conftrace_

discrete representation

74 papers

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Co-occurring keywords

vector quantization (257) self-supervised learning (3777) variational autoencoder (1288) representation learning (6206) speech representation (147) continuous representation (32) unsupervised learning (3264) speech-to-speech translation (78) language model (4599) variational inference (2069)

Papers

Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation ICCV 2025
UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation ICCV 2025
Speech Watermarking with Discrete Intermediate Representations AAAI 2025
Enhancing Multimodal Unified Representations for Cross Modal Generalization ACL 2025
SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models AAAI 2025
FoldToken: Learning Protein Language via Vector Quantization and Beyond AAAI 2025
Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ACL 2025
SingOMD: Singing Oriented Multi-resolution Discrete Representation Construction from Speech Models INTERSPEECH 2024
Comparing Discrete and Continuous Space LLMs for Speech Recognition INTERSPEECH 2024
SynergyNet: Bridging the Gap Between Discrete and Continuous Representations for Precise Medical Image Segmentation WACV 2024
Unsupervised Discrete Representations of American Sign Language EMNLP 2024
Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion ACL 2024
Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer ACL 2024
PyramidCodec: Hierarchical Codec for Long-form Music Generation in Audio Domain EMNLP 2024
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization NIPS 2024
Neural Concept Binder NIPS 2024
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling ACL 2024
Spoken-Term Discovery using Discrete Speech Units INTERSPEECH 2024
To be Continuous, or to be Discrete, Those are Bits of Questions ACL 2024
MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model INTERSPEECH 2024
Uncertainty-aware Unsupervised Video Hashing AISTATS 2023
Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023
An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech INTERSPEECH 2023
Regularized Vector Quantization for Tokenized Image Synthesis CVPR 2023
Speech-to-Speech Translation for a Real-world Unwritten Language ACL 2023