Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 2,342 papers shown

Title
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training Sanghwan Kim Rui Xiao Mariana-Iuliana Georgescu Stephan Alaniz Zeynep Akata VLM 93 2 0 02 Dec 2024
Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning Dragos-Alexandru Boldisor Stefan Smeu Dan Oneaţă Elisabeta Oneata 103 1 0 29 Nov 2024
UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image Xingyu Liu Gu Wang Ruida Zhang Chenyangguang Zhang F. Tombari Xiangyang Ji 242 2 0 25 Nov 2024
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts Qizhou Chen Chengyu Wang Dakan Wang Taolin Zhang Wangyue Li Xiaofeng He KELM 83 1 0 23 Nov 2024
KinMo: Kinematic-aware Human Motion Understanding and Generation Pengfei Zhang Pinxin Liu Hyeongwoo Kim Pablo Garrido Bindita Chaudhuri 93 1 0 23 Nov 2024
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency Wentao Huang Meilong Xu Xiaoling Hu Shahira Abousamra Aniruddha Ganguly ... Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Michael L. Miller Chong Chen 81 0 0 22 Nov 2024
Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning Tim Lenz Peter Neidlinger M. Ligero Georg Wolflein M. Treeck Jakob Nikolas Kather 73 2 0 20 Nov 2024
CLIC: Contrastive Learning Framework for Unsupervised Image Complexity Representation Shipeng Liu Liang Zhao Dengfeng Chen SSL 118 1 0 19 Nov 2024
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model Dongyoung Go Taesun Whang Chanhee Lee Hwayeon Kim Sunghoon Park Seunghwan Ji Dongchan Kim Young-Bum Kim Young-Bum Kim LRM 231 1 0 19 Nov 2024
Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning Yihao Luo Yuezihan Jiang Yinjie Jiang Gaode Chen Jie Wang Kaigui Bian Peiyi Li Qi Zhang 32 0 0 18 Nov 2024
Efficient Transfer Learning for Video-language Foundation Models Haoxing Chen Zizheng Huang Y. Hong Yanshuo Wang Zhongcai Lyu Zhuoer Xu Jun Lan Zhangxuan Gu VLM 54 0 0 18 Nov 2024
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 76 2 0 11 Nov 2024
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 47 0 0 07 Nov 2024
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering Laura Cabello Carmen Martin-Turrero Uchenna Akujuobi Anders Søgaard Carlos Bobed AI4MH 157 1 0 06 Nov 2024
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object Detection Pengfei Lyu Pak-Hei Yeung Xiufei Cheng Xiaosheng Yu Chengdong Wu Jagath C. Rajapakse 42 0 0 06 Nov 2024
Breaking the Reclustering Barrier in Centroid-based Deep Clustering Lukas Miklautz Timo Klein Kevin Sidak Collin Leiber Thomas Lang Andrii Shkabrii Sebastian Tschiatschek Claudia Plant 39 1 0 04 Nov 2024
Quantum Rationale-Aware Graph Contrastive Learning for Jet Discrimination Md Abrar Jahin Md. Akmol Masud M. F. Mridha Nilanjan Dey Zeyar Aung 64 0 0 03 Nov 2024
Mutual Information Preserving Neural Network Pruning Charles Westphal Stephen Hailes Mirco Musolesi 57 1 0 31 Oct 2024
An Information Criterion for Controlled Disentanglement of Multimodal Data Chenyu Wang Sharut Gupta Xinyi Zhang Sana Tonekaboni Stefanie Jegelka Tommi Jaakkola Caroline Uhler DRL 42 1 0 31 Oct 2024
Contrastive Learning and Adversarial Disentanglement for Task-Oriented Semantic Communications Omar Erak Omar Alhussein Wen Tong 79 0 0 30 Oct 2024
On-Robot Reinforcement Learning with Goal-Contrastive Rewards Ondrej Biza Thomas Weng Lingfeng Sun Karl Schmeckpeper Tarik Kelestemur Yecheng Jason Ma Robert Platt Jan-Willem van de Meent Lawson L. S. Wong OffRL 47 0 0 25 Oct 2024
End-to-end Training for Recommendation with Language-based User Profiles Zhaolin Gao Joyce Zhou Yijia Dai Thorsten Joachims AI4Ed 67 2 0 24 Oct 2024
Lightweight Neural App Control Filippos Christianos Georgios Papoudakis Thomas Coste Jianye Hao Jun Wang Kun Shao LM&Ro 60 5 0 23 Oct 2024
Progressive Compositionality in Text-to-Image Generative Models Xu Han Linghao Jin Xiaofeng Liu Paul Pu Liang CoGe 106 2 0 22 Oct 2024
Uncovering RL Integration in SSL Loss: Objective-Specific Implications for Data-Efficient RL Ömer Veysel Çağatan Barış Akgün OffRL 34 0 0 22 Oct 2024
Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment Yankai Jiang Wenhui Lei Xiaofan Zhang S. Zhang MedIm 42 2 0 21 Oct 2024
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 37 3 0 21 Oct 2024
Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting Skye Gunasekaran Assel Kembay Hugo J. Ladret Rui-Jie Zhu Laurent Udo Perrinet Omid Kavehei Jason Eshraghian AI4TS 36 0 0 19 Oct 2024
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling Yanan Ma Chenghao Xiao Chenhan Yuan Sabine N van der Veer Lamiece Hassan Chenghua Lin Goran Nenadic 42 0 0 19 Oct 2024
AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios Ziming Huang Xurui Li Haotian Liu Feng Xue Yuzhe Wang Yu Zhou 37 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 36 4 0 17 Oct 2024
Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous Control Jinzhu Luo Dingyang Chen Qi Zhang OffRL 26 0 0 16 Oct 2024
A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration Renlang Huang Yufan Tang Jiming Chen Liang Li 3DPC 47 1 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 63 8 0 14 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 43 5 0 14 Oct 2024
Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence Vencia Herzog Stefan Suwelack 3DPC 29 0 0 12 Oct 2024
CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features Po-han Li Sandeep Chinchali Ufuk Topcu 36 1 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 37 0 0 09 Oct 2024
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 40 6 0 09 Oct 2024
An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment Hugo Malard Michel Olvera Stéphane Lathuilière S. Essid VLM 39 0 0 08 Oct 2024
CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning Junghun Oh Sungyong Baik Kyoung Mu Lee CLL 47 3 0 08 Oct 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables Yufei Tian Zeyu Pan Nanyun Peng DeLMO 43 0 0 04 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision Thang Nguyen Peter Chin Yu-Wing Tai RALM 42 4 0 03 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 50 3 0 03 Oct 2024
Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing Yilmazcan Ozyurt Stefan Feuerriegel Mrinmaya Sachan AI4Ed 52 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 30 0 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 61 17 0 01 Oct 2024
Decoding the Echoes of Vision from fMRI: Memory Disentangling for Past Semantic Information Runze Xia Congchi Yin Piji Li 31 0 0 30 Sep 2024
Exploring Social Media Image Categorization Using Large Models with Different Adaptation Methods: A Case Study on Cultural Nature's Contributions to People Rohaifa Khaldi Domingo Alcaraz-Segura Ignacio Sánchez-Herrera Javier Martinez-Lopez Carlos Javier Navarro Siham Tabik VLM 18 1 0 30 Sep 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 56 7 0 30 Sep 2024