Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2012.09740
Cited By
v1
v2 (latest)
Understanding the Behaviour of Contrastive Loss
Computer Vision and Pattern Recognition (CVPR), 2020
15 December 2020
Feng Wang
Huaping Liu
SSL
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Understanding the Behaviour of Contrastive Loss"
50 / 346 papers shown
Bridging Visual Affective Gap: Borrowing Textual Knowledge by Learning from Noisy Image-Text Pairs
ACM Multimedia (MM), 2024
Daiqing Wu
Dongbao Yang
Can Ma
Can Ma
119
5
0
21 Nov 2025
Understanding InfoNCE: Transition Probability Matrix Induced Feature Clustering
Ge Cheng
Shuo Wang
Yun Zhang
185
0
0
15 Nov 2025
LEMUR: Large scale End-to-end MUltimodal Recommendation
Computers & graphics (CG), 2024
Xintian Han
Honggang Chen
Quan Lin
Jingyue Gao
X. Ren
...
Zhe Wang
Yuchao Zheng
Jingjian Lin
Di Wu
Junfeng Ge
OffRL
277
4
0
14 Nov 2025
Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection
Huizai Yao
Sicheng Zhao
Pengteng Li
Yi Cui
Shuo Lu
Weiyu Guo
Yunfan Lu
Ziyang Chen
Hui Xiong
VLM
166
0
0
10 Nov 2025
An Augmentation Overlap Theory of Contrastive Learning
Qi Zhang
Yifei Wang
Yisen Wang
SSL
259
4
0
05 Nov 2025
Efficient Online Continual Learning in Sensor-Based Human Activity Recognition
Yao Zhang
Souza Leite Clayton
Yu Xiao
VLM
279
0
0
04 Nov 2025
Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning
Ruilin Tong
Haodong Lu
Yuhang Liu
Dong Gong
CLL
285
1
0
30 Oct 2025
Calibrating Multimodal Consensus for Emotion Recognition
Guowei Zhong
Junjie Li
Huaiyu Zhu
Ruohong Huan
Yun Pan
154
0
0
23 Oct 2025
Instance-Aware Pseudo-Labeling and Class-Focused Contrastive Learning for Weakly Supervised Domain Adaptive Segmentation of Electron Microscopy
Shan Xiong
Jiabao Chen
Ye Wang
Jialin Peng
164
0
0
18 Oct 2025
Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
Sensen Gao
Shanshan Zhao
Xu Jiang
Lunhao Duan
Yong Xien Chng
Qing-Guo Chen
Weihua Luo
Kaifu Zhang
Jia-Wang Bian
Mingming Gong
420
4
0
17 Oct 2025
Understanding Self-supervised Contrastive Learning through Supervised Objectives
Byeongchan Lee
SSL
246
0
0
12 Oct 2025
On the Alignment Between Supervised and Self-Supervised Contrastive Learning
Achleshwar Luthra
Priyadarsi Mishra
Tomer Galanti
SSL
211
1
0
09 Oct 2025
Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection
I. M. De la Jara
C. Rodriguez-Opazo
D. Teney
D. Ranasinghe
E. Abbasnejad
OODD
445
0
0
07 Oct 2025
Learning Time-Series Representations by Hierarchical Uniformity-Tolerance Latent Balancing
Amin Jalali
Milad Soltany
Michael A. Greenspan
Ali Etemad
AI4TS
143
0
0
02 Oct 2025
Graph Your Own Prompt
Xi Ding
Lei Wang
Piotr Koniusz
Yongsheng Gao
263
2
0
27 Sep 2025
Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval
Tianlu Zheng
Yifan Zhang
Xiang An
Ziyong Feng
Kaicheng Yang
Qichuan Ding
VLM
180
3
0
11 Sep 2025
Maximally Useful and Minimally Redundant: The Key to Self Supervised Learning for Imbalanced Data
Yash Kumar Sharma
Vineet Nair
SSL
217
1
0
10 Sep 2025
Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning
Hung-Chieh Fang
Hsuan-Tien Lin
Irwin King
Yifei Zhang
FedML
168
1
0
02 Aug 2025
On the Similarities of Embeddings in Contrastive Learning
Chungpa Lee
Sehee Lim
Kibok Lee
Jy-yong Sohn
SSL
379
2
0
11 Jun 2025
Aligning Multimodal Representations through an Information Bottleneck
Antonio Almudévar
José Miguel Hernández-Lobato
Sameer Khurana
R. Marxer
Alfonso Ortega
SSL
381
8
0
05 Jun 2025
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Hayato Tsukagoshi
Ryohei Sasano
VLM
332
6
0
02 Jun 2025
(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
Nathan Lichtlé
Alexi Canesse
Zhe Fu
Hossein Nick Zinat Matin
M. D. Monache
Alexandre M. Bayen
200
0
0
29 May 2025
Supervised Contrastive Learning for Ordinal Engagement Measurement
Sadaf Safa
Ali Abedi
Shehroz S. Khan
268
5
0
27 May 2025
FruitNeRF++: A Generalized Multi-Fruit Counting Method Utilizing Contrastive Learning and Neural Radiance Fields
Lukas Meyer
Andrei-Timotei Ardelean
Tim Weyrich
Marc Stamminger
358
3
0
26 May 2025
SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding
Hongbin Wang
Zhihong Jia
Yuanzhong Shen
Ziwei Wang
Siyang Li
Kai Shu
Feng Hu
Dongrui Wu
251
0
0
26 May 2025
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
Huan Wang
Haoran Li
H. Chen
Jun Yan
Lijuan Wang
Jiahua Shi
Shiping Chen
Jun Shen
FedML
338
1
0
25 May 2025
Boosting Open Set Recognition Performance through Modulated Representation Learning
Amit Kumar Kundu
Vaishnavi Patil
Joseph Jaja
485
0
0
23 May 2025
Supervised Graph Contrastive Learning for Gene Regulatory Networks
Sho Oshima
Yuji Okamoto
Taisei Tosaki
Ryosuke Kojima
573
1
0
23 May 2025
Subquadratic Algorithms and Hardness for Attention with Any Temperature
Shreya Gupta
Boyang Huang
Barna Saha
Yinzhan Xu
Christopher Ye
358
3
0
20 May 2025
Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables
Yu Gui
Cong Ma
Zongming Ma
SSL
482
4
0
18 May 2025
Analytical Softmax Temperature Setting from Feature Dimensions for Model- and Domain-Robust Classification
Tatsuhito Hasegawa
Shunsuke Sakai
355
1
0
22 Apr 2025
CLOC: Contrastive Learning for Ordinal Classification with Multi-Margin N-pair Loss
Computer Vision and Pattern Recognition (CVPR), 2025
D. Pitawela
Gustavo Carneiro
Hsiang-Ting Chen
469
7
0
22 Apr 2025
SCMPPI: Supervised Contrastive Multimodal Framework for Predicting Protein-Protein Interactions
Shengrui XU
Tianchi Lu
Zikun Wang
Jixiu Zhai
268
0
0
03 Apr 2025
CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization
International Conference on Artificial Neural Networks (ICANN), 2025
Yingrui Ji
Xi Xiao
Gaofei Chen
Hao Xu
Chenrui Ma
Lijing Zhu
Aokun Liang
Jiansheng Chen
VLM
317
6
0
31 Mar 2025
A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli
Pengyu Liu
Guohua Dong
D. Guo
Kun Li
Fengling Li
Xun Yang
Meng Wang
Xiaomin Ying
AI4CE
333
7
0
20 Mar 2025
ReSi: A Comprehensive Benchmark for Representational Similarity Measures
International Conference on Learning Representations (ICLR), 2024
Max Klabunde
Tassilo Wald
Tobias Schumacher
Klaus H. Maier-Hein
Markus Strohmaier
Adriana Iamnitchi
AI4TS
VLM
590
14
0
13 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation
Zihao Chen
H. Handa
Miho Ohsaki
Kimiaki Shirahama
411
1
0
12 Mar 2025
Cross-Lingual IPA Contrastive Learning for Zero-Shot NER
Jimin Sohn
David R. Mortensen
335
0
0
10 Mar 2025
INTENT: Trajectory Prediction Framework with Intention-Guided Contrastive Clustering
Yihong Tang
Wei-Ying Ma
406
4
0
06 Mar 2025
DTU-Net: A Multi-Scale Dilated Transformer Network for Nonlinear Hyperspectral Unmixing
ChenTong Wang
Jincheng Gao
Fei Zhu
Abderrahim Halimi
Cédric Richard
285
0
0
05 Mar 2025
OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Seunghun Baek
Jaeyoon Sim
Guorong Wu
Won Hwa Kim
MedIm
347
2
0
03 Mar 2025
ABC: Achieving Better Control of Multimodal Embeddings using VLMs
Benjamin Schneider
Florian Kerschbaum
Wenhu Chen
1.1K
0
0
01 Mar 2025
Exploring the Impact of Temperature Scaling in Softmax for Classification and Adversarial Robustness
Hao Xuan
Bokai Yang
Xingyu Li
AAML
422
18
0
28 Feb 2025
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems
The Web Conference (WWW), 2025
Haibo Xing
Kanefumi Matsuyama
Hao Deng
Jinxin Hu
Yu Zhang
Xiaoyi Zeng
340
7
0
22 Feb 2025
Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning
Minbo Ma
Kai Tang
Huan Li
Fei Teng
Dalin Zhang
Tianrui Li
AI4TS
413
2
0
21 Feb 2025
DiffEx: Explaining a Classifier with Diffusion Models to Identify Microscopic Cellular Variations
Anis Bourou
Saranga Kingkor Mahanta
Thomas Boyer
Valérie Mezger
Auguste Genovesio
MedIm
348
0
0
12 Feb 2025
Mask-informed Deep Contrastive Incomplete Multi-view Clustering
Zhenglai Li
Yuqi Shi
Xiao He
Chang-Fu Tang
387
0
0
04 Feb 2025
Multi-level Supervised Contrastive Learning
Naghmeh Ghanooni
Barbod Pajoum
Harshit Rawal
Sophie Fellenz
Vo Nguyen Le Duy
Marius Kloft
573
2
0
04 Feb 2025
Generating Negative Samples for Multi-Modal Recommendation
Yanbiao Ji
Dan Luo
Yu Xie
Shaokai Wu
Jing Tong
Shaokai Wu
Deyi Ji
Hongtao Lu
Yue Ding
373
4
0
25 Jan 2025
Balanced Multi-view Clustering
Zhenglai Li
Jun Wang
Chang-Fu Tang
Xinzhong Zhu
Wei Zhang
Xinwang Liu
556
0
0
05 Jan 2025
1
2
3
4
5
6
7
Next
Page 1 of 7
