| A^3T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing | Mar 18, 2022 | Representation LearningSpeaker Verification | CodeCode Available | 1 |
| Modeling Dual Read/Write Paths for Simultaneous Machine Translation | Mar 17, 2022 | de-enMachine Translation | CodeCode Available | 1 |
| ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation | Mar 17, 2022 | Abstractive Text SummarizationMachine Translation | CodeCode Available | 1 |
| Gaussian Multi-head Attention for Simultaneous Machine Translation | Mar 17, 2022 | de-enMachine Translation | CodeCode Available | 1 |
| On Vision Features in Multimodal Machine Translation | Mar 17, 2022 | Image CaptioningMachine Translation | CodeCode Available | 1 |
| Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data | Mar 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation | Mar 16, 2022 | HallucinationMachine Translation | CodeCode Available | 1 |
| QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation | Mar 16, 2022 | Contrastive LearningTranslation | CodeCode Available | 1 |
| FlexIT: Towards Flexible Semantic Image Translation | Mar 9, 2022 | Image GenerationTranslation | CodeCode Available | 1 |
| A Variational Hierarchical Model for Neural Cross-Lingual Summarization | Mar 8, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| Diffusion Models for Medical Anomaly Detection | Mar 8, 2022 | Anomaly DetectionDenoising | CodeCode Available | 1 |
| Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation | Mar 8, 2022 | Continual LearningKnowledge Distillation | CodeCode Available | 1 |
| A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation | Mar 8, 2022 | Sign Language RecognitionSign Language Translation | CodeCode Available | 1 |
| Focus on the Target's Vocabulary: Masked Label Smoothing for Machine Translation | Mar 6, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation | Mar 6, 2022 | Language ModellingMachine Translation | CodeCode Available | 1 |
| UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation | Mar 4, 2022 | DiversityImage-to-Image Translation | CodeCode Available | 1 |
| As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning | Mar 3, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks | Mar 3, 2022 | Contrastive LearningImage-to-Image Translation | CodeCode Available | 1 |
| UDAAN: Machine Learning based Post-Editing tool for Document Translation | Mar 3, 2022 | BIG-bench Machine LearningDocument Translation | CodeCode Available | 1 |
| MTet: Multi-domain Translation for English-Vietnamese | Mar 2, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| OVE6D: Object Viewpoint Encoding for Depth-based 6D Object Pose Estimation | Mar 2, 2022 | 6D Pose Estimation using RGBObject | CodeCode Available | 1 |
| MSCTD: A Multimodal Sentiment Chat Translation Dataset | Feb 28, 2022 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 1 |
| ParaNames: A Massively Multilingual Entity Name Corpus | Feb 28, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation | Feb 21, 2022 | Machine TranslationParallel Corpus Mining | CodeCode Available | 1 |
| PETCI: A Parallel English Translation Dataset of Chinese Idioms | Feb 19, 2022 | Machine TranslationTranslation | CodeCode Available | 1 |
| Code Search based on Context-aware Code Translation | Feb 16, 2022 | Code SearchCode Translation | CodeCode Available | 1 |
| MuLD: The Multitask Long Document Benchmark | Feb 15, 2022 | Question AnsweringStyle change detection | CodeCode Available | 1 |
| SHAS: Approaching optimal Segmentation for End-to-End Speech Translation | Feb 9, 2022 | SegmentationSpeech-to-Text Translation | CodeCode Available | 1 |
| Can We Generate Shellcodes via Natural Language? An Empirical Study | Feb 8, 2022 | Code GenerationMachine Translation | CodeCode Available | 1 |
| No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models | Feb 6, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation | Jan 27, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Prabhupadavani: A Code-mixed Speech Translation Data for 25 Languages | Jan 27, 2022 | Cultural Vocal Bursts Intensity PredictionMachine Translation | CodeCode Available | 1 |
| FedMed-GAN: Federated Domain Translation on Unsupervised Cross-Modality Brain Image Synthesis | Jan 22, 2022 | Federated LearningImage Generation | CodeCode Available | 1 |
| VISA: An Ambiguous Subtitles Dataset for Visual Scene-Aware Machine Translation | Jan 20, 2022 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 1 |
| Linguistically-driven Multi-task Pre-training for Low-resource Neural Machine Translation | Jan 20, 2022 | Low Resource Neural Machine TranslationLow-Resource Neural Machine Translation | CodeCode Available | 1 |
| Learning Temporally and Semantically Consistent Unpaired Video-to-video Translation Through Pseudo-Supervision From Synthetic Optical Flow | Jan 15, 2022 | Motion EstimationOptical Flow Estimation | CodeCode Available | 1 |
| Speech Resources in the Tamasheq Language | Jan 13, 2022 | Translation | CodeCode Available | 1 |
| Globally Optimal Multi-Scale Monocular Hand-Eye Calibration Using Dual Quaternions | Jan 12, 2022 | Translation | CodeCode Available | 1 |
| Optimal LED Spectral Multiplexing for NIR2RGB Translation | Jan 1, 2022 | Translation | CodeCode Available | 1 |
| Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint | Jan 1, 2022 | Image-to-Image TranslationTranslation | CodeCode Available | 1 |
| Dense Depth Estimation from Multiple 360-degree Images Using Virtual Depth | Dec 30, 2021 | Depth EstimationTranslation | CodeCode Available | 1 |
| DetarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration | Dec 28, 2021 | Point Cloud RegistrationTranslation | CodeCode Available | 1 |
| Parameter Differentiation based Multilingual Neural Machine Translation | Dec 27, 2021 | Machine TranslationOpen-Ended Question Answering | CodeCode Available | 1 |
| Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement | Dec 21, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Few-shot Learning with Multilingual Language Models | Dec 20, 2021 | Cross-Lingual TransferFew-Shot Learning | CodeCode Available | 1 |
| Learning Cross-Lingual IR from an English Retriever | Dec 15, 2021 | Cross-Lingual Information RetrievalInformation Retrieval | CodeCode Available | 1 |
| A Transformer-based Approach for Translating Natural Language to Bash Commands | Dec 14, 2021 | Code TranslationSentence | CodeCode Available | 1 |
| Stochastic Actor-Executor-Critic for Image-to-Image Translation | Dec 14, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Massive-scale Decoding for Text Generation using Lattices | Dec 14, 2021 | Document SummarizationMachine Translation | CodeCode Available | 1 |
| Step-unrolled Denoising Autoencoders for Text Generation | Dec 13, 2021 | DenoisingLanguage Modeling | CodeCode Available | 1 |
