Efficient Computing

ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices ICCV 2023 Global Vision Transformer Pruning With Hessian-Aware Saliency CVPR 2023 GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer AAAI 2023 I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference ICCV 2023 Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation CVPR 2023 NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers CVPR 2023 Quality-Aware Pre-Trained Models for Blind Image Quality Assessment CVPR 2023 RGB No More: Minimally-Decoded JPEG Vision Transformers CVPR 2023 RIFormer: Keep Your Vision Backbone Effective but Removing Token Mixer CVPR 2023 Simple and Efficient Vision Backbone Adapter for Image Semantic Segmentation ACML 2023 Slide-Transformer: Hierarchical Vision Transformer With Local Self-Attention CVPR 2023 Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks ICCV 2023 SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer CVPR 2023 Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers CVPR 2023 SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking ICCV 2023 Your representations are in the network: composable and parallel adaptation for large scale models NeurIPS 2023 AEGNN: Asynchronous Event-Based Graph Neural Networks CVPR 2022 A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022 Block-Skim: Efficient Question Answering for Transformer AAAI 2022 Carbink: Fault-Tolerant Far Memory OSDI 2022 Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022 Eigenspace Restructuring: A Principle of Space and Frequency in Neural Networks COLT 2022 Elastic-Link for Binarized Neural Networks AAAI 2022 Event-Based Video Reconstruction via Potential-Assisted Spiking Neural Network CVPR 2022 FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation WACV 2022