Neural Discrete Representation Learning

2 November 2017

Papers citing "Neural Discrete Representation Learning"

50 / 2,747 papers shown

Title
Extracting Symbolic Sequences from Visual Representations via Self-Supervised Learning Victor Sebastian Martinez Pozos Ivan Vladimir Meza Ruiz 44 0 0 06 Mar 2025
VQEL: Enabling Self-Developed Symbolic Language in Agents through Vector Quantization in Emergent Language Games Mohammad Mahdi Samiei Paqaleh Mahdieh Soleymani Baghshah 54 0 0 06 Mar 2025
FuseChat-3.0: Preference Optimization Meets Heterogeneous Model Fusion Ziyi Yang Fanqi Wan Longguang Zhong Canbin Huang Guosheng Liang Xiaojun Quan MoMe 95 0 0 06 Mar 2025
Boosting Offline Optimizers with Surrogate Sensitivity Manh Cuong Dao Phi Le Nguyen Thao Nguyen Truong Trong Nghia Hoang OffRL 62 4 0 06 Mar 2025
Enhancing Spoken Discourse Modeling in Language Models Using Gestural Cues Varsha Suresh Muhammad Hamza Mughal Christian Theobalt Vera Demberg 56 0 0 05 Mar 2025
Handling Uncertainty in Health Data using Generative Algorithms Mahdi Arab Loodaricheh Neh Majmudar A. Raja Ansaf Salleb-Aouissi 66 0 0 05 Mar 2025
MindSimulator: Exploring Brain Concept Localization via Synthetic FMRI Guangyin Bao Qi Zhang Z. Gong Zhuojia Wu Duoqian Miao 38 0 0 04 Mar 2025
Undertrained Image Reconstruction for Realistic Degradation in Blind Image Super-Resolution Ru Ito Supatta Viriyavisuthisakul K. Kawamoto Hiroshi Kera 71 0 0 04 Mar 2025
CAPS: Context-Aware Priority Sampling for Enhanced Imitation Learning in Autonomous Driving Hamidreza Mirkhani Behzad Khamidehi Ehsan Ahmadi Fazel Arasteh Mohammed Elmahgiubi Weize Zhang Umar Rajguru Kasra Rezaee 57 0 0 03 Mar 2025
Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens Xinbing Wang Mingqi Jiang Z. Ma Ziyu Zhang Shixuan Liu ... Zhifei Li Xie Chen Lei Xie Y. Guo Wei Xue 84 13 0 03 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Xuan Li Jun Zhu Qinsheng Zhang DiffM 49 0 0 03 Mar 2025
FlowDec: A flow-based full-band general audio codec with high perceptual quality Simon Welker Matthew Le Ricky T. Q. Chen Wei-Ning Hsu Timo Gerkmann Alexander Richard Yi-Chiao Wu 63 0 0 03 Mar 2025
Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text Guotao Liang Baoquan Zhang Zhiyuan Wen Junteng Zhao Yunming Ye Kola Ye Yao He 57 0 0 03 Mar 2025
DLF: Extreme Image Compression with Dual-generative Latent Fusion Naifu Xue Zhaoyang Jia Jiahao Li Bin Li Yuan Zhang Yan-Heng Lu 56 1 0 03 Mar 2025
Surgical Vision World Model Saurabh Koju Saurav Bastola Prashant Shrestha Sanskar Amgain Yash Raj Shrestha Rudra P. K. Poudel Binod Bhattarai VGen MedIm 68 0 0 03 Mar 2025
Action Tokenizer Matters in In-Context Imitation Learning An Vuong M. Vu Dong An Ian Reid 61 1 0 03 Mar 2025
Lossy Neural Compression for Geospatial Analytics: A Review Carlos Gomes Isabelle Wittmann Damien Robert Johannes Jakubik Tim Reichelt ... Romeo Kienzler Rania Briq Sabrina Benassou Michele Lazzarini C. Albrecht 96 2 0 03 Mar 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation Wenzhao Xiang Chang Liu Hongyang Yu Xilin Chen 36 0 0 02 Mar 2025
Revisiting CAD Model Generation by Learning Raster Sketch Pu Li Wenhao Zhang Jianwei Guo Jinglu Chen Dong-Ming Yan 3DV 39 0 0 02 Mar 2025
Evaluating and Predicting Distorted Human Body Parts for Generated Images Lu Ma Kaibo Cao Hao Liang Jiaxin Lin Zhiyu Li Yuhong Liu Jihong Zhang Wentao Zhang Bin Cui MedIm 44 0 0 02 Mar 2025
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation Alexander H. Liu Sang-gil Lee Chao-Han Huck Yang Yuan Gong Yu-Chun Wang James Glass Rafael Valle Bryan Catanzaro SSL 55 0 0 02 Mar 2025
LesionDiffusion: Towards Text-controlled General Lesion Synthesis Henrui Tian Wenhui Lei Linrui Dai Hanyu Chen Xiaofan Zhang DiffM MedIm 47 0 0 02 Mar 2025
MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations Ziyang Zhang Yang Yu Yucheng Chen Xulei Yang S. Yeo MedIm 56 1 0 02 Mar 2025
Discrete Codebook World Models for Continuous Control Aidan Scannell Mohammadreza Nakhaei Kalle Kujanpää Yi Zhao Kevin Sebastian Luck Dieter Büchler Joni Pajarinen OffRL 50 1 0 01 Mar 2025
Towards High-fidelity 3D Talking Avatar with Personalized Dynamic Texture X. Li Jianyu Wang Yuhao Cheng Yikun Zeng X. Ren W. Zhu Weiming Zhao Yichao Yan 33 0 0 01 Mar 2025
TimesBERT: A BERT-Style Foundation Model for Time Series Understanding Haoran Zhang Yong Liu Yunzhong Qiu Haixuan Liu Zhongyi Pei Jianmin Wang Mingsheng Long AI4TS 45 0 0 28 Feb 2025
Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA Ojonugwa Oluwafemi Ejiga Peter Md Mahmudur Rahman Fahmi Khalifa DiffM MedIm 41 1 0 28 Feb 2025
PaliGemma-CXR: A Multi-task Multimodal Model for TB Chest X-ray Interpretation Denis Musinguzi Andrew Katumba Sudi Murindanyi 36 0 0 28 Feb 2025
Protein Structure Tokenization: Benchmarking and New Recipe Xinyu Yuan Zichen Wang Marcus Collins Huzefa Rangwala 41 0 0 28 Feb 2025
Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction Baiting Luo Ava Pettet Aron Laszka A. Dubey Ayan Mukhopadhyay OffRL 48 1 0 28 Feb 2025
Spatial Reasoning with Denoising Models Christopher Wewer Bart Pogodzinski Bernt Schiele J. E. Lenssen DiffM LRM 43 0 0 28 Feb 2025
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation Sucheng Ren Qihang Yu Ju He Xiaohui Shen Alan Yuille Liang-Chieh Chen VGen 83 6 0 27 Feb 2025
ARTalk: Speech-Driven 3D Head Animation via Autoregressive Model Xuangeng Chu Nabarun Goswami Ziteng Cui Hanqin Wang Tatsuya Harada DiffM 80 0 0 27 Feb 2025
FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction Siyu Jiao Gengwei Zhang Yinlong Qian Jiancheng Huang Yao Zhao Humphrey Shi Lin Ma Y. X. Wei Zequn Jie VLM 49 2 0 27 Feb 2025
Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models Heeseung Kim Che Hyun Lee S. Park Jiheum Yeom Nohil Park Sangwon Yu Sungroh Yoon 71 0 0 27 Feb 2025
Vector-Quantized Vision Foundation Models for Object-Centric Learning Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen OCL VLM 233 0 0 27 Feb 2025
PI-HMR: Towards Robust In-bed Temporal Human Shape Reconstruction with Contact Pressure Sensing Ziyu Wu Yufan Xiong Mengting Niu Fangting Xie Quan Wan Qijun Ying Boyan Liu Xiaohui Cai 3DH 41 0 0 27 Feb 2025
UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook Y. Jiang Qian Chen Shengpeng Ji Yu Xi Wen Wang C. Zhang Xianghu Yue Shiliang Zhang Yiming Li 70 0 0 27 Feb 2025
3D Nephrographic Image Synthesis in CT Urography with the Diffusion Model and Swin Transformer Hongkun Yu Syed Jamal Safdar Gardezi E. J. Abel D. D. Shapiro Meghan G. Lubner ... Matthew Smith G. Toia Lu Mao Pallavi Tiwari Andrew L. Wentland MedIm 57 0 0 26 Feb 2025
Task-Driven Semantic Quantization and Imitation Learning for Goal-Oriented Communications Yu-Chieh Chao Yubei Chen Weiwei Wang Achintha Wijesinghe Suchinthaka Wanninayaka Songyang Zhang Zhi Ding DiffM 76 0 0 25 Feb 2025
X-Dancer: Expressive Music to Human Dance Video Generation Zeyuan Chen Hongyi Xu Guoxian Song You Xie Chenxu Zhang Xiusi Chen Chao Wang Di Chang Linjie Luo VGen 43 0 0 24 Feb 2025
Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning Ruikun Li Huandong Wang Qingmin Liao Yong Li 43 0 0 24 Feb 2025
Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics Jiahe Li Xin Chen Fanqi Shen Junru Chen Y. Liu Daoze Zhang Zhizhang Yuan F. Zhao Meng Li Yang Yang 41 0 0 24 Feb 2025
PuzzleFusion++: Auto-agglomerative 3D Fracture Assembly by Denoise and Verify Zhengqing Wang Jiacheng Chen Yasutaka Furukawa 69 5 0 24 Feb 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad Max Zimmer Martin Schwartz P. Ciais Fabian Gieseke Gabriel Belouze Sarah Brood A. D. Truchis Alexandre d’Aspremont AI4TS 43 0 0 24 Feb 2025
VaViM and VaVAM: Autonomous Driving through Video Generative Modeling Florent Bartoccioni Elias Ramzi Victor Besnier Shashanka Venkataramanan Tuan-Hung Vu ... Mickael Chen Éloi Zablocki Andrei Bursuc Eduardo Valle Matthieu Cord VGen 86 1 0 24 Feb 2025
HumanGif: Single-View Human Diffusion with Generative Prior Shoukang Hu Takuya Narihira Kazumi Fukuda Ryosuke Sawata Takashi Shibuya Yuki Mitsufuji 98 1 0 24 Feb 2025
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis Yuli Wu Fucheng Liu Rüveyda Yilmaz Henning Konermann Peter Walter Johannes Stegmaier EGVM MedIm 55 1 0 24 Feb 2025
Single-Channel EEG Tokenization Through Time-Frequency Modeling Jathurshan Pradeepkumar Xihao Piao Zheng Chen Jimeng Sun 45 1 0 22 Feb 2025
Mojito: LLM-Aided Motion Instructor with Jitter-Reduced Inertial Tokens Ziwei Shan Yaoyu He Chengfeng Zhao Jiashen Du Jingyan Zhang Qixuan Zhang Jingyi Yu Lan Xu 61 1 0 22 Feb 2025