Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation

18 April 2021

Papers citing "Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation"

21 / 21 papers shown

Title
EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observations and Wikipedia Valerie Zermatten J. Castillo-Navarro Pallavi Jain D. Tuia Diego Marcos 62 0 0 28 Apr 2025
Towards Calibrated Robust Fine-Tuning of Vision-Language Models Changdae Oh Hyesu Lim Mijoo Kim Dongyoon Han Junhyeok Park Euiseog Jeong Alexander G. Hauptmann Zhi-Qi Cheng Kyungwoo Song VLM 21 13 0 03 Nov 2023
Composed Image Retrieval using Contrastive Learning and Task-oriented CLIP-based Features Alberto Baldrati Marco Bertini Tiberio Uricchio A. Bimbo CLIP CoGe 11 29 0 22 Aug 2023
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations Seogkyu Jeon Bei Liu Pilhyeon Lee Kibeom Hong Jianlong Fu H. Byun 30 1 0 21 Aug 2023
Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios Ziqiang Li Hong Sun Pengfei Xia Heng Li Beihao Xia Yi Wu Bin Li AAML 18 8 0 14 Jun 2023
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation Di Jin Luzhi Wang Yizhen Zheng Guojie Song Fei Jiang Xiang Li Wei Lin Shirui Pan 19 29 0 10 May 2023
Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art Analysis Yankun Wu Yuta Nakashima Noa Garcia CoGe DiffM 19 26 0 20 Apr 2023
KD-DLGAN: Data Limited Image Generation via Knowledge Distillation Kaiwen Cui Yingchen Yu Fangneng Zhan Shengcai Liao Shijian Lu1 Eric P. Xing VLM 25 19 0 30 Mar 2023
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal Representations Ye Wang Bo‐Shu Jiang C. Zou Rui Ma 22 5 0 20 Mar 2023
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection Kevin Hyekang Joo Khoa T. Vo Kashu Yamazaki Ngan Le 19 37 0 09 Dec 2022
Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision T. Wang Jorma T. Laaksonen T. Langer Heikki Arponen Tom E. Bishop VLM 16 6 0 24 Oct 2022
Design of the topology for contrastive visual-textual alignment Zhun Sun 25 1 0 05 Sep 2022
MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining Xiaoyi Dong Jianmin Bao Yinglin Zheng Ting Zhang Dongdong Chen ... Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu CLIP VLM 35 157 0 25 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation Zejiang Hou Fei Sun Yen-kuang Chen Yuan Xie S. Kung ViT 26 68 0 11 Aug 2022
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues Hengcan Shi Munawar Hayat Yicheng Wu Jianfei Cai VLM 15 60 0 18 Jan 2022
Unpaired Referring Expression Grounding via Bidirectional Cross-Modal Matching Hengcan Shi Munawar Hayat Jianfei Cai ObjD 16 10 0 18 Jan 2022
CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks Zhecan Wang Noel Codella Yen-Chun Chen Luowei Zhou Jianwei Yang Xiyang Dai Bin Xiao Haoxuan You Shih-Fu Chang Lu Yuan CLIP VLM 22 39 0 15 Jan 2022
A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision Ajinkya Tejankar Maziar Sanjabi Bichen Wu Saining Xie Madian Khabsa Hamed Pirsiavash Hamed Firooz VLM 21 17 0 27 Dec 2021
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm Yangguang Li Feng Liang Lichen Zhao Yufeng Cui Wanli Ouyang Jing Shao F. Yu Junjie Yan VLM CLIP 13 442 0 11 Oct 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation Junnan Li Ramprasaath R. Selvaraju Akhilesh Deepak Gotmare Shafiq R. Joty Caiming Xiong S. Hoi FaML 45 1,881 0 16 Jul 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,689 0 11 Feb 2021