Data-Efficient Image Recognition with Contrastive Predictive Coding

22 May 2019

Ali Razavi

Papers citing "Data-Efficient Image Recognition with Contrastive Predictive Coding"

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Title
Label-independent hyperparameter-free self-supervised single-view deep subspace clustering Lovro Sindicic Ivica Kopriva 34 0 0 25 Apr 2025
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving Shumin Wang Zhuoran Yang L. Wang Zhipeng Tang Heng Li Lehan Pan Sha Zhang Jie Peng J. Ji Y. Zhang 3DPC 46 0 0 17 Apr 2025
FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations Cheng-Yu Hsieh Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Chun-Liang Li Ranjay Krishna Oncel Tuzel Hadi Pouransari VLM 143 0 0 11 Apr 2025
ADA-Net: Attention-Guided Domain Adaptation Network with Contrastive Learning for Standing Dead Tree Segmentation Using Aerial Imagery Mete Ahishali Anis Ur Rahman Einari Heinaro Samuli Junttila 32 0 0 05 Apr 2025
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision Gihan Jayatilaka Abhinav Shrivastava M. Gwilliam 64 0 0 18 Mar 2025
Random Walks in Self-supervised Learning for Triangular Meshes Gal Yefet A. Tal SSL 62 0 0 02 Mar 2025
Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder Yuhan Zhang Guoqing Ma Guangfu Hao Liangxuan Guo Yang Chen S. Yu OnRL 74 0 0 08 Feb 2025
Disentangling CLIP for Multi-Object Perception Samyak Rawelekar Yujun Cai Yiwei Wang Ming-Hsuan Yang N. Ahuja VLM CoGe 72 0 0 05 Feb 2025
Multi-level Supervised Contrastive Learning Naghmeh Ghanooni Barbod Pajoum Harshit Rawal Sophie Fellenz Vo Nguyen Le Duy Marius Kloft 86 0 0 04 Feb 2025
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning Liam Chalcroft Jenny Crinion Cathy J. Price John Ashburner 127 0 0 21 Jan 2025
Scaling 4D Representations João Carreira Dilara Gokay Michael King Chuhan Zhang Ignacio Rocco ... Viorica Patraucean Dima Damen Pauline Luc Mehdi S. M. Sajjadi Andrew Zisserman 80 3 0 19 Dec 2024
Learning Structured Representations with Hyperbolic Embeddings Aditya Sinha Siqi Zeng M. Yamada Han Zhao 76 0 0 02 Dec 2024
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective Jiangmeng Li Zehua Zang Qirui Ji Chuxiong Sun Wenwen Qiang Junge Zhang Changwen Zheng Fuchun Sun Hui Xiong SSL 69 0 0 30 Nov 2024
Underwater Image Enhancement with Cascaded Contrastive Learning Yi Liu Qiuping Jiang X. Wang Ting Luo Jingchun Zhou 22 2 0 16 Nov 2024
An Individual Identity-Driven Framework for Animal Re-Identification Yihao Wu Di Zhao Jingfeng Zhang Yun Sing Koh 33 0 0 30 Oct 2024
Robots Pre-train Robots: Manipulation-Centric Robotic Representation from Large-Scale Robot Datasets Guangqi Jiang Yifei Sun Tao Huang Huanyu Li Yongyuan Liang Huazhe Xu 25 3 0 29 Oct 2024
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction Sergio Burdisso S. Madikeri P. Motlícek 32 1 0 24 Oct 2024
Self-supervised contrastive learning performs non-linear system identification Rodrigo González Laiz Tobias Schmidt Steffen Schneider SSL 37 0 0 18 Oct 2024
BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities Shaozhe Hao Xuantong Liu Xianbiao Qi Shihao Zhao Bojia Zi Rong Xiao Kai Han Kwan-Yee K. Wong 45 3 0 18 Oct 2024
FLIER: Few-shot Language Image Models Embedded with Latent Representations Zhinuo Zhou Peng Zhou Xiaoyong Pan VLM 26 0 0 10 Oct 2024
Contrastive Abstraction for Reinforcement Learning Vihang Patil M. Hofmarcher Elisabeth Rumetshofer Sepp Hochreiter OffRL SSL 24 2 0 01 Oct 2024
Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration Pei Wang Xiaotong Luo Yuan Xie Yanyun Qu DiffM 47 1 0 05 Sep 2024
Enhancing Sound Source Localization via False Negative Elimination Zengjie Song Jiangshe Zhang Yuxi Wang Junsong Fan Zhaoxiang Zhang 35 0 0 29 Aug 2024
Unsupervised-to-Online Reinforcement Learning Junsu Kim Seohong Park Sergey Levine OnRL 48 3 0 27 Aug 2024
Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild F. Bougourzi Fadi Dornaika Chongsheng Zhang 32 0 0 25 Aug 2024
Smooth InfoMax -- Towards easier Post-Hoc interpretability Fabian Denoodt Bart de Boer José Oramas 21 2 0 23 Aug 2024
Unsupervised Representation Learning by Balanced Self Attention Matching Daniel Shalam Simon Korman SSL 33 0 0 04 Aug 2024
Trajectory-aligned Space-time Tokens for Few-shot Action Recognition Pulkit Kumar Namitha Padmanabhan Luke Luo Sai Saketh Rambhatla Abhinav Shrivastava 32 4 0 25 Jul 2024
ETSCL: An Evidence Theory-Based Supervised Contrastive Learning Framework for Multi-modal Glaucoma Grading Zhiyuan Yang Bo Zhang Yufei Shi Ningze Zhong Johnathan Loh Huihui Fang Yanwu Xu Si Yong Yeo 25 0 0 19 Jul 2024
The Hidden Pitfalls of the Cosine Similarity Loss Andrew Draganov Sharvaree P. Vadgama Erik J. Bekkers SSL 29 0 0 24 Jun 2024
You can't handle the (dirty) truth: Data-centric insights improve pseudo-labeling Nabeel Seedat Nicolas Huynh F. Imrie Mihaela van der Schaar 38 0 0 19 Jun 2024
Causal Contrastive Learning for Counterfactual Regression Over Time Mouad El Bouchattaoui Myriam Tami Benoit Lepetit P. Cournède CML AI4TS 38 2 0 01 Jun 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 53 18 0 24 May 2024
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis Satoki Ishikawa Makoto Yamada Han Bao Yuki Takezawa 64 0 0 23 May 2024
Learning Future Representation with Synthetic Observations for Sample-efficient Reinforcement Learning Xin Liu Yaran Chen Dong Zhao 35 1 0 20 May 2024
Nonparametric Teaching of Implicit Neural Representations Chen Zhang Steven Tin Sui Luo Jason Chun Lok Li Yik-Chung Wu Ngai Wong 38 2 0 17 May 2024
AdaKD: Dynamic Knowledge Distillation of ASR models using Adaptive Loss Weighting Shreyan Ganguly Roshan Nayak Rakshith Rao Ujan Deb AP Prathosh 24 1 0 11 May 2024
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach Elham Ravanbakhsh Cheng Niu Yongqing Liang J. Ramanujam Xin Li VLM 52 0 0 10 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 49 1 0 08 May 2024
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding Kaiyuan Chen Xingzhuo Guo Yu Zhang Jianmin Wang Mingsheng Long DiffM 35 1 0 03 May 2024
On Improving the Algorithm-, Model-, and Data- Efficiency of Self-Supervised Learning Yunhao Cao Jianxin Wu 35 0 0 30 Apr 2024
ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization Hong Nguyen H. Nguyen Melinda Y. Chang Hieu H. Pham Shrikanth Narayanan Michael Pazzani 19 0 0 29 Apr 2024
IMEX-Reg: Implicit-Explicit Regularization in the Function Space for Continual Learning Prashant Bhat Bharath Renjith Elahe Arani Bahram Zonooz CLL 40 2 0 28 Apr 2024
Making Better Use of Unlabelled Data in Bayesian Active Learning Freddie Bickford-Smith Adam Foster Tom Rainforth 31 3 0 26 Apr 2024
Towards noise contrastive estimation with soft targets for conditional models J. Hugger Virginie Uhlmann UQCV 31 1 0 22 Apr 2024
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks Sophia Sirko-Galouchenko Alexandre Boulch Spyros Gidaris Andrei Bursuc Antonín Vobecký Patrick Pérez Renaud Marlet 3DPC 30 7 0 22 Apr 2024
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective Wencheng Zhu Xin Zhou Pengfei Zhu Yu Wang Qinghua Hu VLM 56 1 0 22 Apr 2024
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images Marius Schmidt-Mengin Alexis Benichoux S. Belachew N. Komodakis Nikos Paragios MedIm 24 1 0 19 Apr 2024
PIE: Physics-inspired Low-light Enhancement Dong Liang Zhengyan Xu Ling Li Mingqiang Wei Songcan Chen SSL 40 6 0 06 Apr 2024
Representation Alignment Contrastive Regularization for Multi-Object Tracking Zhonglin Liu Shujie Chen Jianfeng Dong Xun Wang Di Zhou VOT 24 1 0 03 Apr 2024