Application Areas

Modular and Parameter-Efficient Fine-Tuning for NLP Models EMNLP 2022 Modular and Parameter-Efficient Multimodal Fusion with Prompting ACL 2022 Modular Conformal Calibration ICML 2022 Modular Domain Adaptation ACL 2022 Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot Manipulation CoRL 2022 MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation NAACL 2022 MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL 2022 Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation NeurIPS 2022 Momentum Aggregation for Private Non-convex ERM NeurIPS 2022 Monarch: Expressive Structured Matrices for Efficient and Accurate Training ICML 2022 MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter AAAI 2022 MonoDistill: Learning Spatial Features for Monocular 3D Object Detection ICLR 2022 MorphTE: Injecting Morphology in Tensorized Embeddings NeurIPS 2022 Most NLG is Low-Resource: here’s what we can do about it EMNLP 2022 MotionAug: Augmentation With Physical Correction for Human Motion Prediction CVPR 2022 MovingFashion: A Benchmark for the Video-To-Shop Challenge WACV 2022 Mr.BiQ: Post-Training Non-Uniform Quantization Based on Minimizing the Reconstruction Error CVPR 2022 MS-HGAT: Memory-Enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction AAAI 2022 MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data SemEval 2022 MSR-NV: Neural Vocoder Using Multiple Sampling Rates Interspeech 2022 MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022 MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation EMNLP 2022 mToFNet: Object Anti-Spoofing With Mobile Time-of-Flight Data WACV 2022 MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022 MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis SemEval 2022