Transformers

MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation AAAI 2022 Microphone Array Channel Combination Algorithms for Overlapped Speech Detection Interspeech 2022 MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities SemEval 2022 MINER: Multi-Interest Matching Network for News Recommendation ACL 2022 MiniViT: Compressing Vision Transformers With Weight Multiplexing CVPR 2022 Missingness Bias in Model Debugging ICLR 2022 Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation (Student Abstract) AAAI 2022 Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech Interspeech 2022 MixFormer: End-to-End Tracking With Iterative Mixed Attention CVPR 2022 MixFormer: Mixing Features Across Windows and Dimensions CVPR 2022 MixQG: Neural Question Generation with Mixed Answer Types NAACL 2022 Mixture of Attention Heads: Selecting Attention Heads Per Token EMNLP 2022 Mixture-of-Experts with Expert Choice Routing NeurIPS 2022 MLLabs-LIG at TempoWiC 2022: A Generative Approach for Examining Temporal Meaning Shift EMNLP 2022 MMNet: Muscle Motion-Guided Network for Micro-Expression Recognition IJCAI 2022 MMT: Multi-way Multi-modal Transformer for Multimodal Learning IJCAI 2022 MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition WACV 2022 MNSRNet: Multimodal Transformer Network for 3D Surface Super-Resolution CVPR 2022 Mobile-Former: Bridging MobileNet and Transformer CVPR 2022 MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer ICLR 2022 MockingBERT: A Method for Retroactively Adding Resilience to NLP Models COLING 2022 Mockingbird at the SIGTYP 2022 Shared Task: Two Types of Models for the Prediction of Cognate Reflexes NAACL 2022 Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval EMNLP 2022 Modeling Context With Linear Attention for Scalable Document-Level Translation EMNLP 2022 Modeling Dual Read/Write Paths for Simultaneous Machine Translation ACL 2022