Variational Autoencoder for Deep Learning of Images, Labels and Captions

28 September 2016

Lawrence Carin

Papers citing "Variational Autoencoder for Deep Learning of Images, Labels and Captions"

50 / 234 papers shown

Title
UniVLA: Learning to Act Anywhere with Task-centric Latent Actions Qingwen Bu Yanting Yang Jisong Cai Shenyuan Gao Guanghui Ren Maoqing Yao Ping Luo Hongyang Li 173 1 0 09 May 2025
Explanations Go Linear: Interpretable and Individual Latent Encoding for Post-hoc Explainability Simone Piaggesi Riccardo Guidotti F. Giannotti D. Pedreschi FAtt LRM 202 0 0 29 Apr 2025
SIGMAN:Scaling 3D Human Gaussian Generation with Millions of Assets Yuhang Yang Fengqi Liu Yixing Lu Qin Zhao Pingyu Wu ... Ran Yi Yang Cao Lizhuang Ma Zheng-jun Zha Junting Dong 3DGS 47 0 0 09 Apr 2025
Momentum Boosted Episodic Memory for Improving Learning in Long-Tailed RL Environments Dolton Fernandes Pramod Kaushik Harsh Shukla Bapi Raju Surampudi 21 0 0 08 Apr 2025
Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution Songran Bai Yuheng Ji Yue Liu Xingwei Zhang Xiaolong Zheng D. Zeng 41 0 0 01 Apr 2025
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models Hengyuan Zhao Ziqin Wang Qixin Sun Kaiyou Song Yilin Li Xiaolin Hu Qingpei Guo Si Liu KELM CLL MoE 70 0 0 27 Mar 2025
Machine learning for modelling unstructured grid data in computational physics: a review Sibo Cheng Marc Bocquet Weiping Ding Tobias S. Finn Rui Fu ... Yong Zeng Mingrui Zhang Hao Zhou Kewei Zhu Rossella Arcucci PINN AI4CE 114 0 0 13 Feb 2025
MMO-IG: Multi-Class and Multi-Scale Object Image Generation for Remote Sensing Chuang Yang Bingxuan Zhao Qing Zhou Qi Wang 83 1 0 18 Dec 2024
Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis in-the-Wild Siyoon Jin Jisu Nam Jiyoung Kim Dahyun Chung Yeong-Seok Kim Joonhyung Park Heonjeong Chu Seungryong Kim DiffM 82 0 0 04 Dec 2024
Adaptive Learning on User Segmentation: Universal to Specific Representation via Bipartite Neural Interaction Xiaoyu Tan Yongxin Deng Chao Qu Siqiao Xue Xiaoming Shi James Zhang Xihe Qiu 66 2 0 23 Sep 2024
Improved Image Classification with Manifold Neural Networks Caio F. Deberaldini Netto Zhiyang Wang Luana Ruiz AI4CE 30 0 0 19 Sep 2024
An Examination of Offline-Trained Encoders in Vision-Based Deep Reinforcement Learning for Autonomous Driving S. Mohammed Alp Argun Nicolas Bonnotte Gerd Ascheid OffRL 28 0 0 02 Sep 2024
An Efficient and Explanatory Image and Text Clustering System with Multimodal Autoencoder Architecture Tiancheng Shi Yuanchen Wei J. Kender 25 0 0 14 Aug 2024
Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends and Metrics Analysis Uri Berger Gabriel Stanovsky Omri Abend Lea Frermann 45 0 0 09 Aug 2024
Probabilistic Programming with Programmable Variational Inference McCoy R. Becker Alexander K. Lew Xiaoyan Wang Matin Ghavami Mathieu Huot Martin Rinard Vikash K. Mansinghka 59 3 0 22 Jun 2024
LayerMatch: Do Pseudo-labels Benefit All Layers? Chaoqi Liang Guanglei Yang Lifeng Qiao Zitong Huang Hongliang Yan Yunchao Wei W. Zuo 49 0 0 20 Jun 2024
Deep-learning-assisted reconfigurable metasurface antenna for real-time holographic beam steering Hyunjun Ma Jin-Soo Kim J. Choe Q. Park LLMSV 30 6 0 19 Jun 2024
MirrorCheck: Efficient Adversarial Defense for Vision-Language Models Samar Fares Klea Ziu Toluwani Aremu N. Durasov Martin Takáč Pascal Fua Karthik Nandakumar Ivan Laptev VLM AAML 40 4 0 13 Jun 2024
Challenges and Opportunities in 3D Content Generation Ke Zhao Andreas Larsen 36 0 0 24 May 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 42 0 0 21 May 2024
Revisiting the Information Capacity of Neural Network Watermarks: Upper Bound Estimation and Beyond Fang Li Haodong Zhao Wei Du Shilin Wang 24 3 0 20 Feb 2024
Advances in 3D Generation: A Survey Xiaoyu Li Qi Zhang Di Kang Weihao Cheng Yiming Gao Jingbo Zhang Zhihao Liang Jing Liao Yan-Pei Cao Ying Shan 73 40 0 31 Jan 2024
Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation Xiaoyu Lin Laurent Girin Xavier Alameda-Pineda 24 2 0 07 Dec 2023
Scale-MIA: A Scalable Model Inversion Attack against Secure Federated Learning via Latent Space Reconstruction Shanghao Shi Ning Wang Yang Xiao Chaoyu Zhang Yi Shi Y. T. Hou W. Lou 13 7 0 10 Nov 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Qian Cao Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 41 10 0 30 Oct 2023
Refining Latent Representations: A Generative SSL Approach for Heterogeneous Graph Learning Yulan Hu Zhirui Yang Ouyang Sheng Yong Liu 21 1 0 17 Oct 2023
Diffusion Random Feature Model Esha Saha Giang Tran DiffM 45 0 0 06 Oct 2023
Saliency-Guided Hidden Associative Replay for Continual Learning Guangji Bai Qilong Zhao Xiaoyang Jiang Yifei Zhang Liang Zhao CLL 41 6 0 06 Oct 2023
Diffusion Methods for Generating Transition Paths Luke Triplett Jianfeng Lu 25 5 0 19 Sep 2023
Task-driven Compression for Collision Encoding based on Depth Images M. Kulkarni Kostas Alexis 21 5 0 11 Sep 2023
ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images using Fuzzy Techniques Javier Fumanal-Idocin Javier Andreu-Perez O. Cordón H. Hagras H. Bustince 33 7 0 29 Aug 2023
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed 32 2 0 10 Aug 2023
Contagion Effect Estimation Using Proximal Embeddings Zahra Fatemi Elena Zheleva 29 1 0 04 Jun 2023
Balancing Exploration and Exploitation: Disentangled $β$ -CVAE in De Novo Drug Design Guang Jun Nicholas Ang Deanne Chin Bingquan Shen 37 0 0 02 Jun 2023
HNeRV: A Hybrid Neural Representation for Videos Hao Chen M. Gwilliam Ser-Nam Lim Abhinav Shrivastava 32 71 1 05 Apr 2023
Learning Sparsity of Representations with Discrete Latent Variables Zhao Xu Daniel Oñoro-Rubio G. Serra Mathias Niepert 13 0 0 03 Apr 2023
Semantic Image Translation for Repairing the Texture Defects of Building Models Qisen Shang Han Hu Haojia Yu Bo Xu Libin Wang Qing Zhu 24 0 0 30 Mar 2023
TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition I. Dave Mamshad Nayeem Rizve Chong Chen M. Shah TTA 44 16 0 28 Mar 2023
Deep Kernel Methods Learn Better: From Cards to Process Optimization Mani Valleti Rama K Vasudevan M. Ziatdinov Sergei V. Kalinin BDL 16 7 0 25 Mar 2023
Multi-modal reward for visual relationships-based image captioning Ali Abedi Hossein Karshenas Peyman Adibi 44 2 0 19 Mar 2023
LRDB: LSTM Raw data DNA Base-caller based on long-short term models in an active learning environment Ahmad Rezaei Mahdi Taheri A. Mahani S. Magierowski 21 1 0 15 Mar 2023
Towards Phytoplankton Parasite Detection Using Autoencoders S. Bilik Daniel Batrakhanov T. Eerola Lumi Haraguchi K. Kraft ... C. Sjöqvist Karin Madsen L. Lensu Heikki Kälviäinen Karel Horak 18 4 0 15 Mar 2023
Neural Artistic Style Transfer with Conditional Adversaria P. N. Deelaka GAN 19 2 0 08 Feb 2023
A survey and taxonomy of loss functions in machine learning Lorenzo Ciampiconi A. Elwood Marco Leonardi A. Mohamed A. Rozza MU FaML 11 26 0 13 Jan 2023
Saliency-Augmented Memory Completion for Continual Learning Guangji Bai Chen Ling Yuyang Gao Liang Zhao CLL 40 4 0 26 Dec 2022
DGNet: Distribution Guided Efficient Learning for Oil Spill Image Segmentation Fang Chen H. Balzter Feixiang Zhou Pengxin Ren Huiyu Zhou 25 13 0 19 Dec 2022
Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning Junjie Wang Yao Mu Dong Li Qichao Zhang Dongbin Zhao Yuzheng Zhuang Ping Luo Bin Wang Jianye Hao OffRL 30 3 0 23 Nov 2022
CNeRV: Content-adaptive Neural Representation for Visual Data Hao Chen M. Gwilliam Bo He Ser-Nam Lim Abhinav Shrivastava 30 29 1 18 Nov 2022
Window-Based Distribution Shift Detection for Deep Neural Networks Guy Bar-Shalom Yonatan Geifman Ran El-Yaniv 28 3 0 19 Oct 2022
Benchmarking Multimodal Variational Autoencoders: CdSprites+ Dataset and Toolkit G. Sejnova M. Vavrecka Karla Stepanova VGen 25 0 0 07 Sep 2022