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Imputer: Sequence Modelling via Imputation and Dynamic Programming

International Conference on Machine Learning (ICML), 2020

20 February 2020

Papers citing "Imputer: Sequence Modelling via Imputation and Dynamic Programming"

50 / 80 papers shown

Learning Attribute-Aware Hash Codes for Fine-Grained Image Retrieval via Query Optimization

228

21 Sep 2025

Audio-Conditioned Diffusion LLMs for ASR and Deliberation Processing

238

20 Sep 2025

Edit Flows: Flow Matching with Edit Operations

668

10 Jun 2025

Towards Maximum Likelihood Training for Transducer-based Streaming Speech RecognitionIEEE Signal Processing Letters (SPL), 2024

364

26 Nov 2024

Paraformer-v2: An improved non-autoregressive transformer for noise-robust speech recognition

Keyu An

Zerui Li

Zhifu Gao

Shiliang Zhang

298

26 Sep 2024

Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines

Sanjiv Kumar

Andrej Risteski

426

22 Jul 2024

Towards Effective and Efficient Non-autoregressive Decoding Using Block-based Attention MaskInterspeech (Interspeech), 2024

Zengrui Jin

...

Shujie Hu

Mengzhe Geng

Guinan Li

Helen Meng

Xunying Liu

288

14 Jun 2024

IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition

494

19 Dec 2023

MixRep: Hidden Representation Mixup for Low-Resource Speech RecognitionInterspeech (Interspeech), 2023

Jiamin Xie

John H. L. Hansen

282

27 Oct 2023

Non-autoregressive Text Editing with Copy-aware Latent AlignmentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023

Leyang Cui

217

11 Oct 2023

Segment-Level Vectorized Beam Search Based on Partially Autoregressive InferenceAutomatic Speech Recognition & Understanding (ASRU), 2023

316

26 Sep 2023

Improving CTC-AED model with integrated-CTC and auxiliary loss regularization

Daobin Zhu

Xiangdong Su

Hongbin Zhang

269

15 Aug 2023

EM-Network: Oracle Guided Self-distillation for Sequence LearningInternational Conference on Machine Learning (ICML), 2023

318

14 Jun 2023

Improving Non-autoregressive Translation Quality with Pretrained Language Model, Embedding Distillation and Upsampling Strategy for CTCIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023

Shensian Syu

Jun Xie

Hung-yi Lee

307

10 Jun 2023

CTC-based Non-autoregressive Speech TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023

...

Jingbo Zhu

277

27 May 2023

Non-Autoregressive Document-Level Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023

Yue Zhang

384

22 May 2023

Non-autoregressive End-to-end Approaches for Joint Automatic Speech Recognition and Spoken Language UnderstandingSpoken Language Technology Workshop (SLT), 2023

Mohan Li

R. Doddipatla

258

21 Apr 2023

A CTC Alignment-based Non-autoregressive Transformer for End-to-end Automatic Speech RecognitionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023

256

15 Apr 2023

Dynamic Alignment Mask CTC: Improved Mask-CTC with Aligned Cross EntropyIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023

256

14 Mar 2023

RenewNAT: Renewing Potential Translation for Non-Autoregressive TransformerAAAI Conference on Artificial Intelligence (AAAI), 2023

304

14 Mar 2023

End-to-End Speech Recognition: A SurveyIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023

361

276

03 Mar 2023

Uncertainty-Aware Image CaptioningAAAI Conference on Artificial Intelligence (AAAI), 2022

Zhengcong Fei

Junshi Huang

264

30 Nov 2022

Continuous diffusion for categorical data

...

440

177

28 Nov 2022

Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech RecognitionSpoken Language Technology Workshop (SLT), 2022

253

28 Nov 2022

BECTRA: Transducer-based End-to-End ASR with BERT-Enhanced EncoderIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022

372

02 Nov 2022

BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2022

333

29 Oct 2022

Acoustic-aware Non-autoregressive Spell Correction with Mask Sample Decoding

275

16 Oct 2022

CTC Alignments Improve Autoregressive TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022

Graham Neubig

217

11 Oct 2022

PARAGEN : A Parallel Generation Toolkit

Lei Li

208

07 Oct 2022

Transfer Ranking in Finance: Applications to Cross-Sectional Momentum with Data ScarcitySocial Science Research Network (SSRN), 2022

Daniel Poh

Stephen J. Roberts

S. Zohren

151

21 Aug 2022

LegoNN: Building Modular Encoder-Decoder ModelsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022

Sergey Edunov

Luke Zettlemoyer

231

07 Jun 2022

Learning Non-Autoregressive Models from Search for Unsupervised Sentence SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022

Puyuan Liu

Chenyang Huang

Lili Mou

241

28 May 2022

Non-Autoregressive Neural Machine Translation: A Call for ClarityConference on Empirical Methods in Natural Language Processing (EMNLP), 2022

370

21 May 2022

Text Detection & Recognition in the Wild for Robot Localization

Z. Raisi

John S. Zelek

297

17 May 2022

A Survey on Non-Autoregressive Generation for Neural Machine Translation and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

Junliang Guo

342

121

20 Apr 2022

Streaming Align-Refine for Non-autoregressive DeliberationInterspeech (Interspeech), 2022

362

15 Apr 2022

Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent ConditioningInternational Conference on Computational Linguistics (COLING), 2022

358

14 Apr 2022

Better Intermediates Improve CTC InferenceInterspeech (Interspeech), 2022

260

01 Apr 2022

InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASRInterspeech (Interspeech), 2022

326

01 Apr 2022

An Imitation Learning Curriculum for Text Editing with Non-Autoregressive ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022

Sweta Agrawal

Marine Carpuat

KELM

948

17 Mar 2022

Improving CTC-based speech recognition via knowledge transferring from pre-trained language modelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022

Pengyuan Zhang

225

22 Feb 2022

Can Multilinguality benefit Non-autoregressive Machine Translation?

Sweta Agrawal

Julia Kreutzer

Colin Cherry

AI4CE

222

16 Dec 2021

Step-unrolled Denoising Autoencoders for Text Generation

474

139

13 Dec 2021

Deliberation of Streaming RNN-Transducer by Non-autoregressive Decoding

Weiran Wang

Ke Hu

Tara N. Sainath

187

01 Dec 2021

Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes

381

24 Nov 2021

SimpleTRON: Simple Transformer with O(N) Complexity

368

23 Nov 2021

Oracle Teacher: Leveraging Target Information for Better Knowledge Distillation of CTC Models

603

05 Nov 2021

Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision

Chenyang Huang

Hao Zhou

Osmar R. Zaïane

Lili Mou

Lei Li

238

14 Oct 2021

A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text GenerationAutomatic Speech Recognition & Understanding (ASRU), 2021

Tianzi Wang

199

11 Oct 2021

Non-autoregressive End-to-end Speech Translation with Parallel Autoregressive Rescoring

280

09 Sep 2021