Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives

27 January 2022

David T. Hoffmann

Nadine Behrmann

Juergen Gall

Thomas Brox

M. Noroozi

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Papers citing "Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives"

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Title
Rethinking Graph Contrastive Learning through Relative Similarity Preservation Zhiyuan Ning Pengfei Wang Ziyue Qiao Pengyang Wang Yuanchun Zhou 41 0 0 08 May 2025
Decomposition-based multi-scale transformer framework for time series anomaly detection Wenxin Zhang Cuicui Luo AI4TS 18 0 0 19 Apr 2025
Reasoning and Learning a Perceptual Metric for Self-Training of Reflective Objects in Bin-Picking with a Low-cost Camera Peiyuan Ni Chee Meng Chew Marcelo H. Ang Jr. Gregory S. Chirikjian 56 0 0 26 Mar 2025
Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns Yuxiang Guo Yuren Mao Zhonghao Hu Lu Chen Yunjun Gao 34 0 0 24 Feb 2025
LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection Pengcheng Zhao Zhixian He Fuwei Zhang Shujin Lin Fan Zhou 38 1 0 18 Jan 2025
Learning Structured Representations with Hyperbolic Embeddings Aditya Sinha Siqi Zeng M. Yamada Han Zhao 65 0 0 02 Dec 2024
Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training Haicheng Wang Chen Ju Weixiong Lin Shuai Xiao Mengting Chen ... Mingshuai Yao Jinsong Lan Ying Chen Qingwen Liu Yanfeng Wang VLM CLIP 70 4 0 30 Nov 2024
Let Me Finish My Sentence: Video Temporal Grounding with Holistic Text Understanding Jongbhin Woo H. Ryu Youngjoon Jang Jae-Won Cho Joon Son Chung 21 0 0 17 Oct 2024
SoftCVI: Contrastive variational inference with self-generated soft labels Daniel Ward Mark Beaumont Matteo Fasiolo BDL 27 0 0 22 Jul 2024
Multi-modal Relation Distillation for Unified 3D Representation Learning Huiqun Wang Yiping Bao Panwang Pan Zeming Li Xiao Liu Ruijie Yang Di Huang 45 0 0 19 Jul 2024
FFF: Fixing Flawed Foundations in contrastive pre-training results in very strong Vision-Language models Adrian Bulat Yassine Ouali Georgios Tzimiropoulos VLM 35 4 0 16 May 2024
Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection Jin Yang Ping Wei Huan Li Ziyang Ren 35 8 0 14 Apr 2024
Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models Simon Schrodi David T. Hoffmann Max Argus Volker Fischer Thomas Brox VLM 44 0 0 11 Apr 2024
Computer User Interface Understanding. A New Dataset and a Learning Framework Andrés Munoz Daniel Borrajo 21 0 0 15 Mar 2024
AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection Xinchen Zhang Running Zhao Zhihan Jiang Zhicong Sun Yulong Ding Edith C. H. Ngai Shuang-Hua Yang 11 2 0 02 Feb 2024
VLCounter: Text-aware Visual Representation for Zero-Shot Object Counting Seunggu Kang WonJun Moon Euiyeon Kim Jae-Pil Heo 11 21 0 27 Dec 2023
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space Shengzhong Liu Tomoyoshi Kimura Dongxin Liu Ruijie Wang Jinyang Li Suhas Diggavi Mani B. Srivastava Tarek F. Abdelzaher AI4TS 44 21 0 30 Oct 2023
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning Ping Guo Xiangpeng Wei Yue Hu Baosong Yang Dayiheng Liu Fei Huang Jun Xie 15 1 0 26 Oct 2023
Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method Yulan Hu Ouyang Sheng Jingyu Liu Ge Chen Zhirui Yang Junchen Wan Fuzheng Zhang Zhongyuan Wang Yong Liu 26 0 0 23 Oct 2023
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding Kaiyan Zhao Qiyu Wu Xin-Qiang Cai Yoshimasa Tsuruoka 19 6 0 16 Sep 2023
Subclass-balancing Contrastive Learning for Long-tailed Recognition Chengkai Hou Jieyu Zhang Hong Wang Tianyi Zhou 8 21 0 28 Jun 2023
Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence Anna Dawid Yann LeCun DRL 16 29 0 05 Jun 2023
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection WonJun Moon Sangeek Hyun S. Park Dongchan Park Jae-Pil Heo ViT 41 104 0 24 Mar 2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training Yuting Ning Zhenya Huang Xin Lin Enhong Chen Shiwei Tong Zheng Gong Shijin Wang AIMat 26 6 0 18 Jan 2023
Graph Soft-Contrastive Learning via Neighborhood Ranking Zhiyuan Ning P. Wang Pengyang Wang Ziyue Qiao Wei Fan Denghui Zhang Yi Du Yuanchun Zhou 14 13 0 28 Sep 2022
Self-supervised Learning for Unintentional Action Prediction Olga Zatsarynna Yazan Abu Farha Juergen Gall SSL 36 8 0 24 Sep 2022
Contrastive Learning for Object Detection R. Balasubramanian Kunal Rathore SSL 12 3 0 12 Aug 2022
Contrastive Learning for OOD in Object detection R. Balasubramanian Rupashree Dey Kunal Rathore SSL 11 0 0 12 Aug 2022
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 198 304 0 19 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020