Model Architecture

Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers ICML 2022 Unsupervised Sounding Object Localization With Bottom-Up and Top-Down Attention WACV 2022 Variational- and metric-based deep latent space for out-of-distribution detection UAI 2022 Variational Feature Pyramid Networks ICML 2022 Vision Shared and Representation Isolated Network for Person Search IJCAI 2022 Vision Transformer With Deformable Attention CVPR 2022 Visual Attention Emerges from Recurrent Sparse Reconstruction ICML 2022 VTC-LFC: Vision Transformer Compression with Low-Frequency Components NeurIPS 2022 W2V2-Light: A Lightweight Version of Wav2vec 2.0 for Automatic Speech Recognition Interspeech 2022 What Can Linear Interpolation of Neural Network Loss Landscapes Tell Us? ICML 2022 What Dense Graph Do You Need for Self-Attention? ICML 2022 What to expect of hardware metric predictors in NAS AutoML 2022 When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism AAAI 2022 When, where, and how to add new neurons to ANNs AutoML 2022 Where to Pay Attention in Sparse Training for Feature Selection? NeurIPS 2022 White-box Testing of NLP models with Mask Neuron Coverage NAACL 2022 Why Discard if You Can Recycle?: A Recycling Max Pooling Module for 3D Point Cloud Analysis CVPR 2022 Winning the Lottery Ahead of Time: Efficient Early Network Pruning ICML 2022 XYLayoutLM: Towards Layout-Aware Multimodal Networks for Visually-Rich Document Understanding CVPR 2022 YAMU: Yet Another Modified U-Net Architecture for Semantic Segmentation MIDL 2022 Your Transformer May Not be as Powerful as You Expect NeurIPS 2022 ZARTS: On Zero-order Optimization for Neural Architecture Search NeurIPS 2022 ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings NeurIPS 2022 (Implicit)^2: Implicit Layers for Implicit Representations NeurIPS 2021 3D Local Convolutional Neural Networks for Gait Recognition ICCV 2021