Techniques

Learning Optimal Conformal Classifiers ICLR 2022 Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, And No Retraining ICLR 2022 Learning Strides in Convolutional Neural Networks ICLR 2022 Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022 Learning to Downsample for Segmentation of Ultra-High Resolution Images ICLR 2022 Learning Token-Based Representation for Image Retrieval AAAI 2022 Learning to Retrieve Passages without Supervision NAACL 2022 Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022 Learning Versatile Neural Architectures by Propagating Network Codes ICLR 2022 Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models EMNLP 2022 LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022 Length Control in Abstractive Summarization by Pretraining Information Selection ACL 2022 Less Descriptive yet Discriminative: Quantifying the Properties of Multimodal Referring Utterances via CLIP ACL 2022 Leveraging Locality in Abstractive Text Summarization EMNLP 2022 Leveraging Symmetrical Convolutional Transformer Networks for Speech to Singing Voice Style Transfer Interspeech 2022 LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 ICLR 2022 LGT-Net: Indoor Panoramic Room Layout Estimation With Geometry-Aware Transformer Network CVPR 2022 LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT Interspeech 2022 Lightweight Monocular Depth With a Novel Neural Architecture Search Method WACV 2022 LILE: Look In-Depth before Looking Elsewhere – A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives MIDL 2022 Linear Complexity Randomized Self-attention Mechanism ICML 2022 Linearizing Transformer with Key-Value Memory EMNLP 2022 Lite Unified Modeling for Discriminative Reading Comprehension ACL 2022 Lite Vision Transformer With Enhanced Self-Attention CVPR 2022 Locally Aggregated Feature Attribution on Natural Language Model Understanding NAACL 2022