Efficient Computing

Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective NeurIPS 2024 Interference Aware Training Target for DNN based joint Acoustic Echo Cancellation and Noise Suppression Interspeech 2024 Learning to Control Camera Exposure via Reinforcement Learning CVPR 2024 Learning to Select Views for Efficient Multi-View Understanding CVPR 2024 LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition AAAI 2024 Mixture of Nested Experts: Adaptive Processing of Visual Tokens NeurIPS 2024 Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers CVPR 2024 PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution CVPR 2024 QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion NeurIPS 2024 Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices NeurIPS 2024 Real-Time User-Guided Adaptive Colorization With Vision Transformer WACV 2024 SBCFormer: Lightweight Network Capable of Full-Size ImageNet Classification at 1 FPS on Single Board Computers WACV 2024 SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design CVPR 2024 Slicing Vision Transformer for Flexible Inference NeurIPS 2024 UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer AAAI 2024 Visual Fourier Prompt Tuning NeurIPS 2024 Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism AAAI 2023 BiViT: Extremely Compressed Binary Vision Transformers ICCV 2023 Budgeted Training for Vision Transformer ICLR 2023 CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models NeurIPS 2023 Efficient and Explicit Modelling of Image Hierarchies for Image Restoration CVPR 2023 Efficient Beam Tree Recursion NeurIPS 2023 Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming ICML 2023 Efficient Mirror Detection via Multi-Level Heterogeneous Learning AAAI 2023 EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 2023