Neural Discrete Representation Learning

2 November 2017

Papers citing "Neural Discrete Representation Learning"

50 / 2,751 papers shown

Title
CAT: Content-Adaptive Image Tokenization Junhong Shen Kushal Tirumala Michihiro Yasunaga Ishan Misra Luke Zettlemoyer Lili Yu Chunting Zhou 35 0 0 06 Jan 2025
Qinco2: Vector Compression and Search with Improved Implicit Neural Codebooks Théophane Vallaeys Matthew Muckley Jakob Verbeek Matthijs Douze MQ 43 2 0 06 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 78 1 0 03 Jan 2025
TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis Sabera Talukder Yisong Yue Georgia Gkioxari AI4TS 51 12 0 03 Jan 2025
Disentangling data distribution for Federated Learning Xinyuan Zhao Hanlin Gu Lixin Fan Qiang Yang Yuxing Han OOD FedML 44 0 0 31 Dec 2024
Visual Style Prompt Learning Using Diffusion Models for Blind Face Restoration Wanglong Lu Jikai Wang Tao Wang Kaihao Zhang Xianta Jiang Hanli Zhao DiffM 52 1 0 31 Dec 2024
Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting Wooseok Han Minki Kang Changhun Kim Eunho Yang 43 0 0 31 Dec 2024
DrivingWorld: Constructing World Model for Autonomous Driving via Video GPT Xiaotao Hu Wei Yin Mingkai Jia Junyuan Deng Xiaoyang Guo Qian Zhang Xiaoxiao Long Ping Tan VGen 53 10 0 31 Dec 2024
Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge Computing Inpyo Hong Youngwan Jo Hyojeong Lee Sunghyun Ahn Sanghyun Park MQ 49 1 0 26 Dec 2024
Bridging Interpretability and Robustness Using LIME-Guided Model Refinement Navid Nayyem Abdullah Rakin Longwei Wang AAML FAtt 63 0 0 25 Dec 2024
DrivingGPT: Unifying Driving World Modeling and Planning with Multi-modal Autoregressive Transformers Yuntao Chen Yuqi Wang Zhaoxiang Zhang 189 7 0 24 Dec 2024
Hierarchical Vector Quantization for Unsupervised Action Segmentation Federico Spurio Emad Bahrami Gianpiero Francesca Juergen Gall 44 0 0 23 Dec 2024
When Worse is Better: Navigating the compression-generation tradeoff in visual tokenization Vivek Ramanujan Kushal Tirumala Armen Aghajanyan Luke Zettlemoyer Ali Farhadi DiffM 76 2 0 20 Dec 2024
Next Patch Prediction for Autoregressive Visual Generation Yatian Pang Peng Jin Shuo Yang Bin Lin Bin Zhu ... Liuhan Chen Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan 129 9 0 19 Dec 2024
Parallelized Autoregressive Visual Generation Yanjie Wang Shuhuai Ren Zhijie Lin Yujin Han Haoyuan Guo Zhenheng Yang Difan Zou Jiashi Feng Xihui Liu VGen 90 12 0 19 Dec 2024
Learning from Massive Human Videos for Universal Humanoid Pose Control Jiageng Mao Siheng Zhao Siqi Song Tianheng Shi Junjie Ye Mingtong Zhang Haoran Geng Jitendra Malik Vitor Campagnolo Guizilini Yue Wang 98 5 0 18 Dec 2024
Incorporating Feature Pyramid Tokenization and Open Vocabulary Semantic Segmentation J. Zhang Li Zhang Shijian Li VLM 83 0 0 18 Dec 2024
Future Research Avenues for Artificial Intelligence in Digital Gaming: An Exploratory Report Markus Dablander 82 0 0 18 Dec 2024
Towards Generalist Robot Policies: What Matters in Building Vision-Language-Action Models Xinghang Li Peiyan Li Minghuan Liu Dong Wang Jirong Liu Bingyi Kang Xiao Ma Tao Kong Hanbo Zhang Huaping Liu LM&Ro 99 18 0 18 Dec 2024
SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor Chenyu Yang Shuai Wang Hangting Chen Jianwei Yu Wei Tan Rongzhi Gu Yongjun Xu Yizhi Zhou Haina Zhu Yiming Li KELM 197 1 0 18 Dec 2024
An Efficient Occupancy World Model via Decoupled Dynamic Flow and Image-assisted Training Haiming Zhang Ying Xue Xu Yan Jiacheng Zhang Weichao Qiu Dongfeng Bai Bingbing Liu Shuguang Cui Zehan Li 78 5 0 18 Dec 2024
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA Lifeng Qiao Peng Ye Yuchen Ren Weiqiang Bai Chaoqi Liang Xinzhu Ma Nanqing Dong W. Ouyang 86 2 0 18 Dec 2024
Self-control: A Better Conditional Mechanism for Masked Autoregressive Model Qiaoying Qu Shiyu Shen DiffM 81 0 0 18 Dec 2024
LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency Achintha Wijesinghe Suchinthaka Wanninayaka Weiwei Wang Yu-Chieh Chao Songyang Zhang Zhi Ding 47 1 0 18 Dec 2024
MeshArt: Generating Articulated Meshes with Structure-guided Transformers Daoyi Gao Yawar Siddiqui Lei Li Angela Dai 121 3 0 16 Dec 2024
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution Bingwen Hu Heng Liu Zhedong Zheng Ping Liu SupR 86 0 0 16 Dec 2024
ViSymRe: Vision-guided Multimodal Symbolic Regression Da Li Junping Yin Jin Xu Xinxin Li Juan Zhang 85 1 0 15 Dec 2024
SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph Generation Hang Zhang Zhuoling Li Jun Liu LRM 100 1 0 15 Dec 2024
Diffusion Model from Scratch Wang Zhen Dong Yunyun DiffM 70 0 0 14 Dec 2024
Optimizing Few-Step Sampler for Diffusion Probabilistic Model Jen-Yuan Huang DiffM 77 0 0 14 Dec 2024
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer Hongyu Chen Zihan Wang Xianrui Li Xingchen Sun Fangyi Chen Jiang Liu Jie Wang Bhiksha Raj Zicheng Liu Emad Barsoum VLM 114 7 0 14 Dec 2024
Sample-efficient Unsupervised Policy Cloning from Ensemble Self-supervised Labeled Videos Xin Liu Yaran Chen Haoran Li SSL 94 0 0 14 Dec 2024
Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics Oz Amram Luca Anzalone Joschka Birk D. Faroughy Anna Hallin Gregor Kasieczka Michael Krämer Ian Pang H. Reyes-González David Shih AI4CE 82 5 0 13 Dec 2024
T-SVG: Text-Driven Stereoscopic Video Generation Qiao Jin Xiaodong Chen Wu Liu Tao Mei Yongdong Zhang DiffM VGen 97 1 0 12 Dec 2024
Motion Generation Review: Exploring Deep Learning for Lifelike Animation with Manifold Jiayi Zhao Dongdong Weng Qiuxin Du Zeyu Tian 83 0 0 12 Dec 2024
GPTDrawer: Enhancing Visual Synthesis through ChatGPT Kun Li Xinwei Chen Tianyou Song Hansong Zhang Wenzhe Zhang Qing Shan 85 7 0 11 Dec 2024
CoMA: Compositional Human Motion Generation with Multi-modal Agents Shanlin Sun Gabriel De Araujo Jiaqi Xu S. Kevin Zhou Hanwen Zhang Ziheng Huang Chenyu You Xiaohui Xie 97 4 0 10 Dec 2024
[MASK] is All You Need Vincent Tao Hu Bjorn Ommer DiffM 137 2 0 09 Dec 2024
Sound2Vision: Generating Diverse Visuals from Audio through Cross-Modal Latent Alignment Kim Sung-Bin Arda Senocak Hyunwoo Ha Tae-Hyun Oh DiffM 83 0 0 09 Dec 2024
Evaluating Hallucination in Text-to-Image Diffusion Models with Scene-Graph based Question-Answering Agent Ziyuan Qin D. Cheng Haoyu Wang Huahui Yi Yuting Shao Zhiyuan Fan Kang Li Qicheng Lao EGVM MLLM 220 0 0 07 Dec 2024
Training MLPs on Graphs without Supervision Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 75 5 0 05 Dec 2024
UTSD: Unified Time Series Diffusion Model Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu 82 0 0 04 Dec 2024
SceneFactor: Factored Latent 3D Diffusion for Controllable 3D Scene Generation Alexey Bokhovkin Quan Meng Shubham Tulsiani Angela Dai DiffM 83 5 0 02 Dec 2024
XQ-GAN: An Open-source Image Tokenization Framework for Autoregressive Generation Xianrui Li Kai Qiu Hongyu Chen Jason Kuen Jiuxiang Gu Jie Wang Zhe-nan Lin Bhiksha Raj VLM 125 3 0 02 Dec 2024
HoloDrive: Holistic 2D-3D Multi-Modal Street Scene Generation for Autonomous Driving Z. Wu Jingcheng Ni Xiaodong Wang Yuxin Guo Rui Chen Lewei Lu Jifeng Dai Yuwen Xiong 85 6 0 02 Dec 2024
Hierarchical VAE with a Diffusion-based VampPrior Anna Kuzina Jakub M. Tomczak DiffM TPM BDL 92 1 0 02 Dec 2024
MFTF: Mask-free Training-free Object Level Layout Control Diffusion Model Shan Yang DiffM 76 0 0 02 Dec 2024
A Semantic Communication System for Real-time 3D Reconstruction Tasks Jiaxing Zhang Luosong Guo K. Zhu Houming Qiu 67 0 0 02 Dec 2024
FreeCodec: A disentangled neural speech codec with fewer tokens Youqiang Zheng Weiping Tu Yueteng Kang Jie Chen Yike Zhang Li Xiao Yuhong Yang Long Ma 75 1 0 02 Dec 2024
Improving Detail in Pluralistic Image Inpainting with Feature Dequantization Kyungri Park Woohwan Jung 80 1 0 02 Dec 2024