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Papers
Transformer-VQ: Linear-Time Transformers via Vector Quantization
ICLR 2024
Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment
ICML 2024
Vector Quantization Prompting for Continual Learning
NeurIPS 2024
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
EMNLP 2024
VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook
AAAI 2024
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling
ICML 2024
VQ-FONT: Few-Shot Font Generation with Structure-Aware Enhancement and Quantization
AAAI 2024
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization
NeurIPS 2024
VQ-TR: Vector Quantized Attention for Time Series Forecasting
ICLR 2024
AdANNS: A Framework for Adaptive Semantic Search
NeurIPS 2023
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness
AAAI 2023
Adverse Weather Removal with Codebook Priors
ICCV 2023
An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech
Interspeech 2023
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech
AAAI 2023
Compressing Volumetric Radiance Fields to 1 MB
CVPR 2023
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation
ACL 2023
DC CoMix TTS: An End-to-End Expressive TTS with Discrete Code Collaborated with Mixer
Interspeech 2023
Decoupling Segmental and Prosodic Cues of Non-native Speech through Vector Quantization
Interspeech 2023
Disentangled Representation Learning for Unsupervised Neural Quantization
CVPR 2023
DSE-TTS: Dual Speaker Embedding for Cross-Lingual Text-to-Speech
Interspeech 2023
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers
ICCV 2023
Few Shot Font Generation Via Transferring Similarity Guided Global Style and Quantization Local Style
ICCV 2023
Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis
AAAI 2023
Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process
CVPR 2023
GL-SSD: Global and Local Speech Style Disentanglement by vector quantization for robust sentence boundary detection in speech stream
Interspeech 2023