Techniques

On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART COLING 2022 On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement Interspeech 2022 On the Symmetries of Deep Learning Models and their Internal Representations NeurIPS 2022 On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022 OpenPrompt: An Open-source Framework for Prompt-learning ACL 2022 Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning NeurIPS 2022 Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training ICML 2022 Optimization-Induced Graph Implicit Nonlinear Diffusion ICML 2022 Optimization inspired Multi-Branch Equilibrium Models ICLR 2022 Optimized Potential Initialization for Low-Latency Spiking Neural Networks AAAI 2022 Orthogonal Graph Neural Networks AAAI 2022 Orthogonal Multi-Manifold Enriching of Directed Networks AISTATS 2022 Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions ACL 2022 Overcoming Oscillations in Quantization-Aware Training ICML 2022 P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting NeurIPS 2022 Parameter-Efficient Masking Networks NeurIPS 2022 Parameter-Efficient Tuning Makes a Good Classification Head EMNLP 2022 Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better Than Dot-Product Self-Attention CVPR 2022 Partial Class Activation Attention for Semantic Segmentation CVPR 2022 Particle Transformer for Jet Tagging ICML 2022 PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training EMNLP 2022 Patch Diffusion: A General Module for Face Manipulation Detection AAAI 2022 Patch-Level Representation Learning for Self-Supervised Vision Transformers CVPR 2022 Patch Slimming for Efficient Vision Transformers CVPR 2022 PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks AAAI 2022