parameter sharing

Gradient-based Gradual Pruning for Language-Specific Multilingual Neural Machine Translation EMNLP 2023 Hardware-Aware Compression with Random Operation Access Specific Tile (ROAST) Hashing ICML 2023 Learning Conflict-Noticed Architecture for Multi-Task Learning AAAI 2023 Learning Language-Specific Layers for Multilingual Machine Translation ACL 2023 Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation ACL 2023 LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing ACL 2023 MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer CVPR 2023 Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing With Non-Learnable Primitives CVPR 2023 Multilingual Pixel Representations for Translation and Effective Cross-lingual Transfer EMNLP 2023 OFVL-MS: Once for Visual Localization across Multiple Indoor Scenes ICCV 2023 RecursiveDet: End-to-End Region-Based Recursive Object Detection ICCV 2023 Sparse Universal Transformer EMNLP 2023 Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering ACL 2023 TINC: Tree-Structured Implicit Neural Compression CVPR 2023 AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NeurIPS 2022 Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? EMNLP 2022 DyTox: Transformers for Continual Learning With DYnamic TOken eXpansion CVPR 2022 Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022 Equivariance Discovery by Learned Parameter-Sharing AISTATS 2022 Exploring Dual Encoder Architectures for Question Answering EMNLP 2022 From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022 Go Wider Instead of Deeper AAAI 2022 High-resource Language-specific Training for Multilingual Neural Machine Translation IJCAI 2022 House of Cans: Covert Transmission of Internal Datasets via Capacity-Aware Neuron Steganography NeurIPS 2022 Improving Transformer with an Admixture of Attention Heads NeurIPS 2022