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

Learning Compact Representations for LiDAR Completion and Generation CVPR 2023
Binary Latent Diffusion CVPR 2023
Speech-to-Speech Translation for a Real-world Unwritten Language ACL 2023
Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023
Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation EMNLP 2023
Regularized Vector Quantization for Tokenized Image Synthesis CVPR 2023
Human-Guided Complexity-Controlled Abstractions NIPS 2023
Offline RL with Discrete Proxy Representations for Generalizability in POMDPs NIPS 2023
High-Fidelity Audio Compression with Improved RVQGAN NIPS 2023
Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework AAAI 2023
DUB: Discrete Unit Back-translation for Speech Translation ACL 2023
DREAMWALKER: Mental Planning for Continuous Vision-Language Navigation ICCV 2023
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2023
On the Nature of Discrete Speech Representations in Multilingual Self-supervised Models EACL 2023
Discrete Neural Representations for Explainable Anomaly Detection WACV 2022
Cross-Modal Discrete Representation Learning ACL 2022
Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022
Enhance the Visual Representation via Discrete Adversarial Training NIPS 2022
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization ICML 2022
Textless Speech Emotion Conversion using Discrete & Decomposed Representations EMNLP 2022
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation EMNLP 2022
Learning Distinct and Representative Modes for Image Captioning NIPS 2022
Towards Robust Blind Face Restoration with Codebook Lookup Transformer NIPS 2022
DLFormer: Discrete Latent Transformer for Video Inpainting CVPR 2022
Learned Incremental Representations for Parsing ACL 2022