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Neural Discrete Representation Learning

2 November 2017

Papers citing "Neural Discrete Representation Learning"

50 / 3,267 papers shown

Title
Transformers are Sample-Efficient World Models Vincent Micheli Eloi Alonso Franccois Fleuret VLM OffRL 195 189 0 01 Sep 2022
FLAME: Free-form Language-based Motion Synthesis & Editing Jihoon Kim Jiseob Kim Sungjoon Choi VGen 128 213 0 01 Sep 2022
Large-Scale Auto-Regressive Modeling Of Street Networks Michael Birsak Tom Kelly W. Para Peter Wonka GNN AI4TS 48 6 0 01 Sep 2022
Video-Guided Curriculum Learning for Spoken Video Grounding Yan Xia Zhou Zhao Shangwei Ye Yang Zhao Haoyuan Li Yi Ren 77 11 0 01 Sep 2022
SketchBetween: Video-to-Video Synthesis for Sprite Animation via Sketches Dagmar Lukka Loftsdóttir Matthew J. Guzdial VGen 79 4 0 01 Sep 2022
Cell-Free Latent Go-Explore Quentin Gallouedec Emmanuel Dellandrea 100 2 0 31 Aug 2022
Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models Yong Zhong Hongtao Liu Xiaodong Liu Fan Bao Weiran Shen Chongxuan Li AI4CE 105 4 0 30 Aug 2022
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis Wanshu Fan Yen-Chun Chen Dongdong Chen Yu Cheng Lu Yuan Yu-Chiang Frank Wang DiffM 94 97 0 29 Aug 2022
Lossy Image Compression with Quantized Hierarchical VAEs Zhihao Duan Ming Lu Zhan Ma Fengqing Zhu 91 45 0 27 Aug 2022
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao Wen-gang Zhou Zhenbo Lu Jiajun Deng Houqiang Li 105 44 0 26 Aug 2022
Turning Mathematics Problems into Games: Reinforcement Learning and Gröbner bases together solve Integer Feasibility Problems Yue Wu J. D. Loera 40 4 0 25 Aug 2022
Efficient Planning in a Compact Latent Action Space Zhengyao Jiang Tianjun Zhang Michael Janner Yueying Li Tim Rocktaschel Edward Grefenstette Yuandong Tian OffRL 99 40 0 22 Aug 2022
Are disentangled representations all you need to build speaker anonymization systems? Pierre Champion D. Jouvet Anthony Larcher 115 20 0 22 Aug 2022
Dataset Condensation with Latent Space Knowledge Factorization and Sharing Haebeom Lee Dong Bok Lee Sung Ju Hwang DD 73 39 0 21 Aug 2022
FaceOff: A Video-to-Video Face Swapping System Aditya Agarwal Bipasha Sen Rudrabha Mukhopadhyay Vinay P. Namboodiri C. V. Jawahar PICV CVBM 81 2 0 21 Aug 2022
A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy Ritesh Ahuja Sepanta Zeighami Gabriel Ghinita Cyrus Shahabi 61 12 0 20 Aug 2022
Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure Prediction Jun Zhang Sirui Liu Mengyun Chen Haotian Chu Min Wang ... Yue Yang Boxin Xue Lijiang Yang Yuan Liu Y. Gao 104 6 0 20 Aug 2022
VLMAE: Vision-Language Masked Autoencoder Su He Taian Guo Tao Dai Ruizhi Qiao Chen Wu Xiujun Shu Bohan Ren VLM 92 11 0 19 Aug 2022
G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model Pan Xie Qipeng Zhang Zexian Li Hao Tang Yao Du Xiaohui Hu DiffM 95 16 0 19 Aug 2022
Pathway to Future Symbiotic Creativity Yi-Ting Guo Qi-fei Liu Jie Chen Wei Xue Jie Fu ... Fernando Rosas Jeffrey Shaw Xing Wu Jiji Zhang Jianliang Xu 68 0 0 18 Aug 2022
Musika! Fast Infinite Waveform Music Generation Marco Pasini Jan Schluter MGen 49 31 0 18 Aug 2022
Enhancing Diffusion-Based Image Synthesis with Robust Classifier Guidance Bahjat Kawar Roy Ganz Michael Elad DiffM 91 39 0 18 Aug 2022
BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers Zhiliang Peng Li Dong Hangbo Bao QiXiang Ye Furu Wei 88 323 0 12 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation Zejiang Hou Fei Sun Yen-kuang Chen Yuan Xie S. Kung ViT 132 70 0 11 Aug 2022
ARMANI: Part-level Garment-Text Alignment for Unified Cross-Modal Fashion Design Xujie Zhang Yuyang Sha Michael C. Kampffmeyer Zhenyu Xie Zequn Jie Chengwen Huang Jianqing Peng Xiaodan Liang 97 20 0 11 Aug 2022
Symbolic Music Loop Generation with Neural Discrete Representations Sangjun Han H. Ihm Moontae Lee Woohyung Lim 98 9 0 11 Aug 2022
Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2 Z. Daniels Aswin Raghavan Jesse Hostetler Abrar Rahman Indranil Sur M. Piacentino Ajay Divakaran CLL OffRL 95 13 0 09 Aug 2022
Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation Mohammad Adiban Kalin Stefanov Sabato Marco Siniscalchi G. Salvi 83 9 0 09 Aug 2022
Learning to Improve Code Efficiency Bing Chen Daniel Tarlow Kevin Swersky Martin Maas P. Heiber Ashish Naik Milad Hashemi Parthasarathy Ranganathan 85 9 0 09 Aug 2022
Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks Yonghao Xu Weikang Yu Pedram Ghamisi Michael K Kopp Sepp Hochreiter 73 34 0 08 Aug 2022
TGAVC: Improving Autoencoder Voice Conversion with Text-Guided and Adversarial Training Huaizhen Tang Xulong Zhang Jianzong Wang Ning Cheng Zhen Zeng Edward Xiao Jing Xiao 97 20 0 08 Aug 2022
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework Jian Guan Zhenyu Yang Rongsheng Zhang Zhipeng Hu Minlie Huang 54 9 0 08 Aug 2022
Preserving Fine-Grain Feature Information in Classification via Entropic Regularization Raphael Baena Lucas Drumetz Vincent Gripon 65 3 0 07 Aug 2022
Estimating Visual Information From Audio Through Manifold Learning Fabrizio Pedersoli Dryden Wiebe A. Banitalebi Yong Zhang George Tzanetakis K. M. Yi SSL 144 7 0 03 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 179 1,906 0 02 Aug 2022
DSR -- A dual subspace re-projection network for surface anomaly detection Vitjan Zavrtanik Matej Kristan D. Skočaj 125 115 0 02 Aug 2022
Augmenting Vision Language Pretraining by Learning Codebook with Visual Semantics Xiaoyuan Guo Jiali Duan C.-C. Jay Kuo J. Gichoya Imon Banerjee VLM 53 1 0 31 Jul 2022
Exploiting Negative Preference in Content-based Music Recommendation with Contrastive Learning Minju Park Kyogu Lee 34 16 0 28 Jul 2022
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences Mubashir Imran Hongzhi Yin Tong Chen Nguyen Quoc Viet Hung Alexander Zhou Kai Zheng 85 72 0 28 Jul 2022
GAUDI: A Neural Architect for Immersive 3D Scene Generation Miguel Angel Bautista Pengsheng Guo Samira Abnar Walter A. Talbott Alexander Toshev ... Shuangfei Zhai Hanlin Goh Daniel Ulbricht Afshin Dehghan J. Susskind SyDa 3DGS 99 139 0 27 Jul 2022
Leveraging GAN Priors for Few-Shot Part Segmentation M. Han Heliang Zheng Chaoyue Wang Yong Luo Han Hu Bo Du 89 6 0 27 Jul 2022
Vector Quantized Image-to-Image Translation Yu-Jie Chen Shin-I Cheng Wei-Chen Chiu Hung-Yu Tseng Hsin-Ying Lee 71 20 0 27 Jul 2022
Dive into Big Model Training Qinghua Liu Yuxiang Jiang MoMe AI4CE LRM 41 3 0 25 Jul 2022
MAR: Masked Autoencoders for Efficient Action Recognition Zhiwu Qing Shiwei Zhang Ziyuan Huang Xiang Wang Yuehuang Wang Yiliang Lv Changxin Gao Nong Sang 103 47 0 24 Jul 2022
Discrete Key-Value Bottleneck Frederik Trauble Anirudh Goyal Nasim Rahaman Michael C. Mozer Kenji Kawaguchi Yoshua Bengio Bernhard Schölkopf CLL 92 23 0 22 Jul 2022
Few-shot Image Generation Using Discrete Content Representation Y. Hong Li Niu Jianfu Zhang Liqing Zhang DiffM 84 11 0 22 Jul 2022
Auto-regressive Image Synthesis with Integrated Quantization Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Kai Cui Changgong Zhang Shijian Lu 116 11 0 21 Jul 2022
Latent Discriminant deterministic Uncertainty Gianni Franchi Xuanlong Yu Andrei Bursuc Emanuel Aldea Séverine Dubuisson David Filliat UQCV 69 18 0 20 Jul 2022
Diffsound: Discrete Diffusion Model for Text-to-sound Generation Dongchao Yang Jianwei Yu Helin Wang Wen Wang Chao Weng Yuexian Zou Dong Yu DiffM 111 306 0 20 Jul 2022
Cancer Subtyping by Improved Transcriptomic Features Using Vector Quantized Variational Autoencoder Zheng Chen Ziwei Yang Lingwei Zhu Guang Shi Kun Yue Takashi Matsubara Shigehiko Kanaya M. Altaf-Ul-Amin DRL 107 5 0 20 Jul 2022