothari 71 153 0 05 Mar 2018
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 98 1,312 0 22 May 2017