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Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions

IEEE International Conference on Computer Vision (ICCV), 2015

1 June 2015

Jimmy Ba

Sanja Fidler

Papers citing "Predicting Deep Zero-Shot Convolutional Neural Networks using Textual Descriptions"

50 / 196 papers shown

Title
Visual and Semantic Prompt Collaboration for Generalized Zero-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2025 Huajie Jiang Hao Sun Xiaohan Yu Yongli Hu Baocai Yin Jian Yang Yuankai Qi VLM 161 1 0 29 Mar 2025
MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Xiangyan Qu Jing Yu Jiamin Zhuang Gaopeng Gou Gang Xiong Qi Wu VLM 324 2 0 10 Mar 2025
Smooth-Foley: Creating Continuous Sound for Video-to-Audio Generation Under Semantic GuidanceIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Yaoyun Zhang Xuenan Xu Mengyue Wu VGen 212 2 0 24 Dec 2024
An Individual Identity-Driven Framework for Animal Re-Identification Yihao Wu Di Zhao Jingfeng Zhang Yun Sing Koh 145 1 0 30 Oct 2024
Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning Xiangyang Qu Jing Yu Keke Gai Jiamin Zhuang Yuanmin Tang Gang Xiong Gaopeng Gou Qi Wu 287 5 0 22 Jul 2024
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning Yi Zhang Chun-Wun Cheng Ke Yu Zhihai He Carola-Bibiane Schonlieb Angelica I Aviles-Rivero VLM 191 3 0 11 Jul 2024
Conceptual Codebook Learning for Vision-Language Models Yi Zhang Ke Yu Siqi Wu Zhihai He VLM 406 5 0 02 Jul 2024
A separability-based approach to quantifying generalization: which layer is best? Luciano Dyballa Evan Gerritz Steven W. Zucker OOD 317 4 0 02 May 2024
Synthesizing Knowledge-enhanced Features for Real-world Zero-shot Food Detection Pengfei Zhou Weiqing Min Jiajun Song Yang Zhang Shuqiang Jiang 221 14 0 14 Feb 2024
A Closer Look at AUROC and AUPRC under Class ImbalanceNeural Information Processing Systems (NeurIPS), 2024 Matthew B. A. McDermott Lasse Hyldig Hansen Haoran Zhang Giovanni Angelotti Jack Gallifant 624 82 0 11 Jan 2024
CLIP in Medical Imaging: A Comprehensive SurveyMedical Image Analysis (MIA), 2023 Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Hongtu Zhu CLIP MedIm LM&MA VLM 529 43 0 12 Dec 2023
Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language ModelsInternational Conference on Machine Learning (ICML), 2023 Zhihe Lu Jiawang Bai Xin Li Zeyu Xiao Xinchao Wang VLM 135 16 0 28 Nov 2023
Learning to Adapt CLIP for Few-Shot Monocular Depth EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Xue-mei Hu Ce Zhang Yi Zhang Bowen Hai Ke Yu Zhihai He MDE VLM 241 21 0 02 Nov 2023
SeeDS: Semantic Separable Diffusion Synthesizer for Zero-shot Food DetectionACM Multimedia (ACM MM), 2023 Pengfei Zhou Weiqing Min Yang Zhang Jiajun Song Ying Jin Shuqiang Jiang DiffM 261 14 0 07 Oct 2023
Understanding Transferable Representation Learning and Zero-shot Transfer in CLIPInternational Conference on Learning Representations (ICLR), 2023 Zixiang Chen Yihe Deng Yuanzhi Li Quanquan Gu VLM 337 17 0 02 Oct 2023
Domain-Controlled Prompt LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Qinglong Cao Zhengqin Xu Yuantian Chen Chao Ma Xiaokang Yang VLM 204 29 0 30 Sep 2023
Towards Realistic Zero-Shot Classification via Self Structural Semantic AlignmentAAAI Conference on Artificial Intelligence (AAAI), 2023 Shengxiang Zhang Muzammal Naseer Guangyi Chen Zhiqiang Shen Salman Khan Kun Zhang Fahad Shahbaz Khan VLM 195 7 0 24 Aug 2023
Seeing in Flowing: Adapting CLIP for Action Recognition with Motion Prompts LearningACM Multimedia (ACM MM), 2023 Qianqian Wang Junlong Du Ke Yan Shouhong Ding VLM 149 30 0 09 Aug 2023
Cross-Modal Concept Learning and Inference for Vision-Language ModelsNeurocomputing (Neurocomputing), 2023 Yi Zhang Ce Zhang Yushun Tang Z. He VLM MLLM CLIP 166 20 0 28 Jul 2023
Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts Mayug Maniparambil Chris Vorster D. Molloy N. Murphy Kevin McGuinness Noel E. O'Connor CLIP VLM MLLM 237 73 0 21 Jul 2023
CoPL: Contextual Prompt Learning for Vision-Language UnderstandingAAAI Conference on Artificial Intelligence (AAAI), 2023 Koustava Goswami Srikrishna Karanam Prateksha Udhayanan J. JosephK. Balaji Vasan Srinivasan VLM 228 17 0 03 Jul 2023
Multimodal Zero-Shot Learning for Tactile Texture Recognition G. Cao Jiaqi Jiang Danushka Bollegala Min Li Shan Luo 138 18 0 22 Jun 2023
MuDPT: Multi-modal Deep-symphysis Prompt Tuning for Large Pre-trained Vision-Language ModelsIEEE International Conference on Multimedia and Expo (ICME), 2023 Yongzhu Miao Shasha Li Jintao Tang Ting Wang VLM MLLM VPVLM 151 4 0 20 Jun 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Qiangchang Wang Yilong Yin 292 1 0 02 Jun 2023
Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot LearningComputer Vision and Pattern Recognition (CVPR), 2023 Man Liu Feng Li Chunjie Zhang Yunchao Wei Yuxi Liu Yao-Min Zhao 163 56 0 27 Mar 2023
Multi-modal Machine Learning in Engineering Design: A Review and Future DirectionsJournal of Computing and Information Science in Engineering (JCISE), 2023 Binyang Song Ruilin Zhou Faez Ahmed AI4CE 344 63 0 14 Feb 2023
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning FrameworkKnowledge Discovery and Data Mining (KDD), 2023 Jiayun Zhang Xiyuan Zhang Xinyang Zhang Dezhi Hong Rajesh K. Gupta Jingbo Shang FedML 206 8 0 01 Jan 2023
Unleashing the Power of Shared Label Structures for Human Activity RecognitionInternational Conference on Information and Knowledge Management (CIKM), 2023 Xiyuan Zhang Ranak Roy Chowdhury Jiayun Zhang Dezhi Hong Rajesh K. Gupta Jingbo Shang VLM 226 10 0 01 Jan 2023
Localized Latent Updates for Fine-Tuning Vision-Language Models Moritz Ibing I. Lim Leif Kobbelt VLM 154 1 0 13 Dec 2022
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud EncoderAAAI Conference on Artificial Intelligence (AAAI), 2022 Xiaoshui Huang Zhou Huang Shengjia Li Wentao Qu Tong He Yuenan Hou Yifan Zuo Wanli Ouyang 302 26 0 08 Dec 2022
Multitask Vision-Language Prompt TuningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Sheng Shen Shijia Yang Tianjun Zhang Bohan Zhai Joseph E. Gonzalez Kurt Keutzer Trevor Darrell VLM VPVLM 272 75 0 21 Nov 2022
Task Residual for Tuning Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Tao Yu Zhihe Lu Xin Jin Zhibo Chen Xinchao Wang VLM CLIP 244 130 0 18 Nov 2022
Text2Model: Text-based Model Induction for Zero-shot Image ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ohad Amosy Tomer Volk Eilam Shapira Eyal Ben-David Roi Reichart Gal Chechik VLM 122 2 0 27 Oct 2022
Learning by Asking Questions for Knowledge-based Novel Object RecognitionInternational Journal of Computer Vision (IJCV), 2022 Kohei Uehara Tatsuya Harada 160 2 0 12 Oct 2022
Learning to embed semantic similarity for joint image-text retrievalIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Noam Malali Y. Keller 181 12 0 07 Oct 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image ClassificationNeural Information Processing Systems (NeurIPS), 2022 Muhammad Ferjad Naeem Yongqin Xian Luc Van Gool F. Tombari VLM 173 54 0 21 Sep 2022
Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models Rui Qian Yeqing Li Zheng Xu Ming-Hsuan Yang Serge Belongie Huayu Chen VLM 164 25 0 15 Jul 2022
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with AttributesNeural Information Processing Systems (NeurIPS), 2022 Alessio Mazzetto Cristina Menghini A. Yuan E. Upfal Stephen H. Bach VLM 152 2 0 25 May 2022
Generating Representative Samples for Few-Shot ClassificationComputer Vision and Pattern Recognition (CVPR), 2022 Aoxiang Fan Hieu M. Le VLM 216 89 0 05 May 2022
Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter AttentionComputer Vision and Pattern Recognition (CVPR), 2022 Yu Yang Seung Wook Kim Jungseock Joo FAtt 175 19 0 10 Apr 2022
Mixed Differential Privacy in Computer VisionComputer Vision and Pattern Recognition (CVPR), 2022 Aditya Golatkar Alessandro Achille Yu Wang Aaron Roth Michael Kearns Stefano Soatto PICV VLM 240 55 0 22 Mar 2022
Conditional Prompt Learning for Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VLM CLIP VPVLM 501 1,832 0 10 Mar 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization Austin W. Hanjie Ameet Deshpande Karthik Narasimhan VLM 314 2 0 26 Feb 2022
On Guiding Visual Attention with Language SpecificationComputer Vision and Pattern Recognition (CVPR), 2022 Suzanne Petryk Lisa Dunlap Keyan Nasseri Joseph E. Gonzalez Trevor Darrell Anna Rohrbach VLM 405 38 1 17 Feb 2022
A Survey on Visual Transfer Learning using Knowledge Graphs Sebastian Monka Lavdim Halilaj Achim Rettinger 231 26 0 27 Jan 2022
Towards Zero-shot Sign Language RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yunus Can Bilge R. G. Cinbis Nazli Ikizler-Cinbis SLR 177 42 0 15 Jan 2022
CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision A. Shrivastava Ramprasaath R. Selvaraju Nikhil Naik Vicente Ordonez VLM CLIP 153 7 0 14 Dec 2021
Dual Progressive Prototype Network for Generalized Zero-Shot LearningNeural Information Processing Systems (NeurIPS), 2021 Chaoqun Wang Shaobo Min Xuejin Chen Xiaoyan Sun Houqiang Li 184 61 0 03 Nov 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information Sarkhan Badirli Zeynep Akata G. Mohler Christel Picard M. M. Dundar SyDa BDL 319 40 0 29 Sep 2021
Semantics-Guided Contrastive Network for Zero-Shot Object detection Caixia Yan Xiao Chang Minnan Luo Huan Liu Xiaoqin Zhang Qinghua Zheng ObjD VLM 240 94 0 04 Sep 2021