Supervised Contrastive Learning

23 April 2020

Papers citing "Supervised Contrastive Learning"

50 / 780 papers shown

Title
Fact-Preserved Personalized News Headline Generation Zhao Yang Junhong Lian Xiang Ao 104 1 0 21 Jan 2025
TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism Minsoo Khang Teakgyu Hong LMTD 104 0 0 21 Jan 2025
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection Zhipeng Yu Qianqian Xu Yangbangyan Jiang Yingfei Sun Qingming Huang NoLa 69 0 0 19 Jan 2025
Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge Distillation H. Zhang Yifei Yao Zixuan Wang Jiayuan Su Mengxuan Li Peng Peng Hongwei Wang CLL 49 0 0 16 Jan 2025
WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning Rajath Rao Adithya V Ganesan O. Kjell Jonah Luby Akshay Raghavan ... B. Luft Camilo Ruggero Neville Ryant R. Kotov H. A. Schwartz 37 0 0 15 Jan 2025
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech Synthesis Rui Liu Zhenqi Jia F. Bao Hong Li 45 2 0 11 Jan 2025
Identity-aware Feature Decoupling Learning for Clothing-change Person Re-identification Haoxuan Xu Bo-wen Li Guanglin Niu 44 2 0 10 Jan 2025
An Inclusive Theoretical Framework of Robust Supervised Contrastive Loss against Label Noise Jingyi Cui Yi-Ge Zhang Hengyu Liu Yisen Wang NoLa 48 0 0 03 Jan 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 66 1 0 03 Jan 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 49 11 0 31 Dec 2024
Open-Set Object Detection By Aligning Known Class Representations Hiran Sarkar Vishal M. Chudasama N. Onoe Pankaj Wasnik Vineeth N. Balasubramanian ObjD 49 5 0 31 Dec 2024
Action-Agnostic Point-Level Supervision for Temporal Action Detection Shuhei M. Yoshida Takashi Shibata M. Terao Takayuki Okatani Masashi Sugiyama 39 0 0 31 Dec 2024
From Open Vocabulary to Open World: Teaching Vision Language Models to Detect Novel Objects Zizhao Li Zhengkang Xiang Joseph West Kourosh Khoshelham ObjD VLM 99 1 0 27 Nov 2024
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation Peihua Deng Jiehua Zhang Xichun Sheng C. Yan Yaoqi Sun Ying Fu Liang-Sheng Li CLL 79 1 0 25 Nov 2024
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification C. Jin Luyang Luo Huangjing Lin Jun Hou Hao Chen 49 4 0 12 Nov 2024
Deep Active Learning in the Open World Tian Xie Jifan Zhang Haoyue Bai R. Nowak VLM 169 1 0 10 Nov 2024
DSDE: Using Proportion Estimation to Improve Model Selection for Out-of-Distribution Detection Jingyao Geng Yuan Zhang Jiaqi Huang Feng Xue Falong Tan Chuanlong Xie Shumei Zhang OODD 43 0 0 03 Nov 2024
Contrastive Learning and Adversarial Disentanglement for Task-Oriented Semantic Communications Omar Erak Omar Alhussein Wen Tong 76 0 0 30 Oct 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery Yuxun Qu Yongqiang Tang Chenyang Zhang Wensheng Zhang 31 0 0 29 Oct 2024
Subgraph Aggregation for Out-of-Distribution Generalization on Graphs Bowen Liu Haoyang Li Shuning Wang Shuo Nie Shanghang Zhang OODD CML 74 0 0 29 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
In-Materia Speech Recognition Mohamadreza Zolfagharinejad Julian Büchel Lorenzo Cassola Sachin Kinge Ghazi Sarwat Syed Abu Sebastian Wilfred G. van der Wiel 26 0 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 60 7 0 14 Oct 2024
SCOREQ: Speech Quality Assessment with Contrastive Regression Alessandro Ragano Jan Skoglund Andrew Hines 40 6 0 09 Oct 2024
Happy: A Debiased Learning Framework for Continual Generalized Category Discovery Shijie Ma Fei Zhu Zhun Zhong Wenzhuo Liu Xu-Yao Zhang Cheng-Lin Liu CLL 42 6 0 09 Oct 2024
Improving Speaker Representations Using Contrastive Losses on Multi-scale Features Satvik Dixit Massa Baali Rita Singh Bhiksha Raj 29 0 0 07 Oct 2024
MONICA: Benchmarking on Long-tailed Medical Image Classification Lie Ju Siyuan Yan Yukun Zhou Yang Nan Xiaodan Xing Peibo Duan Zongyuan Ge 62 0 0 02 Oct 2024
Decoding Emotions: Unveiling Facial Expressions through Acoustic Sensing with Contrastive Attention Guangjing Wang Juexing Wang Ce Zhou Weikang Ding Huacheng Zeng Tianxing Li Qiben Yan 36 0 0 01 Oct 2024
Federated Instruction Tuning of LLMs with Domain Coverage Augmentation Zezhou Wang Yaxin Du Zhuzhong Qian Yugang Jiang Zhuzhong Qian Siheng Chen FedML 161 0 0 30 Sep 2024
Towards Effective Utilization of Mixed-Quality Demonstrations in Robotic Manipulation via Segment-Level Selection and Optimization Jingjing Chen Hongjie Fang Hao-Shu Fang Cewu Lu 40 2 0 30 Sep 2024
Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification Guanyi Mou Yichuan Li Kyumin Lee 36 3 0 26 Sep 2024
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data Sneha Paul Zachary Patterson Nizar Bouguila 29 0 0 21 Sep 2024
Cross-Chirality Palmprint Verification: Left is Right for the Right Palmprint Chengrui Gao Ziyuan Yang T. Ng Min Zhu Andrew Beng Jin Teoh 21 1 0 19 Sep 2024
Across-Game Engagement Modelling via Few-Shot Learning Kosmas Pinitas Konstantinos Makantasis Georgios N. Yannakakis 31 1 0 19 Sep 2024
Reducing Catastrophic Forgetting in Online Class Incremental Learning Using Self-Distillation Kotaro Nagata Hiromu Ono Kazuhiro Hotta CLL 14 0 0 17 Sep 2024
What to align in multimodal contrastive learning? Benoit Dufumier J. Castillo-Navarro D. Tuia Jean-Philippe Thiran 29 3 0 11 Sep 2024
BetterBodies: Reinforcement Learning guided Diffusion for Antibody Sequence Design Yannick Vogt Mehdi Naouar M. Kalweit Christoph Cornelius Miething Justus Duyster Joschka Boedecker Gabriel Kalweit DiffM 34 0 0 09 Sep 2024
Robust Clustering on High-Dimensional Data with Stochastic Quantization Anton Kozyriev Vladimir Norkin MQ 19 3 0 03 Sep 2024
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning Jinglin Liang Jin Zhong Hanlin Gu Zhongqi Lu Xingxing Tang Gang Dai Shuangping Huang Lixin Fan Qiang Yang DiffM 44 7 0 02 Sep 2024
Boosting Adverse Weather Crowd Counting via Multi-queue Contrastive Learning Tianhang Pan Zhuoran Zheng 64 0 0 12 Aug 2024
Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization Wenyu Mao Jiancan Wu Haoyang Liu Yongduo Sui Xiang Wang OOD 39 2 0 03 Aug 2024
Universal New Physics Latent Space Anna Hallin Gregor Kasieczka Sabine Kraml A. Lessa L. Moureaux Tore von Schwartz David Shih AI4CE 36 0 0 29 Jul 2024
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Riyansha Singh Parinita Nema V. Kurmi CLL 40 1 0 27 Jul 2024
Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation Shiyao Wang Shiwan Zhao Jiaming Zhou Aobo Kong Yong Qin 34 3 0 26 Jul 2024
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models Xuenan Xu Pingyue Zhang Ming Yan Ji Zhang Mengyue Wu VLM 26 0 0 19 Jul 2024
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Pascal Schlachter Simon Wagner Bin Yang TTA 48 1 0 19 Jul 2024
CLOVER: Context-aware Long-term Object Viewpoint- and Environment- Invariant Representation Learning Dongmyeong Lee Amanda Adkins Joydeep Biswas 49 0 0 12 Jul 2024
A Coding-Theoretic Analysis of Hyperspherical Prototypical Learning Geometry Martin Lindström Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 40 0 0 10 Jul 2024
Music Era Recognition Using Supervised Contrastive Learning and Artist Information Qiqi He Xuchen Song Weituo Hao Ju-Chiang Wang Fan Zhang Wei Li 30 0 0 07 Jul 2024
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration Hangting Ye Wei Fan Xiaozhuang Song Shun Zheng He Zhao Dandan Guo Yi Chang OOD 44 18 0 07 Jul 2024