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Neural Discrete Representation Learning

2 November 2017

Papers citing "Neural Discrete Representation Learning"

50 / 3,267 papers shown

Title
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz Xinyu Wang ViT VLM 308 529 0 22 Feb 2022
Benchmarking Generative Latent Variable Models for Speech Jakob Drachmann Havtorn Lasse Borgholt Søren Hauberg J. Frellsen Lars Maaløe 80 3 0 22 Feb 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks Sihyun Yu Jihoon Tack Sangwoo Mo Hyunsu Kim Junho Kim Jung-Woo Ha Jinwoo Shin DiffM VGen 119 203 0 21 Feb 2022
Moment Matching Deep Contrastive Latent Variable Models Ethan Weinberger Nicasia Beebe-Wang Su-In Lee 84 18 0 21 Feb 2022
It's Raw! Audio Generation with State-Space Models Karan Goel Albert Gu Chris Donahue Christopher Ré 110 195 0 20 Feb 2022
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou DiffM 94 46 0 19 Feb 2022
Exploring Adversarially Robust Training for Unsupervised Domain Adaptation Shao-Yuan Lo Vishal M. Patel AAML 92 8 0 18 Feb 2022
Voice Filter: Few-shot text-to-speech speaker adaptation using voice conversion as a post-processing module Adam Gabry's Goeric Huybrechts M. Ribeiro C. Chien Julian Roth Giulia Comini Roberto Barra-Chicote Bartek Perz Jaime Lorenzo-Trueba 80 21 0 16 Feb 2022
ProsoSpeech: Enhancing Prosody With Quantized Vector Pre-training in Text-to-Speech Yi Ren Ming Lei Zhiying Huang Shi-Rui Zhang Qian Chen Zhijie Yan Zhou Zhao 96 43 0 16 Feb 2022
General-purpose, long-context autoregressive modeling with Perceiver AR Curtis Hawthorne Andrew Jaegle Cătălina Cangea Sebastian Borgeaud C. Nash ... Hannah R. Sheahan Neil Zeghidour Jean-Baptiste Alayrac João Carreira Jesse Engel 118 66 0 15 Feb 2022
An Introduction to Neural Data Compression Yibo Yang Stephan Mandt Lucas Theis 149 125 0 14 Feb 2022
NÜWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN Minheng Ni Chenfei Wu Haoyang Huang Daxin Jiang W. Zuo Nan Duan 67 19 0 10 Feb 2022
Diffusion bridges vector quantized Variational AutoEncoders Max H. Cohen Guillaume Quispe Sylvain Le Corff Charles Ollion Eric Moulines DiffM 92 15 0 10 Feb 2022
MaskGIT: Masked Generative Image Transformer Huiwen Chang Han Zhang Lu Jiang Ce Liu William T. Freeman ViT 172 696 0 08 Feb 2022
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models Jaemin Cho Abhaysinh Zala Joey Tianyi Zhou ViT 258 193 0 08 Feb 2022
Addressing Data Scarcity in Multimodal User State Recognition by Combining Semi-Supervised and Supervised Learning Hendric Voss H. Wersing S. Kopp 67 3 0 08 Feb 2022
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 183 863 0 07 Feb 2022
Corrupted Image Modeling for Self-Supervised Visual Pre-Training Yuxin Fang Li Dong Hangbo Bao Xinggang Wang Furu Wei 108 88 0 07 Feb 2022
Robust Semantic Communications Against Semantic Noise Qiyu Hu Guangyi Zhang Zhijin Qin Yunlong Cai Guanding Yu Geoffrey Ye Li AAML 65 83 0 07 Feb 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 262 884 0 07 Feb 2022
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming Eleonora Misino G. Marra Emanuele Sansone 84 26 0 07 Feb 2022
Robust Vector Quantized-Variational Autoencoder Chieh-Hsin Lai Dongmian Zou Gilad Lerman DRL 119 6 0 04 Feb 2022
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization Dianbo Liu Alex Lamb Xu Ji Pascal Junior Tikeng Notsawo Michael C. Mozer Yoshua Bengio Kenji Kawaguchi 63 16 0 02 Feb 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 290 514 0 01 Feb 2022
Bootstrap Confidence Regions for Learned Feature Embeddings Kris Sankaran 40 0 0 01 Feb 2022
StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder S. Chatterjee Alessandro Sciarra M. Dünnwald Pavan Tummala Shubham Agrawal Aishwarya Jauhari Aman Kalra S. Oeltze-Jafra Oliver Speck A. Nürnberger DRL 95 16 0 31 Jan 2022
Compositionality as Lexical Symmetry Ekin Akyürek Jacob Andreas CoGe 124 8 0 30 Jan 2022
Posterior Matching for Arbitrary Conditioning R. Strauss Junier B. Oliva CML BDL 104 6 0 28 Jan 2022
FIGARO: Generating Symbolic Music with Fine-Grained Artistic Control Dimitri von Rutte Luca Biggio Yannic Kilcher Thomas Hofmann 85 0 0 26 Jan 2022
ShapeFormer: Transformer-based Shape Completion via Sparse Representation Xingguang Yan Liqiang Lin Niloy J. Mitra Dani Lischinski Daniel Cohen-Or Hui Huang ViT 186 118 0 25 Jan 2022
CVAE-H: Conditionalizing Variational Autoencoders via Hypernetworks and Trajectory Forecasting for Autonomous Driving Geunseob Oh H. Peng 58 14 0 24 Jan 2022
End-to-End Neural Speech Coding for Real-Time Communications Xue Jiang Xiulian Peng Chengyu Zheng Huaying Xue Yuan Zhang Yan Lu 96 30 0 24 Jan 2022
Unsupervised Multimodal Word Discovery based on Double Articulation Analysis with Co-occurrence cues Akira Taniguchi Hiroaki Murakami Ryo Ozaki T. Taniguchi 58 2 0 18 Jan 2022
Logarithmic Continual Learning Wojciech Masarczyk Pawel Wawrzyñski Daniel Marczak Kamil Deja Tomasz Trzciñski 69 4 0 17 Jan 2022
RestoreFormer: High-Quality Blind Face Restoration from Undegraded Key-Value Pairs Zhouxia Wang Jiawei Zhang Runjian Chen Wenping Wang Ping Luo CVBM 72 113 0 17 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 141 107 0 16 Jan 2022
Reproducible, incremental representation learning with Rosetta VAE Miles Martinez John M. Pearson DRL 41 1 0 13 Jan 2022
Music2Video: Automatic Generation of Music Video with fusion of audio and text Yoonjeon Kim Joel Jang Sumin Shin DiffM VGen 89 7 0 11 Jan 2022
A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow M. Momenifar Enmao Diao Vahid Tarokh A. Bragg AI4CE 43 4 0 10 Jan 2022
Linear Variational State-Space Filtering Daniel Pfrommer Nikolai Matni 55 1 0 04 Jan 2022
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents Kushagra Pandey Avideep Mukherjee Piyush Rai Abhishek Kumar DiffM 131 121 0 02 Jan 2022
ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation Han Zhang Weichong Yin Yewei Fang Lanxin Li Boqiang Duan Zhihua Wu Yu Sun Hao Tian Hua Wu Haifeng Wang 71 59 0 31 Dec 2021
Beta-VAE Reproducibility: Challenges and Extensions M. Fil Munib Mesinovic Matthew Morris J. Wildberger DRL 39 9 0 28 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 200 51 0 27 Dec 2021
Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition Changfeng Gao Gaofeng Cheng Pengyuan Zhang 83 4 0 23 Dec 2021
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 640 15,868 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 487 3,641 0 20 Dec 2021
Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem Jing Shi Xuankai Chang Tomoki Hayashi Yen-Ju Lu Shinji Watanabe Bo Xu 105 19 0 17 Dec 2021
Masked Feature Prediction for Self-Supervised Visual Pre-Training Chen Wei Haoqi Fan Saining Xie Chaoxia Wu Alan Yuille Christoph Feichtenhofer ViT 206 677 0 16 Dec 2021
Learning to Prompt for Continual Learning Zifeng Wang Zizhao Zhang Chen-Yu Lee Han Zhang Ruoxi Sun Xiaoqi Ren Guolong Su Vincent Perot Jennifer Dy Tomas Pfister CLL VPVLM KELM VLM 114 801 0 16 Dec 2021