Model Architecture

Omni-Dimensional Dynamic Convolution ICLR 2022 On-demand compute reduction with stochastic wav2vec 2.0 Interspeech 2022 Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022 Online-Updated High-Order Collaborative Networks for Single Image Deraining AAAI 2022 On Redundancy and Diversity in Cell-based Neural Architecture Search ICLR 2022 On-the-fly ASR Corrections with Audio Exemplars Interspeech 2022 On the Frequency-bias of Coordinate-MLPs NeurIPS 2022 On the Integration of Self-Attention and Convolution CVPR 2022 On the Locality of Attention in Direct Speech Translation ACL 2022 On the non-universality of deep learning: quantifying the cost of symmetry NeurIPS 2022 On the Practicality of Deterministic Epistemic Uncertainty ICML 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 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 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 Parameter-Efficient Masking Networks NeurIPS 2022 Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better Than Dot-Product Self-Attention CVPR 2022 Particle Transformer for Jet Tagging ICML 2022 Patch Diffusion: A General Module for Face Manipulation Detection AAAI 2022