Wasserstein Contrastive Representation Distillation

Wasserstein Contrastive Representation Distillation

15 December 2020

Dong Wang

Lawrence Carin

Papers citing "Wasserstein Contrastive Representation Distillation"

17 / 17 papers shown

Title
Your contrastive learning problem is secretly a distribution alignment problem Zihao Chen Chi-Heng Lin Ran Liu Jingyun Xiao Eva L. Dyer 75 1 0 27 Feb 2025
Quantifying Knowledge Distillation Using Partial Information Decomposition Pasan Dissanayake Faisal Hamman Barproda Halder Ilia Sucholutsky Qiuyi Zhang Sanghamitra Dutta 36 0 0 12 Nov 2024
Data-free Knowledge Distillation for Fine-grained Visual Categorization Renrong Shao Wei Zhang Jianhua Yin Jun Wang 33 2 0 18 Apr 2024
Learning to Project for Cross-Task Knowledge Distillation Dylan Auty Roy Miles Benedikt Kolbeinsson K. Mikolajczyk 40 0 0 21 Mar 2024
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning Yanan Wang Donghuo Zeng Shinya Wada Satoshi Kurihara 32 6 0 27 Sep 2023
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately Xin Cheng Shen Gao Yuchi Zhang Yongliang Wang Xiuying Chen Mingzhe Li Dongyan Zhao Rui Yan 29 10 0 27 Jan 2023
Exploring Content Relationships for Distilling Efficient GANs Lizhou You Mingbao Lin Tie Hu Rongrong Ji Rongrong Ji 41 3 0 21 Dec 2022
Multimodal Transformer Distillation for Audio-Visual Synchronization Xuan-Bo Chen Haibin Wu Chung-Che Wang Hung-yi Lee J. Jang 26 3 0 27 Oct 2022
Meta-Ensemble Parameter Learning Zhengcong Fei Shuman Tian Junshi Huang Xiaoming Wei Xiaolin K. Wei OOD 44 2 0 05 Oct 2022
DeepWSD: Projecting Degradations in Perceptual Space to Wasserstein Distance in Deep Feature Space Xigran Liao Baoliang Chen Hanwei Zhu Shiqi Wang Mingliang Zhou Sam Kwong 24 23 0 05 Aug 2022
Modality-Aware Contrastive Instance Learning with Self-Distillation for Weakly-Supervised Audio-Visual Violence Detection Jiashuo Yu Jin-Yuan Liu Ying Cheng Rui Feng Yuejie Zhang 21 35 0 12 Jul 2022
Generalized Knowledge Distillation via Relationship Matching Han-Jia Ye Su Lu De-Chuan Zhan FedML 22 20 0 04 May 2022
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks Zhecan Wang Noel Codella Yen-Chun Chen Luowei Zhou Xiyang Dai ... Jianwei Yang Haoxuan You Kai-Wei Chang Shih-Fu Chang Lu Yuan VLM OffRL 31 22 0 22 Apr 2022
Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport Jiying Zhang Xi Xiao Long-Kai Huang Yu Rong Yatao Bian OT 11 32 0 20 Mar 2022
Information Theoretic Representation Distillation Roy Miles Adrian Lopez-Rodriguez K. Mikolajczyk MQ 13 21 0 01 Dec 2021
Compressing Visual-linguistic Model via Knowledge Distillation Zhiyuan Fang Jianfeng Wang Xiaowei Hu Lijuan Wang Yezhou Yang Zicheng Liu VLM 39 97 0 05 Apr 2021
Knowledge Distillation by On-the-Fly Native Ensemble Xu Lan Xiatian Zhu S. Gong 200 473 0 12 Jun 2018