Efficient Computing

Stable Autofocus with Focal Consistency Loss WACV 2025 Stack Less, Repeat More: A Block Reusing Approach for Progressive Speech Enhancement Interspeech 2025 Structured Codebook Based Hierarchical Framework for DNN for Computationally Efficient Speech Enhancement Interspeech 2025 Synonymity-Based Semantic Coding for Efficient Speech Compression Interspeech 2025 TorchAdapt: Towards Light-Agnostic Real-Time Visual Perception ICCV 2025 Toward Real-world BEV Perception: Depth Uncertainty Estimation via Gaussian Splatting CVPR 2025 Towards an Ultra-Low-Delay Neural Audio Coding with Computational Efficiency Interspeech 2025 Towards One-bit ASR: Extremely Low-bit Conformer Quantization Using Co-training and Stochastic Precision Interspeech 2025 TSDT-Net: Ultra-Low-Complexity Two-Stage Model Combining Dual-Path-Transformer and Transform-Average-Concatenate Network for Speech Enhancement Interspeech 2025 TurboVSR: Fantastic Video Upscalers and Where to Find Them ICCV 2025 U-MixFormer: UNet-Like Transformer with Mix-Attention for Efficient Semantic Segmentation WACV 2025 Unifying Low-Resolution and High-Resolution Alignment by Event Cameras for Space-Time Video Super-Resolution WACV 2025 VFM-Adapter: Adapting Visual Foundation Models for Dense Prediction with Dynamic Hybrid Operation Mapping AAAI 2025 ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba ICCV 2025 V-MIND: Building Versatile Monocular Indoor 3D Detector with Diverse 2D Annotations WACV 2025 WIND: Accelerated RNN-T Decoding with Windowed Inference for Non-blank Detection Interspeech 2025 ZipVL: Accelerating Vision-Language Models through Dynamic Token Sparsity ICCV 2025 A*: Atrous Spatial Temporal Action Recognition for Real Time Applications WACV 2024 Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024 Adaptive Depth Networks with Skippable Sub-Paths NeurIPS 2024 A Simple Baseline for Efficient Hand Mesh Reconstruction CVPR 2024 Bootstrapping SparseFormers from Vision Foundation Models CVPR 2024 CCMR: High Resolution Optical Flow Estimation via Coarse-To-Fine Context-Guided Motion Reasoning WACV 2024 Exploring Token Pruning in Vision State Space Models NeurIPS 2024 HydraViT: Stacking Heads for a Scalable ViT NeurIPS 2024