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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,233 papers shown

Title
Self-supervised contrastive learning performs non-linear system identification Rodrigo González Laiz Tobias Schmidt Steffen Schneider SSL 83 1 0 18 Oct 2024
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 130 0 0 18 Oct 2024
CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models Shangda Wu Yashan Wang Ruibin Yuan Zhancheng Guo Xu Tan ... Yuanliang Dong Jiafeng Liu Xiaobing Li Feng Yu Maosong Sun 215 5 0 17 Oct 2024
Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control Jinzhu Luo Dingyang Chen Qi Zhang OffRL 78 0 0 16 Oct 2024
A CLIP-Powered Framework for Robust and Generalizable Data Selection Steve Yang Peng Ye Wanli Ouyang Dongzhan Zhou Furao Shen 117 2 0 15 Oct 2024
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules Shikun Feng Yuyan Ni Yan Lu Zhi-Ming Ma Wei-Ying Ma Yanyan Lan 120 7 0 14 Oct 2024
GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs Yun Zhu Haizhou Shi Xiaotang Wang Yongchao Liu Yaoke Wang Boci Peng Chuntao Hong Siliang Tang VLM 183 15 0 14 Oct 2024
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs Haozhen Zhang Tao Feng Jiaxuan You AI4TS RALM 130 5 0 14 Oct 2024
Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning Yaohua Zha Tao Dai Yanzi Wang Hang Guo Bin Chen Zhihao Ouyang Chunlin Fan 3DPC 88 1 0 13 Oct 2024
Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence Vencia Herzog Stefan Suwelack 3DPC 59 0 0 12 Oct 2024
CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features Po-han Li Sandeep Chinchali Ufuk Topcu 118 2 0 10 Oct 2024
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax I. Butakov Alexander Sememenko Alexander Tolmachev Andrey Gladkov Marina Munkhoeva Alexey Frolov 157 1 0 09 Oct 2024
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 128 13 0 09 Oct 2024
ConML: A Universal Meta-Learning Framework with Task-Level Contrastive Learning Shiguang Wu Yaqing Wang Yatao Bian Quanming Yao CLL 137 0 0 08 Oct 2024
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement Gaurav Patel Christopher Sandino Behrooz Mahasseni Ellen L. Zippi Erdrin Azemi Ali Moin Juri Minxha TTA AI4TS 117 3 0 03 Oct 2024
MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series Forecasting Aitian Ma Dongsheng Luo Mo Sha AI4TS 53 1 0 02 Oct 2024
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations Minoh Jeong Min Namgung Zae Myung Kim Dongyeop Kang Yao-Yi Chiang Alfred Hero 124 0 0 02 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 130 2 0 02 Oct 2024
Recent Advances in Speech Language Models: A Survey Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 203 25 0 01 Oct 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 128 9 0 30 Sep 2024
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization Duy-Tung Pham Thien Trang Nguyen Vu T. Nguyen Linh Ngo Van Duc Anh Nguyen Thien Huu Nguyen 91 5 0 29 Sep 2024
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao MedIm VLM 121 9 0 28 Sep 2024
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors Joseph Ortiz Antoine Dedieu Wolfgang Lehrach Swaroop Guntupalli Carter Wendelken Ahmad Humayun Guangyao Zhou Sivaramakrishnan Swaminathan Miguel Lázaro-Gredilla Kevin P. Murphy OffRL 76 1 0 26 Sep 2024
LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness Chenming Zhu Tai Wang Wenwei Zhang Jiangmiao Pang Xihui Liu 248 52 0 26 Sep 2024
LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots Peilin Wu Weiji Xie Jiahang Cao H. Lai Weinan Zhang 88 2 0 26 Sep 2024
Harnessing Shared Relations via Multimodal Mixup Contrastive Learning for Multimodal Classification Raja Kumar Raghav Singhal Pranamya Kulkarni Deval Mehta Kshitij S. Jadhav 81 0 0 26 Sep 2024
PseudoNeg-MAE: Self-Supervised Point Cloud Learning using Conditional Pseudo-Negative Embeddings Sutharsan Mahendren Saimunur Rahman Piotr Koniusz Tharindu Fernando Sridha Sridharan Clinton Fookes Peyman Moghadam 3DPC 86 0 0 24 Sep 2024
OW-Rep: Open World Object Detection with Instance Representation Learning Sunoh Lee Minsik Jeon Jihong Min Junwon Seo ObjD 490 0 0 24 Sep 2024
Scene-Text Grounding for Text-Based Video Question Answering Sheng Zhou Junbin Xiao Xun Yang Peipei Song Dan Guo Angela Yao Meng Wang Tat-Seng Chua 294 1 0 22 Sep 2024
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization Chunying Zhou Xiaoyuan Xie Gong Chen Peng He Bing Li 21 0 0 19 Sep 2024
FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement Liam Hebert Marialena Kyriakidi Hubert Pham Krishna Sayana James Pine Sukhdeep S. Sodhi Ambarish Jash VLM 99 4 0 18 Sep 2024
Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Amin Karimi Monsefi Mengxi Zhou Nastaran Karimi Monsefi Ser-Nam Lim Wei-Lun Chao R. Ramnath 132 1 0 16 Sep 2024
What to align in multimodal contrastive learning? Benoit Dufumier J. Castillo-Navarro D. Tuia Jean-Philippe Thiran 156 4 0 11 Sep 2024
DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks Amin Karimi Monsefi Kishore Prakash Sailaja Ali Alilooee Ser-Nam Lim R. Ramnath VLM 104 9 0 10 Sep 2024
Learning Representations for Independence Testing Nathaniel Xu Feng Liu Danica J. Sutherland BDL 103 0 0 10 Sep 2024
One-Shot Imitation under Mismatched Execution Kushal Kedia Prithwish Dan Sanjiban Choudhury Maximus Adrian Pace Sanjiban Choudhury 154 5 0 10 Sep 2024
Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget Andy T. Liu Yi-Cheng Lin Haibin Wu Stefan Winkler Hung-yi Lee 119 3 0 09 Sep 2024
Late Chunking: Contextual Chunk Embeddings Using Long-Context Embedding Models Michael Gunther Isabelle Mohr Daniel James Williams Bo Wang Han Xiao 59 12 0 07 Sep 2024
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval Leqi Shen Tianxiang Hao Tao He Sicheng Zhao Pengzhang Liu Yongjun Bao Guiguang Ding Guiguang Ding 264 15 0 02 Sep 2024
Contrastive Learning with Synthetic Positives Dewen Zeng Yawen Wu Xinrong Hu Xiaowei Xu Yiyu Shi SyDa SSL 133 1 0 30 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail Mustansar Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 274 5 0 30 Aug 2024
Smooth InfoMax -- Towards Easier Post-Hoc Interpretability Fabian Denoodt Bart de Boer José Oramas 178 2 0 23 Aug 2024
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design Artem Snegirev Maria Tikhonova Anna Maksimova Alena Fenogenova Alexander Abramov 217 6 0 22 Aug 2024
Speech Representation Learning Revisited: The Necessity of Separate Learnable Parameters and Robust Data Augmentation Hemant Yadav Sunayana Sitaram R. Shah SSL 101 0 0 20 Aug 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videos Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 254 0 0 20 Aug 2024
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval Guangyuan Ma Yongliang Ma Xing Wu Zhenpeng Su Ming Zhou Songlin Hu OOD 190 3 0 20 Aug 2024
Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation Changshuo Zhang Teng Shi Xiao Zhang Qi Liu Ruobing Xie Jun Xu Ji-Rong Wen 102 4 0 15 Aug 2024
A Comparison of Imitation Learning Algorithms for Bimanual Manipulation Michael Drolet Simon Stepputtis Siva Kailas Ajinkya Jain Jan Peters S. Schaal H. B. Amor 75 10 0 13 Aug 2024
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 165 0 0 12 Aug 2024
CURLing the Dream: Contrastive Representations for World Modeling in Reinforcement Learning V. A. Kich J. A. Bottega Raul Steinmetz Ricardo B. Grando Ayano Yorozu Akihisa Ohya OffRL 95 0 0 11 Aug 2024