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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

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Title
Mitigating Degree Bias Adaptively with Hard-to-Learn Nodes in Graph Contrastive Learning Jingyu Hu Hongbo Bo Jun Hong Xiaowei Liu Weiru Liu 94 0 0 05 Jun 2025
Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions Jeongsoo Ha Kyungsoo Kim Yusung Kim OffRL VLM 64 6 0 05 Jun 2025
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models Yanzhao Zhang Mingxin Li Dingkun Long Xin Zhang Huan Lin ... An Yang Dayiheng Liu Junyang Lin Fei Huang Jingren Zhou 127 1 0 05 Jun 2025
UniPTMs: The First Unified Multi-type PTM Site Prediction Model via Master-Slave Architecture-Based Multi-Stage Fusion Strategy and Hierarchical Contrastive Loss Yiyu Lin Yan Wang You Zhou X. Ni J. Wu Sen Yang 31 0 0 05 Jun 2025
BiMa: Towards Biases Mitigation for Text-Video Retrieval via Scene Element Guidance Huy Le Nhat Chung Tung Kieu A. Nguyen Ngan Le 70 0 0 04 Jun 2025
When Does Closeness in Distribution Imply Representational Similarity? An Identifiability Perspective Beatrix M. G. Nielsen Emanuele Marconato Andrea Dittadi Luigi Gresele 58 0 0 04 Jun 2025
Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence Alexander Semenenko I. Butakov Alexey Frolov Ivan Oseledets 61 0 0 04 Jun 2025
KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Zirui Chen Xin Eric Wang Zhao Li Wenbin Guo Dongxiao He 106 0 0 04 Jun 2025
Average Calibration Losses for Reliable Uncertainty in Medical Image Segmentation Theodore Barfoot Luis C. Garcia-Peraza-Herrera Samet Akcay Ben Glocker Tom Vercauteren UQCV 132 0 0 04 Jun 2025
Negative-Guided Subject Fidelity Optimization for Zero-Shot Subject-Driven Generation Chaehun Shin Jooyoung Choi Johan Barthelemy Jungbeom Lee Sungroh Yoon DiffM 76 0 0 04 Jun 2025
CRAWLDoc: A Dataset for Robust Ranking of Bibliographic Documents Fabian Karl A. Scherp 56 0 0 04 Jun 2025
Open-PMC-18M: A High-Fidelity Large Scale Medical Dataset for Multimodal Representation Learning Negin Baghbanzadeh Sajad Ashkezari Elham Dolatabadi Arash Afkanpour MedIm 71 0 0 03 Jun 2025
Weak Supervision for Real World Graphs Pratheeksha Nair Reihaneh Rabbany NoLa 59 0 0 03 Jun 2025
Simple, Good, Fast: Self-Supervised World Models Free of Baggage Jan Robine Marc Höftmann Stefan Harmeling DRL OCL 63 1 0 03 Jun 2025
Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Duo Liu Zhiquan Tan Linglan Zhao Zhongqiang Zhang Xiangzhong Fang Weiran Huang 59 0 0 03 Jun 2025
Multilingual Information Retrieval with a Monolingual Knowledge Base Yingying Zhuang Aman Gupta Anurag Beniwal 57 0 0 03 Jun 2025
Learning Abstract World Models with a Group-Structured Latent Space Thomas Delliaux Nguyen-Khanh Vu Vincent François-Lavet Elise van der Pol Emmanuel Rachelson DRL 56 0 0 02 Jun 2025
Aligned Contrastive Loss for Long-Tailed Recognition Jiali Ma Jiequan Cui Maeno Kazuki Lakshmi Subramanian Karlekar Jayashree Sugiri Pranata Hanwang Zhang 34 0 0 01 Jun 2025
AuralSAM2: Enabling SAM2 Hear Through Pyramid Audio-Visual Feature Prompting Yuyuan Liu Yuanhong Chen Chong Wang Junlin Han Junde Wu Can Peng Jingkun Chen Yu Tian Gustavo Carneiro VLM 49 0 0 01 Jun 2025
Perceptual Inductive Bias Is What You Need Before Contrastive Learning Tianqin Li Junru Zhao Dunhan Jiang Shenghao Wu Alan Ramirez Tai Sing Lee SSL 39 0 0 01 Jun 2025
Keystep Recognition using Graph Neural Networks Julia Lee Romero Kyle Min Subarna Tripathi Morteza Karimzadeh 41 0 0 01 Jun 2025
Improving Keystep Recognition in Ego-Video via Dexterous Focus Zachary Chavis Stephen J. Guy Hyun Soo Park 43 0 0 01 Jun 2025
Self-Supervised Multi-View Representation Learning using Vision-Language Model for 3D/4D Facial Expression Recognition Muzammil Behzad 35 0 0 01 Jun 2025
Improving Dialogue State Tracking through Combinatorial Search for In-Context Examples Haesung Pyun Yoonah Park Yohan Jo 28 0 0 31 May 2025
JojoSCL: Shrinkage Contrastive Learning for single-cell RNA sequence Clustering Ziwen Wang 31 1 0 31 May 2025
$$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time$ $\texttt{AVROBUSTBENCH}$ : Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time Sarthak Kumar Maharana Saksham Singh Kushwaha Baoming Zhang Adrian Rodriguez Songtao Wei Yapeng Tian Yunhui Guo TTA VLM 32 0 0 31 May 2025
Accurate Estimation of Mutual Information in High Dimensional Data Eslam Abdelaleem K. M. Martini I. Nemenman 25 1 0 31 May 2025
Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions Jihyoung Jang Minwook Bae Minji Kim Dilek Z. Hakkani-Tür Hyounghun Kim 20 0 0 31 May 2025
FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Xuan Xu Fufang Wen Beilin Chu Zhibing Fu Qinhong Lin Jiaqi Liu Binjie Fei Zhongliang Yang Linna Zhou Yu Li 15 0 0 31 May 2025
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries Ni Mu Hao Hu Xiao Hu Yiqin Yang Bo Xu Qing-Shan Jia 40 0 0 31 May 2025
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings Max Conti Manuel Faysse Gautier Viaud Antoine Bosselut C´eline Hudelot Pierre Colombo 60 0 0 30 May 2025
Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation Roger Ferrod C. Dantas Luigi Di Caro Dino Ienco 25 0 0 30 May 2025
MGS3: A Multi-Granularity Self-Supervised Code Search Framework Rui Li Junfeng Kang Qi Liu Liyang He Zheng Zhang Yunhao Sha Linbo Zhu Zhenya Huang 47 1 0 30 May 2025
Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation Edward Fish Richard Bowden SLR 27 1 0 30 May 2025
CoRet: Improved Retriever for Code Editing Fabio Fehr Prabhu Teja Sivaprasad Luca Franceschi Giovanni Zappella 33 0 0 30 May 2025
GPR: Empowering Generation with Graph-Pretrained Retriever Xiaochen Wang Zongyu Wu Yuan Zhong Xiang Zhang Suhang Wang Fenglong Ma 27 0 0 30 May 2025
FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification Tian Tian Chunyan Miao Hangwei Qian AI4TS 19 0 0 29 May 2025
Maximum Likelihood Learning of Latent Dynamics Without Reconstruction Samo Hromadka Kai Biegun Lior Fox James Heald M. Sahani BDL AI4TS 28 0 0 29 May 2025
An Empirical Study of Federated Prompt Learning for Vision Language Model Zhihao Wang Wenke Huang Tian Chen Zekun Shi Guancheng Wan Yu Qiao Bin Yang Jian Wang Bing Li Mang Ye FedML VLM 19 0 0 29 May 2025
FOLIAGE: Towards Physical Intelligence World Models Via Unbounded Surface Evolution Xiaoyi Liu Hao Tang AI4CE 26 0 0 29 May 2025
Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning Dionysis Christopoulos Sotiris Spanos Eirini Baltzi Valsamis Ntouskos Konstantinos Karantzalos 64 0 0 29 May 2025
Multimodal Foundation Model for Cross-Modal Retrieval and Activity Recognition Tasks Koki Matsuishi Kosuke Ukita Tsuyoshi Okita 23 0 0 29 May 2025
Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning Shifeng Xie Aref Einizade Jhony H. Giraldo SSL 50 0 0 29 May 2025
Generalized Category Discovery in Event-Centric Contexts: Latent Pattern Mining with LLMs Yi Luo Qiwen Wang Junqi Yang Luyao Tang Zhenghao Lin ZhenZhe Ying Weiqiang Wang Chen Lin 43 0 0 29 May 2025
SpeechVerifier: Robust Acoustic Fingerprint against Tampering Attacks via Watermarking Lingfeng Yao Chenpei Huang Shengyao Wang Junpei Xue Hanqing Guo Jiang Liu Xun Chen Miao Pan 17 0 0 28 May 2025
Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis Hanbin Ko Chang-Min Park 33 0 0 28 May 2025
RocqStar: Leveraging Similarity-driven Retrieval and Agentic Systems for Rocq generation Nikita Khramov Andrei Kozyrev Gleb Solovev Anton Podkopaev 56 0 0 28 May 2025
Enhancing Uncertainty Estimation and Interpretability via Bayesian Non-negative Decision Layer Xinyue Hu Zhibin Duan Bo Chen Mingyuan Zhou UQCV BDL 171 0 0 28 May 2025
Functional Matching of Logic Subgraphs: Beyond Structural Isomorphism Ziyang Zheng Kezhi Li Zhengyuan Shi Qiang Xu 35 0 0 28 May 2025
Improve Multi-Modal Embedding Learning via Explicit Hard Negative Gradient Amplifying Youze Xue Dian Li Gang Liu 18 0 0 28 May 2025